{"acx-grants":{"tags":{"56536252":["Governance"],"0a011cb3":["Other / out of scope"],"1a43ad12":["Other / out of scope","Data collection and visualisation"],"1cd6f03f":["Machine Learning","Evals"],"20d483d3":["Other / out of scope"],"25962b32":["Biosecurity"],"2fde8476":["Governance"],"324b6580":["Biosecurity"],"3414ef50":["Other / out of scope"],"3cb62d47":["Other / out of scope"],"3ec69d5e":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"56cde322":["Takeover risk mitigation","Machine Learning"],"5bdcfbe5":["Prosaic","Machine Learning","Takeover risk mitigation"],"5d9fa345":["Field building","Event","Takeover risk mitigation","Machine Learning"],"66bd2ce5":["Biosecurity"],"6b69f2e1":["Forecasting","Machine Learning"],"7b14c812":["Forecasting","EA meta"],"80682c91":["Communications","Training program"],"95a7f200":["EA meta","Takeover risk mitigation","Machine Learning"],"9920f89f":["Field building","Event","Training program"],"9e59cbd6":["Biosecurity"],"bd2b0af6":["Governance","Strategy"],"c5d3d0b7":["Prosaic","Takeover risk mitigation"],"c612460e":["Biosecurity","Machine Learning"],"f58b87a1":["Biosecurity"],"f953b6c3":["Biosecurity"],"fecdf29c":["Other / out of scope"]}},"advanced-research-invention-agency":{"clusters":{},"notes":{"28e31df4":"ARIA Mathematics for Safe AI contract to Deducto Ltd (SME); work not described beyond the opportunity space. https://aria.org.uk/media/0usfmzui/aria-end-of-q2-fy25-26.pdf","324a35f3":"Mind Foundry/WSP ARIA Safeguarded AI TA3 project 'Digital Custodians for Ageing Infrastructure' applying safeguarded AI to infrastructure. https://www.longtermwiki.com/grants/y6adNSn8Nm","767dbc83":"Zeroth Research is a nonprofit using cryptography/zero-knowledge proofs for verifiable AI safety; ARIA Safeguarded AI TA1.2. https://pascal-berrang.de","93a0a025":"Net AI's ARIA Safeguarded AI TA3 project applies safeguarded AI to energy savings in radio access networks. https://www.longtermwiki.com/grants/SAZZNqz7rI","d8f6dd36":"Obsidian Systems is technical coordinator for ARIA Safeguarded AI TA1.2 (backend tooling for the mathematical/formal-verification framework). https://www.longtermwiki.com/grants/TxEi_C2BR5","e125ef3c":"HASH builds an open-source knowledge-graph 'world model' platform; contracted under ARIA Safeguarded AI TA1.3 (tooling/interfaces). https://hash.ai"},"tagVocabulary":"v3 2026-10-25","tags":{"59012163":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"88445559":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"01ff173e":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"05ae38b7":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"0b8bdeb2":["Takeover risk mitigation","Machine Learning"],"12c5518d":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"16ac69ac":["Governance","Theoretical / conceptual / mathematical / philosophical"],"1b6606f1":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"1c3c3ba9":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"1ed8d315":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"1f34d2d5":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"24a33b8b":["Takeover risk mitigation","Forecasting"],"28e31df4":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"29f315b4":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"2b374573":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"2fc1e2a3":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"324a35f3":["Machine Learning","Theoretical / conceptual / mathematical / philosophical"],"34f363dd":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"35792e43":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"3590aecc":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"36dcdfb2":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"46ce4c15":["Takeover risk mitigation","Security (cyber/hardware)"],"478b82a8":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"47d28300":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"498db860":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"4a3b14d4":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"5255d469":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"5346894a":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"548de9b0":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"5aab5dce":["Takeover risk mitigation","Event","Governance"],"5c36d331":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"6684cdb0":["Takeover risk mitigation","Machine Learning","Theoretical / conceptual / mathematical / philosophical"],"6bd68432":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"6d43f5ac":["Governance","Takeover risk mitigation"],"6d6dd16a":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"71552cb7":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"73b907ad":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"767dbc83":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Security (cyber/hardware)"],"77d641ed":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"871589e7":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"8749640d":["Academia","Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"891090d1":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"8925245e":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"93a0a025":["Machine Learning","Theoretical / conceptual / mathematical / philosophical"],"9943fa0c":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"9c3a1cad":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"9f812571":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"a2cd6df5":["Takeover risk mitigation"],"ad8bbc5e":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"aef6b475":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"ariaq3a0":["Governance","Theoretical / conceptual / mathematical / philosophical"],"ariaq3a1":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"ariaq3a2":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"b02568ce":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"b055c19e":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"b08057d4":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"c1f8a634":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"c73d0535":["Academia","Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"c8e40d9e":["Academia","Theoretical / conceptual / mathematical / philosophical"],"cd7a291b":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"cd976ff6":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"ce948c24":["Takeover risk mitigation","Governance"],"cf835709":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"d0c5bb98":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"d1735cb6":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"d519cf09":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"d7d76aec":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"d8aa9210":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"d8f6dd36":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"d99e0fd6":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"dcc2b734":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"e125ef3c":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"e20e439e":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"e217e311":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"e7279fef":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"e7e07d23":["Governance"],"f12d7300":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"f32dd8dc":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"f5947111":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"fa9f30cf":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"fd96cab6":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Academia"],"fe507fdd":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"]}},"ai-safety-tactical-opportunities-fund":{"clusters":{"91283085":"Unclear purpose","941f07f0":"Unclear purpose","d0e798b2":"Unclear purpose"},"notes":{"07cc2410":"Coordinal built tooling/scaffolds to automate and accelerate alignment research; later wound down. https://www.lesswrong.com/posts/LuKCepxdb8HpEd9TF/coordinal-a-postmortem","358636a6":"Policy brief and expert convenings on regionally shared, jointly governed AI compute infrastructure for equitable access. https://manifund.org/projects/towards-shared-ai-compute-infrastructure","3be5c99b":"Ink & Switch building open-source collaboration tools (GAIOS, Geolog, Clearcut) for ARIA Safeguarded AI researchers and mathematicians. https://manifund.org/projects/collaboration-infrastructure-for-safeguarding-ai","5f938a4e":"Developing Stochastic Dynamic Colored Petri Nets (SDCPNs) into a compositional verification/modeling tool for AI safety (ARIA-funded work, bridge funding). https://manifund.org/projects/sdcpns-for-ai-safety","6646cfed":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","b412d1a1":"Volunteer-run Hong Kong AI safety field-building org: webinars, reading groups, fellowships, a planned conference and hub. https://manifund.org/projects/ai-safety-hong-kong-aishk","b41733fc":"Scalable-oversight project (ex-GDM researcher) on human-AI complementarity for identifying harm, with datasets and a rating platform, via SPAR. https://manifund.org/projects/human-ai-complementarity-for-identifying-harm","d4879159":"Personal living-cost and recovery support for Individual #4846, who plans to work on AI safety projects. https://manifund.org/projects/living-support-for-pip-foweraker","f87d2fc3":"Equistamp, a for-profit providing engineering teams building AI safety eval infrastructure for METR, UK AISI, Redwood; operating capital SAFE. https://manifund.org/projects/operating-capital-for-ai-safety-evaluation-infrastructure","fbd7cb5b":"Pseudonymous researcher funded for a UK CS PhD on institutional/technical models for equitable access to safe AI; prior GovAI/CSER/IAPS roles. https://manifund.org/projects/funding-researcher-on-frontier-ai-governance-inclusive-of-global-majority-"},"tagVocabulary":"v3 2026-10-25","tags":{"91283085":["Takeover risk mitigation"],"070ee243":["Takeover risk mitigation","Prosaic","Machine Learning","Interpretability"],"07cc2410":["Takeover risk mitigation","Prosaic","Machine Learning"],"1581b140":["Takeover risk mitigation","Prosaic","Evals"],"1e1dcdcf":["Academia","Career transition","Governance"],"1f39d6b6":["Evals","Governance"],"2683d0f8":["Communications","Field building","Training program"],"2b42ed23":["Evals","Forecasting"],"2ce1b2d0":["Takeover risk mitigation","Prosaic","Machine Learning"],"3408b609":["Career transition","Governance"],"358636a6":["Governance"],"3be5c99b":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Security (cyber/hardware)"],"4680410d":["Event","Governance"],"543d65e5":["Machine Learning"],"5cd5fece":["Communications"],"5f938a4e":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical"],"6646cfed":["Field building","Career advising","Event","Training program"],"6f46b17d":["Takeover risk mitigation","Control"],"76b2380e":["Prosaic","Machine Learning","Independent research","Interpretability"],"81fce33e":["Prosaic","Machine Learning","Biosecurity"],"8279453c":["Communications"],"8574b7a2":["Takeover risk mitigation"],"8d5b311a":["Takeover risk mitigation","Academia","Governance","Security (cyber/hardware)"],"941f07f0":["Takeover risk mitigation"],"9487426a":["Prosaic","Machine Learning","Academia","Interpretability"],"953a77a7":["Takeover risk mitigation","Prosaic","Machine Learning"],"97a67d23":["Field building"],"99ac6d06":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Event"],"9f049566":["Takeover risk mitigation","Prosaic","Machine Learning","Evals"],"a6309d3e":["Event","Governance"],"a9b7994c":["Interpretability","Takeover risk mitigation","Machine Learning"],"a9ce02f1":["Machine Learning","Interpretability"],"b31ff353":["Prosaic","Machine Learning","Evals"],"b412d1a1":["Field building","Event"],"b41733fc":["Takeover risk mitigation","Prosaic","Machine Learning","Data collection and visualisation"],"c10ab02e":["Takeover risk mitigation","Control","Prosaic"],"c3799ccb":["Takeover risk mitigation","Prosaic","Machine Learning"],"c5e5edcf":["Machine Learning","Academia","Forecasting","Evals"],"c9ce871c":["Takeover risk mitigation","Prosaic","Machine Learning","Training program"],"cfb187c1":["Career transition","Training program"],"d0e798b2":["Takeover risk mitigation"],"d325ceda":["Takeover risk mitigation","Prosaic","Machine Learning"],"d4879159":["Career transition"],"db69ab32":["Field building"],"e109ab41":["Field building","Event"],"e6810f59":["Field building","Security (cyber/hardware)"],"ea484c4a":["Governance","Evals"],"ec0099fb":["Takeover risk mitigation","Machine Learning","Academia","Theoretical / conceptual / mathematical / philosophical"],"f59053df":["Communications","Governance"],"f87d2fc3":["Takeover risk mitigation","Evals"],"fbd7cb5b":["Academia","Governance"]}},"ai2050":{"clusters":{},"notes":{"00638573":"AI2050 project on building LLM-based AI agents that plan and cooperate on behalf of people. https://www.schmidtsciences.org/schmidt-sciences-to-award-12-million-to-advance-research-on-beneficial-ai-2/","0232d64d":"Hima Lakkaraju (Harvard) AI2050 early career fellow; known for explainability and trustworthy ML research. https://www.schmidtsciences.org/ai2050-early-career-fellows-2024/","06796dc1":"AI2050 senior fellow: economics of how AI affects work, employment and income. https://www.schmidtsciences.org/schmidt-sciences-to-award-12-million-to-advance-research-on-beneficial-ai-2/","122d9d67":"IAS sociologist studying how overlapping AI systems shape everyday life across three generations of American families. https://www.schmidtsciences.org/ai2050-fellows-2026-announcement/","145d4699":"AI2050 early-career fellowship to Adam Gleave, CEO of FAR.AI (robustness, deception and alignment research); project not described on the announcement. https://www.schmidtsciences.org/2025-ai2050-fellows-announcement/","153725d4":"AI2050 fellowship for Florian Shkurti (Toronto) on AI+robotics self-driving labs for materials discovery; AI for science, not safety. https://ai2050.schmidtsciences.org/fellow/florian-shkurti/","15791de8":"AI2050 project linking enzyme sequences to chemical reactions with ML and experimental datasets; AI for science. https://ai2050.schmidtsciences.org/fellow/yunha-hwang/","18fe5716":"AI2050 project builds AI-based digital twins of the human brain's language/perception processing (NeuroAI), not AI safety. https://ai.epfl.ch/epfl-professors-named-schmidt-sciences-ai2050-fellows/","1d915da7":"AI2050 project using AI to plan safe and effective prescribed burns (wildfire risk); AI for science, not AI safety. https://ai2050.schmidtsciences.org/fellow/zongyi-li/","1e2fdcf6":"AI2050 early-career fellowship to MIT assistant professor Alex Damian (deep learning optimisation theory); project not described. https://www.schmidtsciences.org/ai2050-fellows-2026-announcement/","1ea2621d":"AI2050 project develops geometry-informed foundation models for resource-efficient scientific AI. https://seas.harvard.edu/news/2025/11/schmidt-sciences-awards-early-career-fellowships-michael-albergo-melanie-weber","20ca9028":"AI2050 project on decision-focused AI (ML + optimisation) for health and environmental sustainability. https://ai2050.schmidtsciences.org/fellow/kai-wang/","24e4c258":"Individual #1948's AI2050 project 2DMatAgent: AI platform for autonomous discovery of 2D materials - AI for science, not safety. https://ai2050.schmidtsciences.org/fellow/bijun-tang/","28207f04":"Flanigan's AI2050 project builds tools for governments to elicit and aggregate rich public input on complex policy decisions (democratic deliberation). https://ai2050.schmidtsciences.org/fellow/bailey-flanigan/","2e355400":"AI2050 senior fellow (philosopher): how human values and AI systems change one another, with guidance for design and governance. https://www.schmidtsciences.org/ai2050-fellows-2026-announcement/","381f028c":"Cornell professor building open accent/dialect-stratified benchmarks auditing automated speech recognition fairness (near-term assurance). https://ai2050.schmidtsciences.org/fellow/allison-koenecke/","397890f2":"JHU professor building tools to measure and protect privacy against training-data memorisation in AI models. https://ai2050.schmidtsciences.org/fellow/anjalie-field/","3cb73dc7":"AI2050 project on AI's effects on labour vs capital and global organisation of work, incl. tools measuring AI adoption. https://ai2050.schmidtsciences.org/fellow/lindsey-raymond/","4a392e5b":"AI2050 fellowship for Individual #1779 (ETH) building public benchmarks of AI-enabled cyberattacks, surveillance, deanonymisation and cryptanalysis. https://ai2050.schmidtsciences.org/fellow/florian-tramer/","4f286c90":"AI2050 early-career fellowship to CMU assistant professor Akari Asai (retrieval-augmented LMs); project not described on the announcement. https://www.schmidtsciences.org/ai2050-fellows-2026-announcement/","5370d576":"AI2050 project on AI superresolution of climate/weather data; not AI safety. https://ai2050.schmidtsciences.org/fellow/david-rolnick/","5506fbc0":"Imperial news: Gege Wen's AI2050 project builds AI to discover unknown physics from experimental data, for underground hydrogen storage (clean energy) - AI for science, not safety. https://www.imperial.ac.uk/news/251842/dr-gege-wen-announced-schmidt-sciences/","563c4810":"Max Planck ELLIS group leader developing neural network methods for genomics data (AI for science). https://ai2050.schmidtsciences.org/fellow/antonio-orvieto/","589f4cc5":"AI2050 project 'The Ethics of Delegating to AI' — right to a human decision, human rights and military AI. https://ai2050.schmidtsciences.org/fellow/linda-eggert/","754cc933":"AI2050 project: understanding AI via its internals (representation engineering) to make systems transparent, controllable, honest. https://ai2050.schmidtsciences.org/fellow/dan-hendrycks/","75ed1b6e":"AI2050 early-career fellowship to Alexander Tong (Aithrya; generative models for science); project not described. https://www.schmidtsciences.org/ai2050-fellows-2026-announcement/","76f53f66":"AI2050 project on cultural perceptions of AI-driven digital immortality in three Eastern countries, via intercultural workshops. https://ai2050.schmidtsciences.org/fellow/katarzyna-nowaczyk-basinska/","79400b86":"AI2050 project on how LLMs can advance health equity; not AI safety. https://ai2050.schmidtsciences.org/fellow/emma-pierson/","80d22fe4":"AI2050 project on how shared reliance on the same AI models creates correlated errors in markets, democracy, science and journalism, and on evaluation standards rewarding diversity. https://ai2050.schmidtsciences.org/fellow/manish-raghavan/","84fe9b80":"AI2050 fellow project combining control theory and causal inference to build tools to anticipate, detect and intervene on harms (addiction, radicalization) from large-scale AI systems like recommenders. https://ai2050.schmidtsciences.org/fellow/sarah-dean/","871ad9ca":"Haifeng Xu (UChicago) AI2050 early career fellow; announcement gives no project, his work is on economics/incentives of ML. https://www.schmidtsciences.org/ai2050-early-career-fellows-2024/","8dcbc4b6":"University of Toronto professor building an LLM/agentic 'AI chemist' to accelerate chemical discovery. https://www.schmidtsciences.org/2025-ai2050-fellows-announcement/","918b6317":"AI2050 project designing more efficient AI architectures to cut compute cost and enable long-context/on-device models. https://ai2050.schmidtsciences.org/fellow/yoon-kim/","924f64e1":"AI2050 project extending alignment to African languages and cultural values, with open benchmarks and data. https://ai2050.schmidtsciences.org/fellow/shamsuddeen-hassan-muhammad/","9409d616":"Hannah Kerner (ASU) AI2050 early career fellow; announcement gives no project, her research is ML for remote sensing/agriculture. https://www.schmidtsciences.org/2025-ai2050-fellows-announcement/","97a501d9":"AI2050 fellow working on AI and control for sustainable energy systems (building climate/air-quality control); AI-for-good, not safety. https://timesofsandiego.com/tech/2025/01/01/uc-san-diego-professor-selected-as-fellow-to-study-ways-a-i-can-serve-greater-good/","9c47bac0":"AI2050 project aligning ML with algorithmic reasoning for NP-hard optimisation problems; not safety. https://ai2050.schmidtsciences.org/fellow/ellen-vitercik/","a3c3cf4f":"Carla Gomes' AI2050 project unifies symbolic reasoning, deep learning and optimisation for AI-driven scientific discovery. https://www.schmidtsciences.org/schmidt-sciences-to-award-12-million-to-advance-research-on-beneficial-ai-2/","a5fdd879":"AI2050 project: tools translating AI-detected patterns into testable scientific theories (AI for science). https://www.schmidtsciences.org/ai2050-fellows-2026-announcement/","a7ea7fb2":"Kasirzadeh's AI2050 project: multidisciplinary (philosophy, game theory, systems theory) work on aligning LLMs with human values. https://ai2050.schmidtsciences.org/fellow/atoosa-kasirzadeh/","aace5ba8":"CMU roboticist developing deployment-time 'safety steering' for general-purpose robot foundation models. https://ai2050.schmidtsciences.org/fellow/andrea-bajcsy/","ab072fe6":"AI2050 project: trustworthy multi-agent AI teams with faithful communication and interpretable oversight agents. https://ai2050.schmidtsciences.org/fellow/daniel-fried/","afac548d":"AI2050 profile (hard problem: Assurance): IIT Madras assistant professor building efficient fine-tuning, inference and reasoning methods for multimodal foundation models with provable privacy protection for sensitive healthcare/finance data. https://ai2050.schmidtsciences.org/fellow/krishna-pillutla/","b3def6f3":"AI2050 project: multi-agent AI collusion, steganography and undetectable attacks, with defenses for secure multi-agent systems. https://ai2050.schmidtsciences.org/fellow/christian-schroeder-de-witt/","b4964796":"AI2050 project on theoretical foundations and algorithms for AI that adapts to collaborate with new human partners (alignment). https://ai2050.schmidtsciences.org/?p=927","b56a97ff":"AI2050 early-career fellowship to UCLA assistant professor Aditya Grover (generative models / AI for science); project not described on the announcement. https://www.schmidtsciences.org/ai2050-early-career-fellows-2024/","b73d827b":"AI2050 project giving AI a purposeful theory of mind to respect human welfare and autonomy. https://www.schmidtsciences.org/2025-ai2050-fellows-announcement/","be017193":"AI2050 fellowship for Eric Wong (UPenn) developing robust ML methods to prevent misuse of generative AI and keep it accountable to regulation. https://ai2050.schmidtsciences.org/fellow/eric-wong/","bf34b0d4":"AI2050 project: making ML models more robust by identifying and correcting model misconceptions with targeted information. https://ai2050.schmidtsciences.org/fellow/chelsea-finn/","c27feb55":"AI2050 early-career fellowship to NTU assistant professor Aditya Nair; the announcement gives no project description. https://www.schmidtsciences.org/ai2050-fellows-2026-announcement/","c55084cf":"UC Berkeley professor developing tools to validate whether predictive AI systems in healthcare/criminal justice forecast the right target (assurance). https://ai2050.schmidtsciences.org/fellow/amanda-coston/","c73fb8ea":"AI2050 project combining bio imaging with protein structure prediction; AI-for-science, not safety. https://ai2050.schmidtsciences.org/fellow/ellen-zhong/","c8750e06":"UC Santa Cruz professor combining ML with statistical physics to predict rare extreme climate events. https://ai2050.schmidtsciences.org/fellow/ashesh-chattopadhyay/","cc8d41c8":"AI2050 project combining specialised scientific models with general models towards scientific AGI (capabilities). https://www.schmidtsciences.org/2025-ai2050-fellows-announcement/","cdcaf970":"Cornell Tech professor studying risks (e.g. sycophancy) that emerge from repeated, collective AI use and designing safeguards. https://ai2050.schmidtsciences.org/fellow/angelina-wang/","ce9ecf3b":"AI2050 project: vision-language models extracting expert information from biodiversity images; AI-for-science, not safety. https://www.csail.mit.edu/news/csails-sara-beery-marzyeh-ghassemi-and-yoon-kim-earn-ai2050-early-career-fellowships","cec9fed7":"AI2050 project challenges the one-big-centralised-model paradigm to improve language model design (capabilities/architecture research). https://www.schmidtsciences.org/2025-ai2050-fellows-announcement/","d076c65c":"Schölkopf's AI2050 project develops causal models letting AI learn from observation/interventions to generalise robustly and aid science. https://www.schmidtsciences.org/ai2050-fellows-2026-announcement/","d0ddbca5":"EPFL professor developing algorithms to make LLMs work for underrepresented languages and cultures. https://ai2050.schmidtsciences.org/fellow/antoine-bosselut/","d367c30b":"Aviral Kumar's AI2050 project trains foundation models on reasoning processes ('algorithm learning') to reason longer and express uncertainty - mainly capabilities. https://ai2050.schmidtsciences.org/fellow/aviral-kumar/","d4c991f9":"AI2050 project: AI systems choosing next experiments to engineer therapeutic T cells (AI for biology), not safety. https://ai2050.schmidtsciences.org/fellow/romain-lopez/","d63ba334":"AI2050 project on the mathematics of flow/diffusion generative models and applying them to living matter; not AI safety. https://seas.harvard.edu/news/2025/11/schmidt-sciences-awards-early-career-fellowships-michael-albergo-melanie-weber","d8cc713f":"AI2050 project: measuring and improving how AI models represent different countries and cultures. https://ai2050.schmidtsciences.org/fellow/danish-pruthi/","d96ad3e9":"AI2050 senior fellow developing algorithms, benchmarks and metrics for AI to reflect pluralistic human value systems. https://www.schmidtsciences.org/schmidt-sciences-to-award-12-million-to-advance-research-on-beneficial-ai-2/","e3ba529d":"AI2050 project: biological world models of cells/tissues for forecasting biology and optimizing cancer therapies (AI for science). https://ai2050.schmidtsciences.org/fellow/charlotte-bunne/","e4f44e59":"AI2050 project extending multilingual LLMs to under-resourced African/SE Asian/American languages. https://ai2050.schmidtsciences.org/fellow/david-ifeoluwa-adelani/","eb3ee1dc":"AI2050 project on harmful AI persuasion: studying persuasive agents, 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https://www.longtermwiki.com/grants/OPcRiUiBg5","0650c91b":"Pr(Ai)2R group (Atticus Geiger) doing causal-abstraction mechanistic interpretability research. https://www.far.ai/author/atticus-geiger","104b29f9":"CEGIA is catalogued on Trace as an AI governance/policy/advocacy org receiving Coefficient Giving 'AI Governance Work' funding. https://trace.manifund.org/orgs/cegia","113c313d":"CORAL (Computational Rational Agents Laboratory) pursues the learning-theoretic agent foundations agenda. https://coral-research.org/","1edfc761":"Sage builds forecasting software tools and the AI Digest explainers communicating AI capabilities. https://coefficientgiving.org/funds/navigating-transformative-ai/","24a20d69":"FABRIC (Czechia) runs ESPR and PAIR rationality and AI summer camps for mathematically talented teens. https://www.lesswrong.com/posts/ujyWw3rsn3LwSwgFi/apply-to-espr-and-pair-2026-rationality-and-ai-camps-for","2bb595bb":"Atlas Computing scopes ownerless AI risks into fundable interventions (formal methods / FMxAI work, now Atlas Ignota under Convergent Research). https://www.atlascomputing.org/","2e3e6ff1":"Albion East (UK consultancy, Seoul-focused; founder Individual #1919, ex-FCDO diplomat and CETaS fellow) houses the AI Diplomatic Engagement Network (ADEN), which Albion East's site calls a 'new global AI safety initiative' run by Nelson with Individual #9822 as adviser; aimed at diplomatic engagement on AI safety. https://www.albioneast.com/","3716a7dd":"Speculative Technologies is a metascience nonprofit running research-leadership training (Brains accelerator); not AI-safety-specific. https://coefficientgiving.org/funds/navigating-transformative-ai/","47362aaa":"AI Safety Hub Ltd is the entity behind the London Initiative for Safe AI (LISA) coworking hub; grant covers operating costs. https://coefficientgiving.org/funds/navigating-transformative-ai/","5b333b64":"Augur is a small AI research consultancy mapping frontier AI supply chains (chips, fabs, datacenters, minerals, capital), strategic AI use-cases, and control/ownership of AI systems, writing strategy proposals for policymakers. Its job ad and Substack update say this; funded from Coefficient Giving's Navigating Transformative AI fund (also SFF-2025 via Augur LLC). It is not the UK CCTV startup of ","6673d53c":"John Hawthorne is USC Provost Professor of Philosophy (epistemology, metaphysics, language); he is active in philosophy of AI (speaker at HKU 'Minds, Meaning, and Machines' workshop on AI mindedness/interpretationist models). Grant specifics unpublished. https://ai-humanity.net/minds-meaning-and-machines-new-work-in-philosophy-of-ai/","66ab43bc":"Operations support for UC Berkeley CLTC, whose AI Security Initiative does AI risk-management research and governance guidance. https://cltc.berkeley.edu/program/ai-security-initiative/","6c2b791b":"Tara Research benchmarks dishonesty in AI agents and runs a leaderboard comparing honesty-alignment methods. https://tararesearch.org/","6c6cc2b0":"Constellation is a Berkeley AI safety research center/coworking space running fellowships and programs. https://coefficientgiving.org/funds/navigating-transformative-ai/","7c05e871":"P-Zero Research (founded by ex-OpenAI Preparedness staff Dane Sherburn and Ollie Jaffe) works on 'mitigating the risks downstream of automated AI R&D': measuring and forecasting how close models are to automating AI R&D (e.g. the TasteVal research-taste eval) and on pacing progress safely. Trace shows CG grants of $250k (Feb 2026) and $5.58M (Jun 2026). https://pzeroresearch.com/","7c4895cc":"Funds Rethink Priorities surveys and interviews on how different groups use and perceive LLMs in work and daily life, under Open Phil's RFP on studying and forecasting real-world impacts of LLM systems. https://www.longtermwiki.com/grants/d6aZ1b6KXr","89944a77":"inversionresearch.org now redirects to Intelligence Security Laboratories, a 501(c)(3) R&D lab 'building secure infrastructure for transformative AI' / high-security AI systems; grant funds a security research space run by it. Space details not published. https://intelligencesecuritylaboratories.org/","96a1422f":"Positive AI Labs: 2026 Coefficient Giving grant tagged technical AI safety research and field building; no further description found. https://trace.manifund.org/orgs/positive-ai-labs","a462b1df":"P-Zero Research (founded by ex-OpenAI Preparedness staff Dane Sherburn and Ollie Jaffe) works on mitigating risks from automated AI R&D: measuring and forecasting AI R&D automation (e.g. TasteVal eval of research taste) and pacing progress safely; Trace lists it as technical AI safety with a later $5.58M CG grant. https://pzeroresearch.com/","afade154":"Sage builds forecasting software tools and the AI Digest explainers communicating AI capabilities. https://coefficientgiving.org/funds/navigating-transformative-ai/","c6f0fcc3":"Koddermann Public Affairs (AI governance/advocacy) — grant for the AI Summit Alliance, categorised as advocacy. https://trace.manifund.org/orgs/koddermann-public-affairs","d3169e14":"Koddermann Public Affairs — recruiting support for AI safety organisations (career transitions / fieldbuilding). https://trace.manifund.org/orgs/koddermann-public-affairs","d437bf08":"Report investigating whether LLM-based models can do model-based planning, a crux for whether they lead to AGI. https://www.lesswrong.com/posts/d2pohPvyve5sbTsTZ/can-llm-based-models-do-model-based-planning-1","e4504f05":"Algorithmic Research Group builds open benchmarks, datasets and infrastructure measuring how AI agents perform on real ML research tasks. https://algorithmicresearchgroup.com/","e8eeeafc":"Palisade Research builds demonstrations of dangerous/offensive AI capabilities (e.g. shutdown resistance) to inform policymakers and the public. https://palisaderesearch.org/","f9fbdd6f":"Palisade Research builds demonstrations of dangerous/offensive AI capabilities (e.g. shutdown resistance) to inform policymakers and the public. 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Learning"]}},"ergo-impact":{"clusters":{},"notes":{},"tagVocabulary":"v3 2026-10-25","tags":{"4730ecaf":["Governance"]}},"far-ai-grantmaking":{"tags":{"5521baf3":["Academia","Evals","Machine Learning"],"89dd8144":["Academia","Machine Learning","Security (cyber/hardware)"],"9c55e475":["Academia","Prosaic","Machine Learning","Takeover risk mitigation"],"b7deb65a":["Academia","Prosaic","Machine Learning","Security (cyber/hardware)"]}},"foresight-institute-funding":{"clusters":{"47217541":"AI for science (longevity)","60584942":"Unclear purpose","035a5ef7":"AI for science","1395a0be":"Unclear purpose","1c02a4ca":"AI for science (longevity)","395b09ee":"Privacy / anti-surveillance","4bf291a3":"Whole brain emulation / neurotech for AI safety","4cc19c45":"AI for science (bioelectricity / regenerative biotech)","4e02eba5":"Unclear purpose","5644bf25":"Unclear purpose","6308a6e6":"Neurotech / brain foundation models for alignment","63b66e42":"AI for science (nanotechnology)","793d3c9b":"Multi-agent cooperation","a449cafd":"Unclear purpose","a5a3d2df":"Whole brain emulation / neurotech for AI safety","a86f2946":"Neurotechnology / whole-brain imaging for AI safety","b206584a":"AI for science","d20de93e":"AI for science (neuro)","d3bd5221":"Neurotech","d5f050a6":"AI for science (longevity biotech)","e1d4f2d3":"Unclear purpose","fbeb0965":"AI for science (longevity)"},"notes":{"41824574":"Foresight Nodes page lists no project; Nayebi is a CMU NeuroAI professor who also works on theoretical barriers to AI alignment. https://foresight.org/grants/grants-ai-for-science-safety/","47217541":"Individual #9627 is Executive Director of the Longevity Biotech Fellowship, a community bringing people into longevity biotech; his stated focus is radical longevity (also LongevityList and LongevityMarketcap). The Foresight node grant is likely AI-for-longevity (project unpublished). https://www.lifespan.io/organizations/longevity-biotech-fellowship","60584942":"(Low confidence) Foresight AI for Science & Safety Nodes grantee at NC State; searches for the name with NC State/AI/neuroscience found nothing, the Foresight grantee page returned an error and the archived grants page was blocked; search budget then ran out. https://web.archive.org/web/20260312091909/https://foresight.org/grants/grants-ai-for-science-safety/","035a5ef7":"Simon Dürr is an assistant professor of Digital Life Sciences at HES-SO Valais-Wallis working on deep-learning protein design and open-science tools; his Foresight talks are 'Reproducible Protein Design with GradioBio' and 'Designing stable Metalloproteins using Deep Learning'. That points to AI-for-science protein design, not safety. Grant project unpublished. https://foresight.org/people/simon-d","1395a0be":"(Low confidence) Individual #5879 is a Berlin-based investor at Seed Club Ventures (web3, DAO tooling). 'Y Cluster' could not be identified; possibly Foresight's Berlin node or decentralised-AI area. Foresight's profile has no project, so the grant's purpose is still unknown. https://signal.nfx.com/investors/nima-asghari","199cd68d":"Richard Mallah leads CARMA (Center for AI Risk Management & Alignment), doing AI risk management, policy and alignment strategy work. https://www.longtermwiki.com/wiki/carma","1c02a4ca":"Manuel Collado runs ColladoLab (CiMUS-USC, Santiago de Compostela) on cell senescence, cancer and ageing; the lab site mentions no AI work. The Foresight AI for Science node grant is presumably in its AI for longevity biotech area (project unpublished). https://colladolab.com/","1fc369cd":"Individual #6424 is a biophysics PhD candidate in Hendrik Dietz's Biomolecular Nanotechnology lab (TU Munich), engineering chemically fuelled DNA-origami motors. He gave a Foresight talk on this, so the grant was likely from the nanotech track, not AI safety. https://foresight.org/people/brent-james-fielden/","20aff7b7":"Foresight Nodes page gives no project; Procaccia (Harvard) works on social-choice approaches to aligning AI with groups (cf. his Policy Aggregation grant). https://www.cooperativeai.com/post/grant-summaries","24d2f81e":"Foresight profile: Individual #1816 works on reducing x-risk from advanced AI, mainly by forecasting AI capability progress for alignment researchers and policymakers (also executive coaching). Not listed on Eleos team page; earlier AI-welfare guess dropped. Specific project unpublished. https://foresight.org/people/kathleen-finlinson/","2bb1b50c":"Human-like Artificial Agency Program: building cognitively constrained general agents tested on ARC-AGI-3. https://foresight.org/grantees/2026-richard-csaky/","30f9c82d":"Foresight AI for Science & Safety node grant to Oxford's Schroeder de Witt, who works on multi-agent security and AI collusion. https://foresight.org/grants/grants-ai-for-science-safety/","36b011d9":"Foresight grant training AI models on transcriptomics to study neuronal rejuvenation in Parkinson's. https://foresight.org/grantees/2026-alexander-lenail/","42f7cfd6":"Univ. of Birmingham associate professor and co-founder of Zeroth Research, using cryptography/zero-knowledge proofs for verifiable AI safety. https://pascal-berrang.de","4bf291a3":"(Low confidence) Individual #4226 (ex-Boyden Synthetic Neurobiology group, expansion microscopy/brain-mapping chemist, Eon Systems) works on brain mapping for whole-brain emulation; grant likely under Foresight's neuro/WBE node area, exact project unpublished. https://synthneuro.org/people/richie-kohman/","4cc19c45":"(Low confidence) Individual #5658's Foresight profile links eastamericascience.com: a North Carolina company building hardware/algorithms to read and write bioelectricity (planarian regeneration, ageing). Node project unpublished. https://eastamericascience.com/","4e02eba5":"(Low confidence) Foresight AI for Science & Safety Nodes grantee (affiliation BioWeave), not on the current live grants page, and archive snapshots are blocked; searches for 'Individual #2075' + BioWeave/Foresight/AI/biology found nothing relevant, so possibly a bio-related project. https://foresight.org/grants/grants-ai-for-science-safety/","55e4299a":"Individual #5666's Foresight profile links to East America Science (Research Triangle NC), which builds hardware and algorithms for bioelectricity and regenerative-medicine research (planarian experiments). Likely funded under Foresight's AI-first bio science track, not AI safety. https://eastamericascience.com/","5644bf25":"(Low confidence) Foresight AI for Science & Safety Nodes grantee (affiliation 'East America Science'), not on the current live grants page, and archive snapshots are blocked; searches for the name + East America Science/Foresight found nothing. https://foresight.org/grants/grants-ai-for-science-safety/","612fd23f":"(Low confidence) Foresight node grantee via Decentralized Cooperation Foundation; Individual #7109 works on Endo/Hardened JavaScript, a secure distributed JS sandbox (confinement, supply-chain-attack resistance). Foresight's categories include AI for Security and Decentralized & Cooperative AI, but the funded project is unpublished and Foresight/kriskowal.com pages give no project detail. https://github","6308a6e6":"Foresight grantee Eva Dyer (UPenn) presented 'A Multimodal Foundation Model for Human Brain Dynamics and Alignment' at Foresight (Mar 2026), most likely the funded project. It is ML on neural data under the program's AI-for-Neuro area, with only a loose link to AI alignment. https://foresight.org/?p=10836","63b66e42":"(Low confidence) Individual #9746 is a CU Boulder ATLAS postdoc specialising in DNA origami nanotechnology and nanorobotic design (Foresight profile + ATLAS page); node project likely AI-for-nanotech, unpublished. https://foresight.org/people/joshua-johnson/","6aba3cf6":"Andrew Payne is co-founder/CEO of E11 Bio (an FRO building scalable optical connectomics, PRISM); he has argued that mapping mammalian reward circuitry could inform AI alignment (IFP piece). Foresight grant likely funds the neuro/brain-mapping track; project not published. https://ifp.org/mapping-the-brain-for-alignment/","6d9b4567":"Inversed Tech (Berlin) prototyping an identity and cryptographic authorization/accountability system for multi-agent AI security. https://foresight.org/grantees/2026-aurelien-nicolas/","708f9f8e":"Individual #8329 (Asst Prof, University of Birmingham; ex-EPFL IdePHICS) works on securing autonomous systems and formally verifying ML; his Zeroth Research is a 'Safeguarded AI' startup building a verification stack that produces and checks formal proof certificates for AI systems. The specific Foresight project is unpublished. https://arnaboldiluca.eu/","739454a3":"Individual #5371 is a Research Affiliate at Oxford Martin AIGI and a former DSIT AI Risk Advisor; she works on international AI governance, AI risk assessment, institutional design and benefit-sharing with Global Majority countries. Foresight project unpublished. https://aigi.ox.ac.uk/people/sumaya-nur-adan/","775579a1":"(Low confidence) Blake Richards is a Mila / McGill neuro-AI professor. The Foresight AI for Science & Safety Nodes page lists him only as previously funded; neither his Foresight profile nor the page names a project. https://foresight.org/grants/grants-ai-for-science-safety/","82aa8c50":"Cambridge researcher on alignment, interpretability and truth-seeking AI (sycophancy, confirmation bias in reasoning models). https://www.chia.cam.ac.uk/team/zhonghao-he","8abb7209":"WashU professor working on safety of learning-based autonomous systems: provably safe controllers, LLM planning with conformal guarantees, preference learning under disagreement. https://engineering.nyu.edu/events/2025/02/06/achieving-ai-safety-contested-world","a02027b2":"Foresight AI for Science & Safety Nodes grantee (live page: 'Previously funded', University of California) with no project text. Dawn Song (UC Berkeley, co-director of the RDI center) focuses on AI safety and security, safe and secure agentic AI, prompt-injection defence, frontier AI and cybersecurity, and decentralized AI. https://dawnsong.io/","a2e87844":"mithrilAI Corp is an NC State spin-out building side-channel/fault-injection-resistant 'provably secure ML chips' (trusted AI hardware); Individual #5874's Foresight node project itself is unpublished, so the tag follows his affiliation's work (Foresight node categories include 'AI for Security'). https://mithrilai.com/","a449cafd":"(Low confidence) Foresight AI for Science & Safety Nodes grantee (UMass Lowell / Harvard); name searches returned nothing relevant, Foresight grantee pages errored and the archived grants page was blocked; search budget then ran out. https://web.archive.org/web/20251113042057/https://foresight.org/grants/grants-ai-for-science-safety/","a5a3d2df":"Individual #4757 is a senior scientist at Eon Systems, which built an embodied whole-brain emulation of the fruit fly from the FlyWire connectome (mouse next), and co-authored the State of Brain Emulation Report 2025; the grant probably sits under Foresight's 'AI for Neuro, BCI & WBE' node area, which it frames as defensive AI safety. Exact project unpublished. https://blog.neuralnexus.press/p/ghost-in","a65f7823":"Foresight AI for Science & Safety node grant to Dan Hendrycks (Center for AI Safety); no project details published. https://foresight.org/grants/grants-ai-for-science-safety/","a91e1e4a":"Individual #1170 (Cronin Group, Glasgow; Foresight Fellow) builds autonomous Chemputer platforms for synthesising molecular machines - AI-for-science, not safety. https://www.chem.gla.ac.uk/cronin/news/cronin-group-member-dean-thomas-presents-chemputer-research-at-vision-weekend-2025","a9ba3fed":"Field experiment at Edge Esmeralda 2026 giving hundreds of participants personal AI agents to study human-agent coordination and its failure modes. https://foresight.org/grantees/2026-timour-kosters/","b0d0cea5":"(Low confidence) Individual #8277: final-year Cambridge Engineering PhD (LLM synthetic data, open-endedness), ex-UK AISI/Frontier AI Taskforce, advises governments on AI policy; Foresight node project itself unpublished. https://herbiebradley.com/","b206584a":"Shucong Li is an Assistant Professor (Materials Science & Physics) at Georgia Tech whose SRM-Lab builds soft, self-regulating materials (hydrogels, soft actuators/robotics); her Foresight profile and lab site make no mention of AI or AI safety, so the node grant is most likely AI-for-science materials work. Project itself unpublished. https://people.research.gatech.edu/shucong-li","bce5f517":"Individual #8787 is affiliated with the Longevity Biotech Fellowship/Vitalism; Foresight AI for Science node grant in the AI-for-longevity area. https://foresight.org/grants/grants-ai-for-science-safety/","c2363d73":"Individual #8019 (UNSW Trustworthy Systems) does formal verification of seL4, proving absence of information flow / microarchitectural leaks; the Foresight node grant probably fits its 'AI for Security' area, project text unpublished. https://www.unsw.edu.au/staff/robert-sison","d20de93e":"Talmo Pereira is an Assistant Professor at Salk and Director of its Center for AI and Research Computing; he builds ML tools for neuroscience and behaviour (SLEAP pose tracking). His Foresight talks are on NeuroAI, so this is likely the AI for Neuro track. Project unpublished. https://foresight.org/people/talmo-pereira/","d5f050a6":"(Low confidence) Individual #4679 (PhD genomics, Cambridge) is founder/CEO of Infinicell Bio, a stem-cell platform for regenerative medicine; her Foresight profile cites deep-tech experience in biotech, pharma, NHS, VC and policy. The grant is likely in the AI for Longevity Biotechnology node, but the project is unpublished. https://foresight.org/people/sobia-hamid/","e1d4f2d3":"(Low confidence) Foresight people page exists but has no bio or project; his personal site (liammcnamara.ca) is blocked to fetching, the current Foresight grants page no longer lists him, the archived page is blocked, and searches found no matching researcher. Project still unknown. https://foresight.org/people/liam-mcnamara/","ebca730d":"Individual #1878 (Anthropic AI Safety Fellow, ex-CHAI and PKU Alignment, SPAR mentor) does alignment research aimed at supporting human truth-seeking and moral progress, e.g. ProgressGym, and led an ACL 2025 best paper. Foresight project unpublished. https://foresight.org/?p=9505","f16d08fb":"Individual #6680 (King's College London) researches ageing and epigenetic biomarkers; Foresight AI for Science node grant, not AI safety. https://foresight.org/people/chiara-herzog/","f2d24f12":"Freie Universitat Berlin neuroscience project building brain-aligned generative models (Foresight). https://foresight.org/grantees/2026-adrien-doerig/","f3c361aa":"Gernot Heiser (UNSW, Trustworthy Systems) leads seL4, the formally verified microkernel; Foresight profile lists his seL4 'formal proofs for real-world cybersecurity' talks. Specific node project unpublished; tags follow his research. https://foresight.org/people/gernot-heiser/","f534a89c":"Adam Binksmith runs Sage/AI Digest; its Manifund page states 'Foresight Institute expects to make a $100k grant to support the AI Village' (live demo of frontier AI agents acting in the world, used as an AI-capabilities explainer for policy audiences). https://manifund.org/projects/ai-digest","f60b4866":"(Low confidence) Mark S. Miller (Agoric chief scientist, Foresight senior fellow, co-author of Gaming the Future) works on object-capability secure distributed computing and has talked on 'misdiagnosing AGI risk'. Foresight lists him as a prior grantee without project detail, so the security/decentralised-AI framing is inferred. https://foresight.org/grants/grants-ai-for-science-safety/","fbeb0965":"Individual #1315 is a Wyss Institute graduate research fellow (mentors George Church, Ed Boyden) working on rejuvenation, bioengineering and cryobiology (project 'Ichor: Reversing Aging'); no AI involvement is mentioned. The Foresight node grant is likely in AI for longevity. https://wyss.harvard.edu/team/postdoctoral-fellow/michael-shadpour"},"tagVocabulary":"v3 2026-10-25","tags":{"41824574":["Takeover risk mitigation","Academia","Theoretical / conceptual / mathematical / philosophical"],"47217541":["Other / out of scope"],"60584942":["Academia"],"035a5ef7":["Academia","Other / out of scope"],"05140407":["Takeover risk mitigation","Prosaic","Machine Learning","Security (cyber/hardware)"],"0df39d13":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Event"],"0eb17299":["Other / out of scope"],"12e24ee6":["Academia","Other / out of scope"],"1395a0be":["Academia"],"17c6ec64":["Machine Learning","Biosecurity"],"17da3851":["Other / out of scope"],"199cd68d":["Takeover risk mitigation","Governance","Strategy"],"1b84483d":["Strategy"],"1c02a4ca":["Other / out of scope"],"1cc5bfe5":["Takeover risk mitigation","Data collection and 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https://manifund.org/projects/sentient-futures-project-incubator","4641c2f7":"Six-month transition for an econometrician into AI safety, stress-testing statistical validity of dangerous-capability evals. https://manifund.org/projects/empirical-econ---applied-ai-transition-for-quantitative-econometrician","73e201fc":"Humans in Control is a grassroots nonpartisan org advocating for AI safeguards; grant launches campus chapters. https://manifund.org/projects/student-organizing-program-for-humans-in-control","81fa6d37":"Building a searchable catalogue/dataset of ~300 AI safety techniques with evidence, deployment status and gap maps for researchers and funders. https://manifund.org/projects/the-ai-safety-stack","947866e4":"Separatrix is Individual #2188's lab doing empirical research on when cooperative AI strategies outcompete adversarial ones. https://app.grantmaking.ai/results/launch","b1ee22b0":"Separating genuine generalisation from memorisation and detecting benchmark contamination so capability progress can be measured reliably. https://manifund.org/projects/originality-quantification-and-decomposition-of-generalization","ba0a3c85":"Part-time online fellowship pairing builders (esp. India) with AI safety mentors to build tools, evals and prototypes. https://manifund.org/projects/ai-safety-for-builders-hackathon","ec05e67b":"Via Lattea training materials and workshops for European civil society to campaign against autonomous weapons. https://manifund.org/projects/preserving-the-human-veto"},"tagVocabulary":"v3 2026-10-25","tags":{"64474979":["Takeover risk mitigation","Data collection and visualisation","Governance"],"0d2984f6":["Takeover risk mitigation","Prosaic","Machine Learning"],"0fa78ae9":["Field building","Training program","Governance"],"130a32c7":["Prosaic","Machine Learning","Academia","Interpretability"],"1a4eae75":["Prosaic","Machine Learning","Interpretability"],"2326185c":["Data collection and visualisation","Governance"],"312120ee":["Training program","AI welfare / digital minds"],"435137bb":["Governance"],"4641c2f7":["Career transition","Evals"],"55c07f4e":["Academia","Biosecurity"],"62d329a4":["Prosaic","Machine 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scope","Communications"],"ab6421fe":["Other / out of scope"],"ab72ce25":["EA meta","Training program"],"ac97fdd0":["Other / out of scope"],"acf14090":["Other / out of scope"],"acfe6611":["Career advising","EA meta"],"ae350b04":["Other / out of scope"],"ae91b667":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"b02c2878":["Other / out of scope"],"b0b5d885":["Academia","Strategy"],"b22193d3":["Other / out of scope"],"b2c020bf":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"b3c2e17f":["Other / out of scope"],"b5b6ec60":["Forecasting"],"b5b836c9":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"b6d88c26":["Strategy","Governance"],"b6e14344":["Academia"],"b73336fa":["Other / out of scope"],"b89da80c":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"b9a3d65f":["Takeover risk mitigation","Governance","Communications","Field building"],"baa2408b":["Strategy","Governance"],"bc35b24d":["Field building","Takeover risk mitigation"],"bec6f297":["Field building","Takeover risk mitigation"],"c1198928":["Other / out of scope","Communications"],"c13633af":["Other / out of scope"],"c18ba99e":["Other / out of scope"],"c3e57544":["Takeover risk mitigation","Governance","Communications"],"c678169a":["EA meta"],"c805727e":["EA meta","Training program"],"c8a62039":["Other / out of scope"],"c94e8631":["Academia","Strategy","Takeover risk mitigation"],"cdf11200":["Field building","Takeover risk mitigation"],"cf8b5c21":["Other / out of scope"],"d20bcaee":["Academia","Strategy"],"d39c7fc6":["Other / out of scope"],"d3e9f5b4":["Governance"],"d5167c07":["Takeover risk mitigation","Field building"],"d52924e5":["Takeover risk mitigation","Field building","Governance"],"d53838f4":["Governance"],"d7af748e":["Takeover risk mitigation","Field building"],"d99ee5a4":["Other / out of scope"],"da206ce4":["Takeover risk mitigation","Field building"],"db53a2a1":["EA meta","Training program"],"dbed0f0b":["EA meta","Career advising"],"dd3ca6c2":["Strategy","Governance"],"de39a07e":["EA meta"],"deea1249":["Strategy","Governance"],"df392d1b":["EA meta","Career advising"],"e19fdbf1":["Theoretical / conceptual / mathematical / philosophical"],"e22a8b22":["Takeover risk mitigation","Governance","Communications","Field building"],"e2c685af":["EA meta"],"e35700c6":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"e491e525":["Takeover risk mitigation","Field building"],"e4ed2555":["Takeover risk mitigation","Machine Learning"],"e763c984":["EA meta"],"e85e0924":["Other / out of scope"],"e94fcf1b":["Strategy","Governance"],"eb60abc4":["Independent research"],"ec80eacc":["Takeover risk mitigation","Field building"],"ed50be7d":["Academia","Strategy","Theoretical / conceptual / mathematical / philosophical"],"ed9b2e9f":["EA meta","Career advising"],"f0475b5d":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"f09b2d91":["Strategy","Governance"],"f13761f5":["Takeover risk mitigation","Governance","Communications","Field building"],"f1c994d4":["Takeover risk mitigation","Machine Learning"],"f25b83c2":["Strategy","Governance"],"f27789c3":["Takeover risk mitigation","Field building"],"f36a6226":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"f3c94f7c":["Academia","Strategy","Takeover risk mitigation"],"f4116332":["EA meta"],"f45ade60":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"f63849a6":["Strategy","Governance"],"f68facfe":["Theoretical / conceptual / mathematical / philosophical","Takeover risk mitigation","Machine Learning"],"f6ab0d47":["Theoretical / conceptual / mathematical / philosophical","Other / out of scope"],"f7a02fc3":["Other / out of scope"],"f876eb7a":["Academia","Strategy","Takeover risk mitigation"],"f8b13a8f":["Other / out of scope"],"f93e4ac4":["Takeover risk mitigation","Field building"],"fa45e812":["Other / out of scope"],"fac6a443":["Other / out of scope"],"fc9a8bdc":["EA meta"],"ff05fd0b":["Takeover risk mitigation","Field building"],"ff087f45":["Academia","Control","Takeover risk mitigation"],"ffc8b514":["Other / out of scope"]}},"laidir-foundation":{"clusters":{"2c45103b":"Regranting","3ee89c23":"Regranting","9682ccb9":"Regranting","c5dc6414":"Unclear purpose"},"notes":{"2c45103b":"Payment from Laidir Foundation to AISTOF, a fund that regrants onward. https://www.grantmakers.io/profiles/v1/472519767-laidir-foundation/","c5dc6414":"(Low confidence) Laidir Foundation 2024 grant to an unnamed OECD programme. Grantmakers.io and ProPublica summaries list only Laidir's top grants (incl. a Princeton AI policy fellowship) and the 990-PF full text could not be fetched, so the OECD topic is still unknown. https://www.grantmakers.io/profiles/v1/472519767-laidir-foundation/"},"tagVocabulary":"v3 2026-10-25","tags":{"2c45103b":["Takeover risk mitigation","Field building"],"3ee89c23":["EA meta"],"4be7ab9a":["Training program","Governance"],"75ecb620":["Takeover risk mitigation","Governance"],"7aa4a653":["Takeover risk mitigation","Field building","Career advising"],"9682ccb9":["EA meta"],"c5dc6414":["Governance"],"dde4d43b":["Academia","Training program","Governance"]}},"lightspeed-grants":{"clusters":{"15c3b385":"Unclear purpose","4a624cf8":"Metascience (development of scientific paradigms)","60e58368":"Metascience (development of scientific paradigms)","71ff78da":"Unclear purpose","d80f06a2":"Regranting","f2d0252e":"Unclear purpose","f50bef97":"Unclear purpose","fbc84ca2":"Unclear purpose"},"notes":{"30743496":"Lightspeed general support to hire a research assistant for Nick Bostrom via Individual #6841 (macrostrategy research support). https://trace.manifund.org/orgs/lightspeed-grants","076df6b5":"Stampy's AI Safety Info: interactive FAQ/explainer site about AI x-risk. https://survivalandflourishing.fund/2023/h2/recommendations","07aef2e0":"Runway funding for Individual #1724, independent alignment researcher (MATS alum) working on SAE interpretability of LLMs/reward models. https://survivalandflourishing.fund/2023/h2/recommendations","0865ee6b":"Lightspeed grant for Van Nostrand's independent vegan-nutrition investigation; not AI safety. https://survivalandflourishing.fund/2023/h2/recommendations","0a3b5cad":"Individual #4710's research on AI debate as a scalable oversight method for LLMs. https://survivalandflourishing.fund/2023/h2/recommendations","0de9c0ce":"Adam Shai's computational-mechanics interpretability research (belief-state geometry in transformers), later Simplex. https://survivalandflourishing.fund/2023/h2/recommendations","0f6a4648":"(Low confidence) Lightspeed-recommended $1k 'Chaudhry AI-Bio Policy', purpose 'TBD'; name implies AI-bio policy work. No further trace found (search budget exhausted). https://survivalandflourishing.fund/2023/h2/recommendations","10521fc4":"BAISC = Bristol Artificial Intelligence Safety Centre, the University of Bristol's student-run AI safety group (baisc.notion.site); SFF 2023-H2 lists the $15.8k Lightspeed grant under 'BAISC', Trace lists it as Individual #8998 general support. Group page content couldn't be rendered (Notion JS). https://baisc.notion.site/Bristol-Artificial-Intelligence-Safety-Centre-25ad3400ff8b80b3921ed3fd15f96c6d","15c3b385":"(Low confidence) Lightspeed 'Freestyle Research' grant ($96k, Jan 2024) to an individual; SFF lists purpose TBD, Trace gives only 'General support' with cause 'Other', and searches found no matching researcher profile. https://trace.manifund.org/orgs/richard-david-goldstein","18b042a5":"CAIS general support via Lightspeed. https://survivalandflourishing.fund/2023/h2/recommendations","1e18521b":"Lightspeed general support to hire a research assistant for Nick Bostrom via Individual #6841 (macrostrategy research support). https://trace.manifund.org/orgs/lightspeed-grants","1f319e16":"General support for Women in AI Safety, a community/networking group for women in the AI safety field (fiscally sponsored by Epistea). https://trace.manifund.org/orgs/lightspeed-grants","21749d6a":"Lightspeed money routed via Epistea to Arb Research, a research consultancy known for AI safety field reviews and strategy research. https://trace.manifund.org/orgs/lightspeed-grants","25dcee22":"(Low confidence) Lightspeed 'Krachun AI Safety Research', $9.9k paid in Oct and Dec 2023. Krachun is a probability and statistical-mechanics mathematician (Geneva PhD 2023, then Princeton maths instructor). No AI safety output or topic found online. https://nccr-swissmap.ch/news-and-events/news/departing-member-dmitrii-krachun-unige-s-smirnovs-group","286e1b0c":"Individual #2158: independent agent-foundations / formal alignment research (Lightspeed general support). https://trace.manifund.org/orgs/lightspeed-grants","28c210c9":"Lightspeed grant via CFAR as fiscal sponsor for Tushita Jha's agent foundations research. https://trace.manifund.org/orgs/lightspeed-grants","298cf39d":"Individual #2990 co-developed 'cyborgism': using LLMs to augment human alignment researchers. https://stafforini.com/works/kees-2023-cyborgism/","2a38c187":"Independent alignment research by Individual #3175 (Lightspeed general support), focused on accelerating alignment research with LLMs. https://trace.manifund.org/orgs/lightspeed-grants","3c522882":"Lightspeed project 'Jones Cybersecurity for AI'; purpose otherwise undescribed (cybersecurity for AI systems/labs). https://survivalandflourishing.fund/2023/h2/recommendations","3d5b004a":"(Low confidence) Lightspeed project 'Raffel Alignment Methods Review' (paid via University of Toronto, Feb 2024); Raffel is a UofT/Vector/Hugging Face ML professor whose lab works on 'decentralizing, democratizing, and de-risking large-scale AI'; no project description published, tags inferred from title. https://trace.manifund.org/orgs/lightspeed-grants","437227ec":"Lightspeed project 'Schons AI Pharma Regulation' (with Individual #1631): applying lessons from pharmaceutical regulation to AI governance. https://trace.manifund.org/orgs/lightspeed-grants","48b27373":"General support for Women in AI Safety, a community/networking group for women in the AI safety field (fiscally sponsored by Epistea). https://trace.manifund.org/orgs/lightspeed-grants","4a624cf8":"'Van Nostrand Paradigms' is independent blogger research (Aceso Under Glass) on how scientific paradigms develop, using chaos theory as a case study; Lightspeed later added $3k for 'development of scientific paradigms'. No explicit AI safety framing. https://manifund.org/projects/evn-general-support-application","4c1c7659":"Individual #3286: career-transition independent research on mechanistic interpretability / resolving polysemanticity. https://www.longtermwiki.com/grants/3fcVvrSYE5","4dd5625e":"Lightspeed project 'Leveraging ESG for AIS': using ESG/investor frameworks to push AI safety; no further description published. https://survivalandflourishing.fund/2023/h2/recommendations","4e1c0fcd":"Capital Technology Group: automating expert assessment of LLMs for national-security threats (Jaan Tallinn records categorise as Security). https://trace.manifund.org/orgs/lightspeed-grants","5719bae1":"Lightspeed general support for 'Ward AI Safety Outreach' by Individual #6844 (Imperial PhD, AI deception); no further public detail found. https://trace.manifund.org/orgs/lightspeed-grants","5d3852f2":"Lightspeed general support for Individual #8704's rationality/epistemics research via EA Sweden. https://trace.manifund.org/orgs/lightspeed-grants","5e855ac9":"Orthogonal is Individual #9750's agent-foundations alignment org pursuing the formal QACI alignment plan. https://forum.effectivealtruism.org/posts/6Mi2LqLRjSkQNdLbH/orthogonal-a-new-agent-foundations-alignment-organization","60e58368":"'Van Nostrand Paradigms' is independent blogger research (Aceso Under Glass) on how scientific paradigms develop, using chaos theory as a case study; Lightspeed later added $3k for 'development of scientific paradigms'. No explicit AI safety framing. https://manifund.org/projects/evn-general-support-application","669b7360":"Individual #3698 (now co-founder of Theorem Labs; MATS mentor) has worked since 2023 on alignment incl. mechanistic interpretability (co-author of 'Compact Proofs of Model Performance via Mechanistic Interpretability'), robustness and R&D forecasting; this Lightspeed grant ('AI Alignment Coordination') likely funded that independent work/coordination, details unpublished. https://www.matsprogram.","6a987d8a":"Individual #3698 (now co-founder of Theorem Labs; MATS mentor) has worked since 2023 on alignment incl. mechanistic interpretability (co-author of 'Compact Proofs of Model Performance via Mechanistic Interpretability'), robustness and R&D forecasting; this Lightspeed grant ('AI Alignment Coordination') likely funded that independent work/coordination, details unpublished. https://www.matsprogram.","71cc9b09":"IT for Change (Indian digital-justice NGO), Lightspeed project 'Vipra AI Trade Safety Assessment' on AI and trade policy. https://trace.manifund.org/orgs/lightspeed-grants","71ff78da":"(Low confidence) Lightspeed grant to Harvard for 'Greene Lab Cognitive Oversight' (Joshua Greene's moral cognition lab); SFF and Trace list only 'TBD'/'General support' and searches found no description of a cognitive-oversight project. https://survivalandflourishing.fund/2023/h2/recommendations","72cfd7fc":"Lightspeed general support for 'Ward AI Safety Outreach' by Individual #6844 (Imperial PhD, AI deception); no further public detail found. https://trace.manifund.org/orgs/lightspeed-grants","741e25e7":"Independent alignment research by Individual #3175 (Lightspeed general support), focused on accelerating alignment research with LLMs. https://trace.manifund.org/orgs/lightspeed-grants","7a291ef8":"Adam Shai's computational-mechanics interpretability research (belief-state geometry in transformers), later Simplex. https://survivalandflourishing.fund/2023/h2/recommendations","7b28d26d":"EffiSciences general support - French org running AI safety/biosecurity bootcamps and field building for students and academics. https://survivalandflourishing.fund/2023/h2/recommendations","7b45e811":"General support for Epistea, a Prague org that runs alignment/rationalist community events such as HAAISS and ILIAD and fiscally sponsors projects. https://trace.manifund.org/orgs/lightspeed-grants","7e498e76":"SaferAI (Siméon Campos) works on AI risk management standards and lab ratings. https://survivalandflourishing.fund/2023/h2/recommendations","87f784f4":"stai.uk is the Safe and Trustworthy AI (STAI) academic workshop series (STAI 22 at Imperial College London; STAI 23 at ICLP), on assurance and trustworthiness of AI systems; Lightspeed recommended $10k, purpose TBD on SFF page. https://www.stai.uk/","8a492d13":"Individual #6700: independent interpretability research on decision-transformer/trajectory models. https://www.greaterwrong.com/posts/bBuBDJBYHt39Q5zZy/decision-transformer-interpretability","8c2e0ada":"CAIS Action Fund is CAIS's policy/advocacy arm (Lightspeed general support). https://survivalandflourishing.fund/2023/h2/recommendations","8fb864de":"(Low confidence) Lightspeed 'Krachun AI Safety Research', $9.9k paid in Oct and Dec 2023. Krachun is a probability and statistical-mechanics mathematician (Geneva PhD 2023, then Princeton maths instructor). No AI safety output or topic found online. https://nccr-swissmap.ch/news-and-events/news/departing-member-dmitrii-krachun-unige-s-smirnovs-group","926324a8":"Capital Technology Group: automating expert assessment of LLMs for national-security threats (Jaan Tallinn records categorise as Security). https://trace.manifund.org/orgs/lightspeed-grants","a77059ac":"SaferAI (Siméon Campos) works on AI risk management standards and lab ratings. https://survivalandflourishing.fund/2023/h2/recommendations","a8242dd3":"Individual #1908: independent agent-foundations/conceptual alignment research on theories of cognition (Lightspeed general support). https://trace.manifund.org/orgs/lightspeed-grants","a966b808":"Lightspeed general support for 'Ward AI Safety Outreach' by Individual #6844 (Imperial PhD, AI deception); no further public detail found. https://trace.manifund.org/orgs/lightspeed-grants","a9d0ebdf":"Center for AI Policy lobbies US Congress for frontier-AI safety legislation (Lightspeed project: Campaign for Responsible AI). https://trace.manifund.org/orgs/lightspeed-grants","ad3910ee":"Runway funding for Individual #1724, independent alignment researcher (MATS alum) working on SAE interpretability of LLMs/reward models. https://survivalandflourishing.fund/2023/h2/recommendations","adb9c1af":"Individual #3905 ran a small Oxford iteration of MLAB, an ML bootcamp for existing AI safety researchers. https://www.lesswrong.com/posts/k5anbk2pBZPFkrCqh/apply-to-a-small-iteration-of-mlab-to-be-run-in-oxford","adc59c57":"Individual #2158: independent agent-foundations / formal alignment research (Lightspeed general support). https://trace.manifund.org/orgs/lightspeed-grants","b0082c75":"Amodo Design is a UK hardware engineering firm with an AI verification workstream building hardware verification tech for governments and AI labs. https://www.escapethecity.org/opportunity/53807-ai-verification-%E2%80%93-general-application-at-amodo-design","b1392b29":"Lightspeed project 'Jones Cybersecurity for AI'; purpose otherwise undescribed (cybersecurity for AI systems/labs). https://survivalandflourishing.fund/2023/h2/recommendations","b26e81e1":"Lightspeed project 'Schons AI Pharma Regulation' (with Individual #1631): applying lessons from pharmaceutical regulation to AI governance. https://trace.manifund.org/orgs/lightspeed-grants","b66191d3":"IT for Change (Indian digital-justice NGO), Lightspeed project 'Vipra AI Trade Safety Assessment' on AI and trade policy. https://trace.manifund.org/orgs/lightspeed-grants","bded458f":"(Low confidence) Lightspeed recommendation ($191k, purpose 'TBD'). Probably Individual #8016, whose AI safety work is on causal incentives / causal foundations of safe AGI, but nothing confirms the identity. https://survivalandflourishing.fund/2023/h2/recommendations","be3a4974":"Lightspeed grant for Van Nostrand's independent vegan-nutrition investigation; not AI safety. https://survivalandflourishing.fund/2023/h2/recommendations","c0b61c69":"Cavendish Labs is a nonprofit research community in Vermont focused on AI safety and pandemic prevention. https://cavendishlabs.org/","c84cd272":"Individual #9254 (Oxford PhD on agency and causal incentives; later LISA research director) — Lightspeed support for agency research. https://trace.manifund.org/orgs/lightspeed-grants","c8c17775":"BAISC = Bristol Artificial Intelligence Safety Centre, the University of Bristol's student-run AI safety group (baisc.notion.site); SFF 2023-H2 lists the $15.8k Lightspeed grant under 'BAISC', Trace lists it as Individual #8998 general support. Group page content couldn't be rendered (Notion JS). https://baisc.notion.site/Bristol-Artificial-Intelligence-Safety-Centre-25ad3400ff8b80b3921ed3fd15f96c6d","d28c5cf8":"In the SFF 2023 H2 table, LSG 'Wang AI Safety Research' is $244.5k: a $233.5k tranche 1 (paid to 'Individual #4082') and an $11k tranche 2 (this grant to 'Individual #9035'), both via MIT. So this is Tony (Tong) Wang, an MIT CSAIL PhD student (advisor Nir Shavit) who works with FAR.AI on adversarial robustness ('Adversarial Policies Beat Superhuman Go AIs'). https://survivalandflourishing.fund/2023/h2/recommend","db25f49d":"OPIS advocates for relief of intense suffering (e.g. access to pain medication, cluster-headache treatment); not AI-specific. https://survivalandflourishing.fund/2023/h2/recommendations","dc7fe879":"Survey of AI x-risk communications (Individual #4362), Lightspeed-funded. https://trace.manifund.org/orgs/lightspeed-grants","e7314827":"Lightspeed grant for Van Nostrand's independent investigation of stimulants; not AI safety. https://survivalandflourishing.fund/2023/h2/recommendations","e7a40d2f":"Lightspeed general support for 'Ward AI Safety Outreach' by Individual #6844 (Imperial PhD, AI deception); no further public detail found. https://trace.manifund.org/orgs/lightspeed-grants","ebe02ff9":"Individual #9254 (Oxford PhD on agency and causal incentives; later LISA research director) — Lightspeed support for agency research. https://trace.manifund.org/orgs/lightspeed-grants","f0dba145":"Lightspeed money routed via Epistea to Arb Research, a research consultancy known for AI safety field reviews and strategy research. https://trace.manifund.org/orgs/lightspeed-grants","f1b1c723":"Lightspeed grant via CFAR as fiscal sponsor for Tushita Jha's agent foundations research. https://trace.manifund.org/orgs/lightspeed-grants","f2553992":"Palisade Research: dangerous-capability demos for policymakers and the public. https://palisaderesearch.org/","f2d0252e":"(Low confidence) Lightspeed-recommended $5k 'Csendes Cavendish Scholarship' listed as TBD in the SFF 2023 H2 table, with no payment in trace.manifund Lightspeed records; searches for Csendes + Cavendish/Cambridge/AI safety found nothing; jaan.online blocked fetching. https://survivalandflourishing.fund/2023/h2/recommendations","f50bef97":"(Low confidence) SFF 2023 H2 lists a $46k Lightspeed tranche-2 recommendation for 'Vinelight' with purpose and receiving org 'TBD'. It does not appear in the trace.manifund Lightspeed listing, and searches found nothing relevant (only lighting products). jaan.online is robots-blocked. https://survivalandflourishing.fund/2023/h2/recommendations","f5702a14":"Lightspeed support for Individual #4082's MIT PhD; Individual #4082 works on adversarial robustness of AI systems (e.g. adversarial policies against superhuman Go AIs). https://trace.manifund.org/orgs/lightspeed-grants","f6542eae":"Lightspeed-funded 'Bilski War Strategy Study' to an individual; Jaan Tallinn's records categorise it as 'Other', topic not further described. https://trace.manifund.org/orgs/lightspeed-grants","fbc84ca2":"(Low confidence) $44k Lightspeed payment (Sep 2024) to ETH Zurich Foundation; trace.manifund shows only an obfuscated email as purpose and there is no matching SFF-table row, so the beneficiary lab/project is unknown beyond being at ETH Zurich. https://trace.manifund.org/orgs/lightspeed-grants"},"tagVocabulary":"v3 2026-10-25","tags":{"30743496":["Takeover risk mitigation","Strategy"],"57306348":["Governance"],"03d2c701":["Career transition","Independent research"],"05e21946":["Takeover risk mitigation","Communications","Field building","Pause"],"076df6b5":["Takeover risk mitigation","Communications"],"07aef2e0":["Takeover risk mitigation","Prosaic","Independent research","Interpretability"],"0865ee6b":["Independent research","Other / out of scope"],"0a3b5cad":["Takeover risk mitigation","Prosaic","Machine Learning"],"0c37f016":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"0de9c0ce":["Takeover risk mitigation","Prosaic","Machine Learning","Independent research","Interpretability"],"0f6a4648":["Governance","Biosecurity"],"10521fc4":["Field building"],"15c3b385":["Independent research"],"184ffb47":["Theoretical / conceptual / mathematical / philosophical","Event"],"189fd341":["Field building"],"18b042a5":["Takeover risk mitigation","Prosaic","Machine Learning","Field building"],"18d6ca59":["Biosecurity"],"1e18521b":["Takeover risk mitigation","Strategy"],"1f319e16":["Field building"],"21749d6a":["Takeover risk mitigation","Data collection and visualisation","Strategy"],"25dcee22":["Takeover risk mitigation","Independent research"],"286e1b0c":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Independent research"],"28c210c9":["Takeover risk mitigation","Theoretical / conceptual / mathematical / philosophical","Independent research"],"298cf39d":["Takeover risk mitigation","Prosaic","Independent research"],"2a38c187":["Takeover risk mitigation","Prosaic","Independent research"],"2d91e242":["Training program"],"2e50acd9":["Takeover risk mitigation","Prosaic","Machine Learning","Interpretability"],"318d227c":["Other / out of scope"],"3224cd5d":["Theoretical / conceptual / mathematical / philosophical","Independent research","Interpretability"],"35a1ce27":["Communications"],"3b4d8187":["Takeover risk 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greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","59569868":"Bridge funding for Individual #6651 to build auto-generated datasets for fooling AI monitors and a new AI control protocol. https://manifund.org/projects/career-transition-into-ai-control-after-postdoc","73041633":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","89176988":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","000197ca":"Autostructures: workshop/hackathons building AI-powered sensemaking interfaces for conceptual AI safety research ('live theory'). https://manifund.org/projects/ai-safety-workshop--ea-hotel-autostructures","007d70c9":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","00f05286":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","010687d0":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","01b67036":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","02ba4982":"LEAH: central-London coworking office for people working on EA projects across 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AI safety. https://manifund.org/projects/leah-coworking-space","03d41519":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","04b78aeb":"Inspect Evals is an open-source repository of 90+ AI safety/capability evaluations maintained by Arcadia Impact, used by UK AISI, CAISI, METR. https://manifund.org/projects/inspect-evals","0570d9df":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","05837600":"Amplify is an EA-aligned digital marketing agency giving subsidised marketing to EA and AI safety field-building groups. https://manifund.org/projects/runway-till-january-amplifys-funding-ask-to-market-ea--ai-safety","066e59cd":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","07cc2410":"Coordinal built tooling/scaffolds to automate and accelerate alignment research; later wound down. https://www.lesswrong.com/posts/LuKCepxdb8HpEd9TF/coordinal-a-postmortem","0a61dd39":"Abram Demski's independent research on the Tiling Agents problem / formal conditions for trust between agents. https://manifund.org/projects/understanding-trust","0a66e33a":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","0abf5f8c":"Live Governance (High Actuation Spaces agenda): designing AI-enabled adaptive public administration; output was mostly theoretical framework papers. https://manifund.org/projects/live-governance","0b367f02":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","0c1194fb":"Black in AI Safety and Ethics (BASE): fellowship and research working group training Black researchers in alignment, governance and security. https://manifund.org/projects/reducing-risk-in-ai-safety-through-expanding-capacity","0d996b07":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","0e7cfcbc":"12-week fellowship by Individual #7246 training researchers on post-AGI flourishing futures: lock-in, power concentration, AI for epistemics, post-AGI governance. https://manifund.org/projects/flourishing-futures-fellowship","0eaf461d":"Autostructures: workshop/hackathons building AI-powered sensemaking interfaces for conceptual AI safety research ('live theory'). https://manifund.org/projects/ai-safety-workshop--ea-hotel-autostructures","0f106ad4":"Hiring research staff at CAIS for transparency, jailbreak defenses, hazardous-knowledge removal and benchmarks. https://manifund.org/projects/research-staff-for-ai-safety-research-projects","10f3c3df":"Autostructures: workshop/hackathons building AI-powered sensemaking interfaces for conceptual AI safety research ('live theory'). https://manifund.org/projects/ai-safety-workshop--ea-hotel-autostructures","113ac418":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","11453be7":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","12f6f752":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","12f798c1":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","15deb4f7":"The Base Rate Times is a news media startup built around prediction-market forecasts; not AI-safety specific. https://manifund.org/projects/the-base-rate-times","168d6a74":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","16c7fe71":"Individual #5860/Emery Cooper/Individual #8437: interventions to help AIs reason well about acausal decision theory, incl. LLM dataset. https://manifund.org/projects/acausal-safety-fund-a-team-to-do-research-and-interventions","1a17c350":"Autostructures: workshop/hackathons building AI-powered sensemaking interfaces for conceptual AI safety research ('live theory'). https://manifund.org/projects/ai-safety-workshop--ea-hotel-autostructures","1a6847d0":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","1b6f4f4f":"Individual #5860/Emery Cooper/Individual #8437: interventions to help AIs reason well about acausal decision theory, incl. LLM dataset. https://manifund.org/projects/acausal-safety-fund-a-team-to-do-research-and-interventions","1c9b0bcd":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","1dfe51d3":"The Base Rate Times is a news media startup built around prediction-market forecasts; not AI-safety specific. https://manifund.org/projects/the-base-rate-times","1e186b94":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","1f658e23":"CaML generates synthetic pretraining data to instil compassion (incl. for non-humans) in AI and benchmarks it (Animal Harms Benchmark). https://manifund.org/projects/caml---agi-alignment-to-nonhumans-1nu9bv7z5i2","20ad5f46":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","220672dd":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","24e7fc1e":"Autostructures: workshop/hackathons building AI-powered sensemaking interfaces for conceptual AI safety research ('live theory'). https://manifund.org/projects/ai-safety-workshop--ea-hotel-autostructures","25b97adb":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","270f90bc":"Nepal's first in-person AI safety fellowship based on the AI Safety Atlas curriculum. https://manifund.org/projects/ai-safety-nepal","286470f8":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","29cc48c9":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","2b11368d":"Autostructures: workshop/hackathons building AI-powered sensemaking interfaces for conceptual AI safety research ('live theory'). https://manifund.org/projects/ai-safety-workshop--ea-hotel-autostructures","2b7efd74":"ALERT (Nuno Sempere) is a rapid-response team for global emergencies, with a foresight team and reservists. https://manifund.org/projects/make-alert-happen","2d40d436":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","2e32ac28":"Annual rationalist/EA-adjacent festival-unconference; grant funds low-income tickets and arts grants, not AI safety. https://manifund.org/projects/vibecamp","2f34785c":"Hiring research staff at CAIS for transparency, jailbreak defenses, hazardous-knowledge removal and benchmarks. https://manifund.org/projects/research-staff-for-ai-safety-research-projects","2f675dc6":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","2f9b91b0":"Coordinal built tooling/scaffolds to automate and accelerate alignment research; later wound down. https://www.lesswrong.com/posts/LuKCepxdb8HpEd9TF/coordinal-a-postmortem","2fde8476":"Good Ancestors advocates Australian policy on catastrophic risks, ~80% focused on AI safety. https://manifund.org/projects/good-ancestor-australia-again","327d4896":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","3414ef50":"Far Out Initiative: public-benefit biotech aiming to abolish involuntary suffering via neuromodulation; not AI-related. https://manifund.org/projects/the-first-public","34440ddd":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","34812d0f":"Amplify is an EA-aligned digital marketing agency giving subsidised marketing to EA and AI safety field-building groups. https://manifund.org/projects/runway-till-january-amplifys-funding-ask-to-market-ea--ai-safety","358636a6":"Policy brief and expert convenings on regionally shared, jointly governed AI compute infrastructure for equitable access. https://manifund.org/projects/towards-shared-ai-compute-infrastructure","372f873f":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","37c77ec2":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","38b85887":"AI-Plans.com is a platform cataloguing alignment plans and ranking them via community critiques, plus critique-a-thons. https://manifund.org/projects/ai-planscom-","395ae056":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","3acb6407":"Live Governance (High Actuation Spaces agenda): designing AI-enabled adaptive public administration; output was mostly theoretical framework papers. https://manifund.org/projects/live-governance","3be5c99b":"Ink & Switch building open-source collaboration tools (GAIOS, Geolog, Clearcut) for ARIA Safeguarded AI researchers and mathematicians. https://manifund.org/projects/collaboration-infrastructure-for-safeguarding-ai","3c64a498":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","3cb62d47":"Software (copy-paste-detective) to detect data fabrication in published research datasets; science integrity, not AI safety. https://manifund.org/projects/software-to-detect-data-fabrication","3dc95b22":"CaML generates synthetic pretraining data to instil compassion (incl. for non-humans) in AI and benchmarks it (Animal Harms Benchmark). https://manifund.org/projects/caml---agi-alignment-to-nonhumans-1nu9bv7z5i2","3ec69d5e":"Seed fund regranted to boundaries-based AI safety projects plus a follow-up Mathematical Boundaries Workshop. https://manifund.org/projects/seed-fund-for-bo","3f6c469b":"Groundless Alignment runs residencies for Autostructures fellows continuing the Live Theory agenda and building human-AI interface prototypes. https://manifund.org/projects/groundless-alignment-india-residency-2025","3febfab7":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","41c17d6c":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","42a32afa":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","44179d77":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","44736de7":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","48c8e289":"Community-building meetups for AI safety in Los Angeles. https://manifund.org/projects/ai-safety-los-angeles-aisla","49ac148b":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","4b4ef101":"Individual #5860/Emery Cooper/Individual #8437: interventions to help AIs reason well about acausal decision theory, incl. LLM dataset. https://manifund.org/projects/acausal-safety-fund-a-team-to-do-research-and-interventions","4bcbfe67":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","4c137631":"Annual rationalist/EA-adjacent festival-unconference; grant funds low-income tickets and arts grants, not AI safety. https://manifund.org/projects/vibecamp","4cc81000":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","4cc85ce8":"Good Ancestors advocates Australian policy on catastrophic risks, ~80% focused on AI safety. https://manifund.org/projects/good-ancestor-australia-again","4dd675e1":"Annual rationalist/EA-adjacent festival-unconference; grant funds low-income tickets and arts grants, not AI safety. https://manifund.org/projects/vibecamp","4e517516":"The Base Rate Times is a news media startup built around prediction-market forecasts; not AI-safety specific. https://manifund.org/projects/the-base-rate-times","50e4d405":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","5158740e":"The Base Rate Times is a news media startup built around prediction-market forecasts; not AI-safety specific. https://manifund.org/projects/the-base-rate-times","53d4e9f6":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","565e3622":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","56d759c0":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","599df1e7":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","599e3b85":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","59aae3fb":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","59b8765e":"Black in AI Safety and Ethics (BASE): fellowship and research working group training Black researchers in alignment, governance and security. https://manifund.org/projects/reducing-risk-in-ai-safety-through-expanding-capacity","5aed3e26":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","5d9e3d3e":"TELL is a prototype explainable AI-text detector that tags spans with reasons they look AI- or human-written. https://manifund.org/projects/tell-the-ai-detector-you-dont-have-to-trust","5dd61bde":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","5f938a4e":"Developing Stochastic Dynamic Colored Petri Nets (SDCPNs) into a compositional verification/modeling tool for AI safety (ARIA-funded work, bridge funding). https://manifund.org/projects/sdcpns-for-ai-safety","5fc9f62c":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","61cc407b":"Good Ancestors advocates Australian policy on catastrophic risks, ~80% focused on AI safety. https://manifund.org/projects/good-ancestor-australia-again","628b123e":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","640bede0":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","643f1ac6":"ALERT (Nuno Sempere) is a rapid-response team for global emergencies, with a foresight team and reservists. https://manifund.org/projects/make-alert-happen","6522f6a7":"CaML generates synthetic pretraining data to instil compassion (incl. for non-humans) in AI and benchmarks it (Animal Harms Benchmark). https://manifund.org/projects/caml---agi-alignment-to-nonhumans-1nu9bv7z5i2","6646cfed":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","669800b0":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","6798ec5f":"Catalyze Impact pilot incubator program helping founders start new AI safety research orgs. https://manifund.org/projects/ai-safety-research-organization-incubator---pilot-program","68b95681":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","6a1ad40b":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","6a2e0766":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","6a8782df":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","6aae3001":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","6bb3aa1b":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","6bded54b":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","6f7ef396":"Bridge funding for Individual #6651 to build auto-generated datasets for fooling AI monitors and a new AI control protocol. https://manifund.org/projects/career-transition-into-ai-control-after-postdoc","6f89fd79":"Catalyze Impact pilot incubator program helping founders start new AI safety research orgs. https://manifund.org/projects/ai-safety-research-organization-incubator---pilot-program","71a8c96c":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","71ae7017":"Inspect Evals is an open-source repository of 90+ AI safety/capability evaluations maintained by Arcadia Impact, used by UK AISI, CAISI, METR. https://manifund.org/projects/inspect-evals","71b117dd":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","732f09e3":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","766838d9":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","775de473":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","77fe6b2c":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","7ab2a15b":"Dads Against AGI funds ads for 'For Humanity: An AI Risk Podcast' (Individual #4424) to grow its audience. https://manifund.org/projects/for-humanity-an-ai-risk-podcast","7d0803de":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","7d17e4dc":"Personal living-cost and recovery support for Individual #4846, who plans to work on AI safety projects. https://manifund.org/projects/living-support-for-pip-foweraker","7e0c6e3f":"Hiring research staff at CAIS for transparency, jailbreak defenses, hazardous-knowledge removal and benchmarks. https://manifund.org/projects/research-staff-for-ai-safety-research-projects","7e7bae2b":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","7f571d5e":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","7f703d26":"Inspect Evals is an open-source repository of 90+ AI safety/capability evaluations maintained by Arcadia Impact, used by UK AISI, CAISI, METR. https://manifund.org/projects/inspect-evals","80e6a9ed":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","8153f8e2":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","81d669e8":"Autostructures: workshop/hackathons building AI-powered sensemaking interfaces for conceptual AI safety research ('live theory'). https://manifund.org/projects/ai-safety-workshop--ea-hotel-autostructures","821e0eed":"Annual rationalist/EA-adjacent festival-unconference; grant funds low-income tickets and arts grants, not AI safety. https://manifund.org/projects/vibecamp","8397a21b":"One-day San Francisco summit of faith leaders and AI builders on meaning in an AI-transformed world. https://manifund.org/projects/how-then-shall-we-live-meaning-in-the-age-of-ai","845740b9":"CaML generates synthetic pretraining data to instil compassion (incl. for non-humans) in AI and benchmarks it (Animal Harms Benchmark). https://manifund.org/projects/caml---agi-alignment-to-nonhumans-1nu9bv7z5i2","87c1836e":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","89934c6e":"Nepal's first in-person AI safety fellowship based on the AI Safety Atlas curriculum. https://manifund.org/projects/ai-safety-nepal","8a6994f5":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","8c54d50a":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","8d6d0d53":"Individual #5860/Emery Cooper/Individual #8437: interventions to help AIs reason well about acausal decision theory, incl. LLM dataset. https://manifund.org/projects/acausal-safety-fund-a-team-to-do-research-and-interventions","8e095b9b":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","8e69ce10":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","8f03ba43":"Nepal's first in-person AI safety fellowship based on the AI Safety Atlas curriculum. https://manifund.org/projects/ai-safety-nepal","8f4cf68d":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","9071ad76":"Coordinal built tooling/scaffolds to automate and accelerate alignment research; later wound down. https://www.lesswrong.com/posts/LuKCepxdb8HpEd9TF/coordinal-a-postmortem","9289fe8a":"Inspect Evals is an open-source repository of 90+ AI safety/capability evaluations maintained by Arcadia Impact, used by UK AISI, CAISI, METR. https://manifund.org/projects/inspect-evals","94c45f38":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","954bbd7f":"Sapiens First does grassroots movement-building and voter outreach for stronger state-level AI safety regulation. https://manifund.org/projects/movement-building-to-make-agi-go-well","95fadf33":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","96c222ff":"The Base Rate Times is a news media startup built around prediction-market forecasts; not AI-safety specific. https://manifund.org/projects/the-base-rate-times","989e9018":"Inspect Evals is an open-source repository of 90+ AI safety/capability evaluations maintained by Arcadia Impact, used by UK AISI, CAISI, METR. https://manifund.org/projects/inspect-evals","9920f89f":"Apart runs remote AI safety research sprints and a 3-6 month lab fellowship training researchers worldwide. https://manifund.org/projects/apart-incubates-","99706ce0":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","9980cc33":"Sapiens First does grassroots movement-building and voter outreach for stronger state-level AI safety regulation. https://manifund.org/projects/movement-building-to-make-agi-go-well","99cb809b":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","99db05f0":"Hiring research staff at CAIS for transparency, jailbreak defenses, hazardous-knowledge removal and benchmarks. https://manifund.org/projects/research-staff-for-ai-safety-research-projects","99f2dc29":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","99fd7fa3":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","9ae3f659":"Inspect Evals is an open-source repository of 90+ AI safety/capability evaluations maintained by Arcadia Impact, used by UK AISI, CAISI, METR. https://manifund.org/projects/inspect-evals","9b323a7e":"Travel to present HAI-TRUST healthcare-AI trustworthiness work at NeurIPS 2026; not x-risk. https://manifund.org/projects/travel-to-present-hai-trust-healthcare-ai-work-at-neurips-2026","9c00f7a5":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","9e9e54ed":"CryptoMind: AI-agent crypto/finance platform with a 'Safety Kernel', risk-gated transactions and planned agentic-money safety benchmark. https://manifund.org/projects/cryptomind-a-safer-ai-agent-for-ton","9edb5841":"Sentient Futures 10-week mentored project incubator at the interface of AI safety, AI welfare and animal welfare. https://manifund.org/projects/sentient-futures-project-incubator","9ee5882d":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","a0e8c0be":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","a1012b33":"Sapiens First does grassroots movement-building and voter outreach for stronger state-level AI safety regulation. https://manifund.org/projects/movement-building-to-make-agi-go-well","a2566e04":"Independent experiments on whether a model can exfiltrate information through a short, tightly constrained output channel (covert channels). https://manifund.org/projects/nadintellect-lab-e3-a-launch-with-a-lower-funding-threshold","a331049d":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","a4c8023b":"Coordinal built tooling/scaffolds to automate and accelerate alignment research; later wound down. https://www.lesswrong.com/posts/LuKCepxdb8HpEd9TF/coordinal-a-postmortem","a5946539":"AI-Plans.com is a platform cataloguing alignment plans and ranking them via community critiques, plus critique-a-thons. https://manifund.org/projects/ai-planscom-","a798a4e1":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","a8942420":"Six-month independent research/outreach on a precautionary AI governance framework giving autonomous AI limited legal personhood under EU law. https://manifund.org/projects/precautionary-agi-governance","a95145c3":"ALERT (Nuno Sempere) is a rapid-response team for global emergencies, with a foresight team and reservists. https://manifund.org/projects/make-alert-happen","aa4ccfc5":"Hiring research staff at CAIS for transparency, jailbreak defenses, hazardous-knowledge removal and benchmarks. https://manifund.org/projects/research-staff-for-ai-safety-research-projects","ac718b2a":"Individual #1213 (thebes) builds open-source LLM tinkering tools (repeng steering vectors, model diff amplification) as an independent researcher. https://manifund.org/projects/fund-thebes-model-tinkering","ac7a6faf":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","adc0b717":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","adf3100a":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","b26ca4da":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","b3e81f7b":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","b412d1a1":"Volunteer-run Hong Kong AI safety field-building org: webinars, reading groups, fellowships, a planned conference and hub. https://manifund.org/projects/ai-safety-hong-kong-aishk","b41733fc":"Scalable-oversight project (ex-GDM researcher) on human-AI complementarity for identifying harm, with datasets and a rating platform, via SPAR. https://manifund.org/projects/human-ai-complementarity-for-identifying-harm","b47d1b4c":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","b6362d8b":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","b9dddbcb":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","ba5e109c":"Black in AI Safety and Ethics (BASE): fellowship and research working group training Black researchers in alignment, governance and security. https://manifund.org/projects/reducing-risk-in-ai-safety-through-expanding-capacity","bb10ef88":"CaML generates synthetic pretraining data to instil compassion (incl. for non-humans) in AI and benchmarks it (Animal Harms Benchmark). https://manifund.org/projects/caml---agi-alignment-to-nonhumans-1nu9bv7z5i2","bb759fdc":"12-week fellowship by Individual #7246 training researchers on post-AGI flourishing futures: lock-in, power concentration, AI for epistemics, post-AGI governance. https://manifund.org/projects/flourishing-futures-fellowship","bc8664b8":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","bccc91a0":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","bf2731f7":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","c0385e2b":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","c0a21927":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","c152becd":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","c1745e8a":"Amplify is an EA-aligned digital marketing agency giving subsidised marketing to EA and AI safety field-building groups. https://manifund.org/projects/runway-till-january-amplifys-funding-ask-to-market-ea--ai-safety","c306ebd9":"Phi(fight) Research: open benchmark for adversarial multi-agent VLA robot control plus mech interp of self-play policies. https://manifund.org/projects/-arena-and-adversarial-multi-agent-vla-interpretability","c61f47d1":"Coordinal built tooling/scaffolds to automate and accelerate alignment research; later wound down. https://www.lesswrong.com/posts/LuKCepxdb8HpEd9TF/coordinal-a-postmortem","c6e66dad":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","c7c21b13":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","c83c94d4":"General support for Individual #2541's independent blog research (medicine, chaos theory, research tools, group dynamics). https://manifund.org/projects/evn-general-support-application","c90b044d":"Far Out Initiative: public-benefit biotech aiming to abolish involuntary suffering via neuromodulation; not AI-related. https://manifund.org/projects/the-first-public","ca55ad80":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","cbdeac8c":"Annual rationalist/EA-adjacent festival-unconference; grant funds low-income tickets and arts grants, not AI safety. https://manifund.org/projects/vibecamp","ccd2f0c8":"Volunteer-run Hong Kong AI safety field-building org: webinars, reading groups, fellowships, a planned conference and hub. https://manifund.org/projects/ai-safety-hong-kong-aishk","ce0757a3":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","ced25da3":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","cf48b70d":"Annual rationalist/EA-adjacent festival-unconference; grant funds low-income tickets and arts grants, not AI safety. https://manifund.org/projects/vibecamp","d1c0a0da":"Celeste (MATS with Neel Nanda) trained activation-oracle variants that verbalise LoRA contents to explain model differences. https://manifund.org/projects/interpretability-research-feb-jun","d2d3ea72":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","d3abf16d":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","d4541751":"AI Safety & Society: CAIS publishing platform for expert articles improving public discussion of AI safety. https://manifund.org/projects/ai-safety--society","d4879159":"Personal living-cost and recovery support for Individual #4846, who plans to work on AI safety projects. https://manifund.org/projects/living-support-for-pip-foweraker","d50c736b":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","d58b35dd":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","d972179d":"The Base Rate Times is a news media startup built around prediction-market forecasts; not AI-safety specific. https://manifund.org/projects/the-base-rate-times","da2e6359":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","dabf76bb":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space","dafa5c51":"Hiring research staff at CAIS for transparency, jailbreak defenses, hazardous-knowledge removal and benchmarks. https://manifund.org/projects/research-staff-for-ai-safety-research-projects","dc17d067":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","dec2971c":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","df165ba5":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","df631299":"Nepal's first in-person AI safety fellowship based on the AI Safety Atlas curriculum. https://manifund.org/projects/ai-safety-nepal","e10bfce7":"ALERT (Nuno Sempere) is a rapid-response team for global emergencies, with a foresight team and reservists. https://manifund.org/projects/make-alert-happen","e15d6159":"Autostructures: workshop/hackathons building AI-powered sensemaking interfaces for conceptual AI safety research ('live theory'). https://manifund.org/projects/ai-safety-workshop--ea-hotel-autostructures","e59e1940":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","e6dbe9be":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","e70bc34a":"Travel for Individual #9161 (PRISM Eval) to attend Nov 2024 AISI-convened safety evaluation/governance meetings in SF ahead of the French AI Action Summit. https://manifund.org/projects/1200-to-move-in-sf-for-an-international-high-level-event-and-meetings","e70c5dd7":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","e7cc7215":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","e835e073":"AFFINE is a month-long agent-foundations / pre-paradigmatic alignment seminar; grant funds preparing the second seminar and a fellowship. https://manifund.org/projects/affine-event-prep","e93ce64d":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","ea2667dd":"10-week incubator for founders of nonprofits helping farmed animals and reducing greenhouse gases; not AI safety. https://manifund.org/projects/kickstarting-for-good---high-impact-nonprofit-incubation-program-4ok48hn4wc3","ea430f39":"SaferAI is a French nonprofit working on AI risk management standards, EU AI Act Code of Practice, and rating frontier labs' risk management. https://manifund.org/projects/general-support-for-saferai","ec10afcf":"SaferAI is a French nonprofit working on AI risk management standards, EU AI Act Code of Practice, and rating frontier labs' risk management. https://manifund.org/projects/general-support-for-saferai","eee30f15":"PrincInt (ex-PIBBSS) funding for research affiliateships, fellowships and field-building events in interdisciplinary AI safety. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","f17b52ca":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","f2332e10":"SAIGE is a national German AI safety field-building org: research incubator, hackathons, career pivot track and local group support. https://manifund.org/projects/safe-ai-germany-saige","f41e9b93":"Dads Against AGI funds ads for 'For Humanity: An AI Risk Podcast' (Individual #4424) to grow its audience. https://manifund.org/projects/for-humanity-an-ai-risk-podcast","f449df32":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","f4539831":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","f7b280af":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","f84f7d69":"PlayMoney is an open-source play-money prediction market platform; not AI-related. https://manifund.org/projects/play-money-prediction-markets","f87d2fc3":"Equistamp, a for-profit providing engineering teams building AI safety eval infrastructure for METR, UK AISI, Redwood; operating capital SAFE. https://manifund.org/projects/operating-capital-for-ai-safety-evaluation-infrastructure","f9ae3d1e":"Philosopher Individual #5031's project on selfhood concepts for AI agents: online conference, position paper and public essays. https://manifund.org/projects/artificial-selves","fbd7cb5b":"Pseudonymous researcher funded for a UK CS PhD on institutional/technical models for equitable access to safe AI; prior GovAI/CSER/IAPS roles. https://manifund.org/projects/funding-researcher-on-frontier-ai-governance-inclusive-of-global-majority-","fc1aea71":"Second round of Athena: retreat plus 2-month remote mentorship for women and gender minorities entering technical and governance AI safety research. https://manifund.org/projects/athena-20","fd3bfd78":"MIT Economics PhD student researching/forecasting AI capabilities progress; buyout converted to general career support. https://manifund.org/projects/course-buyouts-to-work-on-ai-forecasting-evals","fd824bde":"AI Safety Camp is a recurring online research program where teams work on AI safety projects with mentors. https://manifund.org/projects/10th-edition-of-ai-safety-camp","fe90226f":"Free part-time in-person mech interp fellowship in Manila building a Southeast Asian AI safety community. https://manifund.org/projects/whitebox-researchs-ai-interpretability-fellowship","fed84507":"LEAH: central-London coworking office for people working on EA projects across cause areas incl. AI safety. https://manifund.org/projects/leah-coworking-space"},"tagVocabulary":"v3 2026-10-25","tags":{"10346869":["Takeover risk mitigation","Data collection and visualisation","Strategy"],"14868846":["Takeover risk mitigation","Communications"],"17092737":["Takeover risk mitigation","Governance","Forecasting"],"20021703":["Takeover risk mitigation","Prosaic","Machine Learning","Theoretical / conceptual / mathematical / philosophical","Interpretability"],"24765507":["Takeover risk mitigation","Communications"],"24822018":["Field building"],"25869337":["Communications","Pause"],"29006534":["Event","AI welfare / digital minds"],"30401720":["Takeover risk mitigation","Communications"],"31525262":["Independent research","Governance"],"40055270":["Takeover risk mitigation","Prosaic","Machine Learning","Theoretical / conceptual / mathematical / philosophical","Interpretability"],"40871950":["Takeover risk mitigation","Communications"],"43640566":["EA meta"],"43873860":["AI welfare / 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philanthropists. https://forum.effectivealtruism.org/posts/Si2sX8ryE67avxxCd/meta-charity-funders-third-round-retrospective"},"tagVocabulary":"v3 2026-10-25","tags":{"06c7d8b5":["EA meta"],"0a2f8892":["Other / out of scope"],"0b7136cc":["Other / out of scope"],"10709b02":["EA meta"],"1230b36b":["EA meta"],"2e50be67":["EA meta"],"44b8aaf8":["EA meta"],"49b602ca":["EA meta"],"55d107e9":["EA meta"],"6770aedd":["EA meta"],"6b41d73d":["EA meta"],"788c99ae":["EA meta"],"7c16832f":["Governance","Security (cyber/hardware)"],"7ed759d1":["EA meta"],"7f9b4329":["EA meta"],"8e3d9e46":["Field building"],"8ee21c43":["EA meta"],"9106d862":["EA meta"],"9d8591ed":["Governance","EA meta"],"a0a40575":["EA meta"],"a5a8eef9":["EA meta"],"a6f0e426":["Other / out of scope"],"aeff156d":["EA meta"],"c11bb687":["EA meta"],"c2310ae0":["EA meta"],"c86119b3":["EA meta"],"cb54d294":["EA meta"],"f786deee":["EA meta"],"ffd2f5f6":["EA meta"],"mcf1gcr1":["Career transition"]}},"musk-foundation":{"tags":{"2958b705":["EA meta","Strategy"],"33d21fe0":["Governance"],"9f208f0c":["Forecasting"],"d8518e4a":["Governance"]}},"noblereach-foundation":{"tags":{"54916c22":["Governance"],"60599a34":["Governance"],"d864ca6b":["Governance"]}},"nsf-safe-learning-enabled-systems":{"tags":{"nsf2331669":["Machine Learning","Academia"],"nsf2331763":["Academia","Machine Learning"],"nsf2331775":["Academia","Machine Learning"],"nsf2331776":["Academia","Machine Learning"],"nsf2331780":["Academia","Machine Learning"],"nsf2331781":["Academia","Machine Learning"],"nsf2331782":["Academia","Machine Learning"],"nsf2331783":["Academia","Machine Learning"],"nsf2331831":["Theoretical / conceptual / mathematical / philosophical","Academia"],"nsf2331878":["Academia","Machine Learning"],"nsf2331879":["Academia","Machine Learning"],"nsf2331880":["Academia","Machine Learning"],"nsf2331881":["Academia","Machine Learning"],"nsf2331904":["Academia","Machine Learning"],"nsf2331937":["Academia","Machine Learning"],"nsf2331938":["Academia","Machine Learning"],"nsf2331966":["Machine Learning","Academia"],"nsf2331967":["Prosaic","Machine Learning","Academia"],"nsf2415478":["Academia","Machine Learning"],"nsf2415479":["Academia","Machine Learning"],"nsf2416070":["Machine Learning","Academia"],"nsf2416459":["Machine Learning","Academia"],"nsf2416460":["Academia","Machine Learning"],"nsf2416461":["Academia","Machine Learning"],"nsf2416761":["Machine Learning","Academia"],"nsf2416764":["Academia","Machine Learning"],"nsf2416835":["Academia","Machine Learning"],"nsf2416895":["Academia","Machine Learning"],"nsf2416896":["Academia","Machine Learning"],"nsf2416897":["Prosaic","Machine Learning","Academia"],"nsf2417003":["Academia","Machine Learning"],"nsf2417075":["Academia","Machine Learning"]}},"nvidia-uk-agentic-safety":{"tags":{"0b1868de":["Academia","Machine Learning"],"8f18df5d":["Academia","Machine Learning"],"acaebb49":["Academia","Machine Learning"]}},"openai-foundation":{"clusters":{"1d1e1906":"Unclear purpose"},"notes":{},"tagVocabulary":"v3 2026-10-25","tags":{"1d1e1906":["Takeover risk mitigation","Biosecurity","Security (cyber/hardware)"],"891dda99":["Biosecurity"]}},"openai-superalignment-fast-grants":{"tags":{"0e6d1bd9":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"b7c41e20":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"dfa8abf8":["Takeover risk mitigation","Interpretability","Machine Learning","Academia"],"ec1df029":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"f5da198e":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"]}},"rob-granieri-fund":{"tags":{"5e70ce1c":["Governance"],"6253d692":["Governance"]}},"rockefeller-foundation":{"tags":{"5a41df2d":["Communications","EA meta"],"dc945047":["Governance"],"e92a04f2":["Governance"],"f00f7cf3":["Communications","EA meta"]}},"science-of-trustworthy-ai":{"clusters":{},"notes":{"7502bd68":"CMU professor Aditi Raghunathan's Schmidt Sciences project on multi-agent AI safety via dynamic games. https://www.schmidtsciences.org/safetyscience/","dbaf22dd":"Graham Neubig (CMU) listed as Schmidt Sciences Science of Trustworthy AI awardee; specific project not found. https://www.schmidtsciences.org/awardees/"},"tagVocabulary":"v3 2026-10-25","tags":{"78067651":["Prosaic","Machine Learning","Academia"],"043f5c49":["Machine Learning","Academia","Evals","Security (cyber/hardware)"],"066a9be8":["Prosaic","Machine Learning","Academia"],"0708187c":["Evals","Security (cyber/hardware)","Machine Learning"],"0b0c4a92":["Prosaic","Machine Learning","Academia"],"0c3eef47":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"0d2d4e76":["Takeover risk mitigation","Prosaic","Machine Learning","Academia","Control"],"0f5d4498":["Academia","Theoretical / conceptual / mathematical / philosophical","Security (cyber/hardware)"],"11df612e":["Prosaic","Machine Learning","Academia"],"145a71f6":["Governance"],"17c93d8a":["Machine Learning","Academia","Interpretability"],"1961113d":["Theoretical / conceptual / mathematical / philosophical","Security (cyber/hardware)"],"19f2466f":["Prosaic","Machine Learning","Academia"],"2df8ad0e":["EA meta","Strategy"],"39996a57":["Academia","Evals"],"49dbc986":["Prosaic","Academia","Security (cyber/hardware)"],"4a7b03ae":["Prosaic","Machine Learning","Academia","Evals"],"520d720f":["Prosaic","Machine Learning","Academia"],"5601b784":["Takeover risk mitigation","Machine Learning"],"57381ff3":["Evals","Prosaic"],"5bd397ac":["Prosaic","Machine Learning","Academia","Interpretability"],"5c4dc16e":["Evals","Security (cyber/hardware)","Machine Learning"],"5db73fc1":["Prosaic","Machine Learning","Academia","Evals"],"5de2e3ea":["Academia","Governance"],"65429d9e":["Academia","Evals","Security (cyber/hardware)"],"65884ca7":["Takeover risk mitigation","Evals"],"6776b511":["Prosaic","Machine Learning","Academia","Interpretability"],"6aba4740":["Machine Learning","Academia"],"6b571b4b":["Prosaic","Academia","Evals"],"6e1f4ec1":["Governance","Event"],"7113f638":["Prosaic","Machine Learning","Academia"],"716ce972":["Takeover risk mitigation","Machine Learning"],"7502bd68":["Prosaic","Machine Learning","Academia","Theoretical / conceptual / mathematical / philosophical"],"79d606af":["Prosaic","Academia","Interpretability"],"8429de0a":["Machine Learning","Academia","Evals"],"84ef9200":["Evals","Security (cyber/hardware)"],"8752ff2e":["Prosaic","Academia"],"8a48c616":["Evals","Biosecurity"],"8c7e255e":["Prosaic","Machine Learning","Academia","Security (cyber/hardware)"],"9a13bfa8":["Evals","Security (cyber/hardware)"],"9e5fc990":["Prosaic","Machine Learning","Academia"],"a0173d72":["Prosaic","Machine Learning","Academia"],"a071324b":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"a262e827":["Takeover risk mitigation","Prosaic","Machine Learning","Academia","Evals"],"a377417c":["Evals","Takeover risk mitigation","Machine Learning"],"a3a0cdf5":["Takeover risk mitigation","Machine Learning"],"a3a331c1":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"b27f0248":["Prosaic","Machine Learning","Academia","Evals"],"b5b16d9b":["Takeover risk mitigation","Prosaic","Machine Learning","Evals"],"ba40d98d":["Takeover risk mitigation","Prosaic","Academia","Evals"],"bbf73b0e":["Prosaic","Machine Learning","Academia","Evals"],"bddb0b07":["Prosaic","Machine Learning","Academia"],"c16989a9":["Prosaic","Machine Learning","Academia"],"c25e1ec9":["Takeover risk mitigation","Evals","Interpretability"],"c27892e7":["Takeover risk mitigation","Prosaic","Machine Learning","Evals"],"c2de61b0":["Takeover risk mitigation","Prosaic","Machine Learning"],"cff4a38e":["Prosaic","Machine Learning","Academia"],"d5c0a0c0":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"db0c8b38":["Academia","Evals"],"dbaf22dd":["Prosaic","Machine Learning","Academia"],"dc3d198f":["Takeover risk mitigation","Machine Learning"],"e2572ac1":["Machine Learning","Academia","Evals"],"e397615a":["Takeover risk mitigation","Prosaic","Machine Learning","Control"],"e82ab2c3":["Prosaic","Machine Learning","Academia"],"ef173d7f":["Takeover risk mitigation","Prosaic","Machine Learning","Academia"],"f1dbe65a":["Machine Learning","Academia","Evals"],"fa984aa0":["Prosaic","Machine Learning","Academia"]}},"sloan-foundation":{"tags":{"108b0a72":["Governance","Security (cyber/hardware)"],"b551586f":["Takeover risk mitigation","Machine Learning"],"db44e1dd":["Governance"],"e5d3093b":["Governance"]}},"survival-and-flourishing-fund":{"clusters":{"84829096":"Unclear purpose","059bc58a":"Unclear purpose","232c455c":"Unclear purpose","2d9027fa":"Regranting","472264cb":"Unclear purpose","4b173f57":"Regranting","5a7a222c":"Unclear purpose","718ade79":"Regranting","986d4daf":"Unclear purpose","9d6857a4":"Epistemics / information ecosystem tools","ab9000a0":"Gradual disempowerment","ae3856f7":"AI for conflict resolution / cooperation","ae83ab13":"Unclear purpose","bd8ffddf":"AI for epistemics","c83f2cf5":"Prosocial recommender systems / epistemics","e6743052":"Reproductive biotech","f38b7c68":"Unclear purpose"},"notes":{"72388015":"Palisade Research: dangerous-capability demos for policymakers and the public. https://palisaderesearch.org/","84829096":"(Low confidence) SFF-2025 $338k (Jaan Tallinn) via Lightcone Infrastructure; the SFF page gives no description. missingmeasures.org and longtermwiki are blocked to fetching, and searches found nothing on the org. Its SFF-2026 money came mostly through the Freedom track. https://survivalandflourishing.fund/recommendations","00ef3499":"Stichting Legal Safety Lab (Netherlands), categorised in Trace as AI governance/policy/advocacy; no detailed public description found. https://trace.manifund.org/orgs/legal-safety-lab","01b9dd3c":"Macrostrategy Research Initiative is Nick Bostrom's post-FHI macrostrategy research organisation. https://nickbostrom.com/cv.pdf","02829399":"Probably the Trustless TEEs initiative, started inside Flashbots (Individual #5015, with Individual #2408 and others). It aims to build TEEs with a decentralised root of trust using open-source, tamper-resistant hardware, and its salons cover confidential compute for AI infrastructure security and AI-agent credential control. The SFF entry ($1.174M via PBS Foundation, mostly Fairness/Freedom tracks) ","047bb541":"Cornell LIL Lab (Yoav Artzi's NLP/language learning lab); SFF mostly via 'Mean' track; site not fetchable for specific safety focus. https://survivalandflourishing.fund/2026/recommendations","04a8efe9":"Langsikt (Senter for langsiktig politikk) is a Norwegian long-term policy think tank doing AI safety advocacy among other long-term issues. https://survivalandflourishing.fund/recommendations","059bc58a":"(Low confidence) SFF-2026 $49k via Ashgro, recommended entirely through the Freedom Track (avoiding concentrations of power, AI for human freedom). allelon.org shows only a placeholder; Ashgro site, SFF and web searches give no description. https://survivalandflourishing.fund/2026/recommendations","0629abb5":"Technology Strategy Roleplay is the UK charity that runs Intelligence Rising, a strategic AI-futures wargame for policymakers. https://cser.ac.uk/resources/toolkit/intelligence-rising","0762d017":"Softmax is Emmett Shear's San Francisco startup researching 'organic alignment' of AI and human goals. https://www.lesswrong.com/posts/QGQiCuE33iHFv9jkv/softmax-emmett-shear-s-new-ai-startup-focused-on-organic","079ecc75":"SFF FlexHEGs round general support to CAIS - flexible hardware-enabled guarantees for compute governance. https://survivalandflourishing.fund/recommendations","085254dc":"Oxford China Policy Lab researches US-China relations and AI governance to reduce global risks from AI. https://survivalandflourishing.fund/recommendations","0bbaaf17":"SFF-2026 $643k general support to Topos Institute (mostly Freedom track); applied category theory research institute. https://survivalandflourishing.fund/2026/recommendations","0d218411":"SFF Initiative Committee unconditional gift to Zvi Mowshowitz, prolific AI/AI-risk writer (Don't Worry About the Vase). https://survivalandflourishing.fund/initiative-committee","0d5dd3ff":"AuthorBot, Inc.: SFF-2026 general support 'depicting aligned AI through books' (Fairness track); no further description retrieved. https://survivalandflourishing.fund/2026/recommendations","1167aff7":"CAIS Action Fund general support - CAIS's US policy advocacy arm. https://survivalandflourishing.fund/recommendations","19b34c22":"Oxford Martin AI Governance Initiative is an Oxford academic centre researching frontier AI governance and risks. https://survivalandflourishing.fund/recommendations","1a9ec0ac":"JUSTICE is a UK law reform charity (rule of law, human rights) with 'AI, Technology & the Justice System' as a priority area; not x-risk focused. https://justice.org.uk/?p=1112","1ad666ce":"SFF-2026 $15k Fairness-track support for a UC Berkeley workshop on AI and public feedback; no further description found. https://survivalandflourishing.fund/2026/recommendations","1ae44d0c":"ECNL is a civic-space/human-rights law nonprofit doing policy work on AI regulation (e.g. EU AI Act) and its impact on civil society. https://ecnl.org/impact-story/integrating-civic-space-safeguards-technology-regulation-eu","1b82f4d9":"AFFINE (Agent Foundations Field Network) runs agent-foundations alignment seminars/fellowships and aims to become a research hub. https://manifund.org/projects/affine-event-prep","1c26846f":"CASA works on reconciling broad access to advanced AI with security safeguards, centring Global Majority stakeholders via research and diplomacy. https://www.casa-ai.org/","1ef64ff3":"Seismic Foundation runs public awareness campaigns and message research on AI risk (Individual #9386). https://podcastaddict.com/episode/https%3A%2F%2Fapi.substack.com%2Ffeed%2Fpodcast%2F192365971%2Fa621f6a6d9062bc1b226b3f01abcc6f4.mp3&podcastId=6050335","1f419191":"Good Ancestors advocates Australian policy on catastrophic risks, ~80% focused on AI safety. https://manifund.org/projects/good-ancestor-australia-again","1fc5bfb6":"CAIS general support via SFF Initiative Committee. https://survivalandflourishing.fund/recommendations","207f622d":"CBAI general support: AI Safety Research Fellowship, AIxBiosecurity Fellowship, CAMBRIA and student groups. https://www.cbai.ai/","21a40c21":"Palisade Research: dangerous-capability demos for policymakers and the public. https://palisaderesearch.org/","232c455c":"(Low confidence) SFF-2026 $276k via Lightcone (Freedom track $243k, Fairness $22k, Synthetic Mean $10k; Main $0). The SFF page gives no description, missingmeasures.org is blocked to fetching, and searches found nothing on the org. https://survivalandflourishing.fund/2026/recommendations","2856f099":"Basis is an AI research nonprofit building general reasoning/causal modelling systems to help tackle hard scientific and societal problems; no explicit safety framing. https://www.basis.ai/","2d863504":"Ulyssean PBC builds formally verified hardware security and verification tools for AI data-center infrastructure. https://www.crowdsupply.com/ulyssean/teardown-2025-sponsorship","2d9027fa":"AI Risk Mitigation Fund is a grantmaker that regrants to alignment, policy and training projects. https://www.every.org/ai-risk-mitigation-fund","304a6d9c":"CivAI builds interactive demos to educate policymakers and the public about AI capabilities and risks. https://civai.org/about","35d25a35":"CAIS general support (SFF-2025). https://survivalandflourishing.fund/recommendations","39945a75":"CFAR general support - rationality training community org, not AI-safety-specific. https://survivalandflourishing.fund/2026/recommendations","399bb004":"SFF-2025 $101k (incl. matching) to an NLP-for-AI-safety research group across U Toronto and U Michigan; leads not named on public pages. https://www.longtermwiki.com/grants/DrlfRWL2ZT","3f9b059d":"The Alignment Journal is an archival journal for theoretical/principled alignment research, fiscally sponsored by Principles of Intelligence. https://www.lesswrong.com/posts/9vm2wtAtb34pEkjje/the-alignment-journal-organization-personnel-and-scope","3fc30dd9":"Individual #5191's independent agent-foundations research program. https://survivalandflourishing.fund/recommendations","3fcd8e24":"LASST uses litigation, legal research and advocacy to reduce risks from emerging tech, incl. an AI-safety whistleblower defense fund and suing OpenAI. https://lasst.org","422d2464":"Modeling Cooperation (fiscally sponsored by Convergence Analysis) models AI competition dynamics and runs Intelligence Rising scenario workshops for governance. https://forum.effectivealtruism.org/users/modeling-cooperation","425502f2":"SFF general support to Center for Open Science (open/reproducible science infrastructure, metascience); flagged not AI safety. https://survivalandflourishing.fund/2026/recommendations","472264cb":"(Low confidence) Common Grounds' site says only 'Virtual worlds for bridging AI and humanity through play'; fiscally sponsored by Active Inference Institute, funded via SFF Fairness ($322k) and Freedom ($67k) tracks, $0 Main track; no team, research, or safety description found (about page unreachable, searches turned up nothing). https://commongrounds.ai/","486c586f":"SFF-2024 $163k (Jaan Tallinn) to the URI Foundation for Individual #8834's ML4STS Lab at the University of Rhode Island, which studies ML in socio-technical systems and currently focuses mostly on the fairness of automated decision-making (not x-risk). https://ml4sts.com/","4893239c":"Augur LLC general support from SFF (Trace categorises as epistemic infrastructure); same org later funded for AI supply chain research. https://trace.manifund.org/orgs/augur","4b5905c0":"Stichting Legal Safety Lab (Netherlands), categorised in Trace as AI governance/policy/advocacy; no detailed public description found. https://trace.manifund.org/orgs/legal-safety-lab","4ec8edec":"Mathematical Metaphysics Institute is Individual #3655's (zhukeepa) institute formalising metaphysics, motivated by AI alignment and insights from religious/spiritual traditions. SFF-2026 grant flagged as not AI safety. https://zhukeepa.substack.com/p/ai-alignment-and-the-distributed","509bf0ee":"CaML trains/evaluates LLMs for compassion toward animals and non-humans (document tuning, benchmarks). https://forum.effectivealtruism.org/posts/aZBL5gBcQpqjDfth5/alignment-for-animals","564a6fc7":"Individual #3307: independent agent-foundations research on agency and natural abstractions. https://www.longtermwiki.com/grants/HOQQ6sW67R","5a7a222c":"(Low confidence) SFF-2026 $81k general support to Gimbal via Ashgro (mostly Fairness track; Trace categorises it 'Other existential risk'). Checked SFF page, Trace Ashgro page, Ashgro site, LessWrong search, gimbal.ai (blocked), gimbal.org (parked), several web searches - no description of the project found. https://trace.manifund.org/orgs/ashgro","5c56e82f":"CAIS Action Fund general support - CAIS's US policy advocacy arm. https://survivalandflourishing.fund/recommendations","60a7b6a2":"Dovetail (Individual #2970) - agent-foundations research group and fellowship, sponsored via Anti Entropy. https://survivalandflourishing.fund/2026/recommendations","628e871e":"BERI collaboration with UC Berkeley CLTC's AI Security Initiative, which produces AI risk-management guidance and policy/standards input. https://cltc.berkeley.edu/ai-security-initiative/","65af6554":"Authensor is a security research firm auditing AI evaluation tooling (benchmarks, judges, leaderboards) and attesting to their integrity. https://authensor.com/","67af7b6a":"Stichting Legal Safety Lab (Netherlands), categorised in Trace as AI governance/policy/advocacy; no detailed public description found. https://trace.manifund.org/orgs/legal-safety-lab","68ef954a":"Individual #5191's agent-foundations research programme, fiscally sponsored by MIRI. https://survivalandflourishing.fund/2026/recommendations","7197b461":"AI & Democracy Foundation (Aviv Ovadya) works on democratic/deliberative governance of AI; funded mainly via SFF's Fairness track. https://survivalandflourishing.fund/2026/recommendations","71e61a68":"Applied category theory academic conference hosted via Tallinn University of Technology; SFF itself flags it as not AI safety. https://survivalandflourishing.fund/2026/recommendations","72f51a97":"Non-Trivial (via Leaf, Inc.) runs online fellowships getting talented teenagers to research and work on pressing global problems. https://survivalandflourishing.fund/2026/recommendations","747db42f":"CAIS Action Fund general support - CAIS's US policy advocacy arm. https://survivalandflourishing.fund/recommendations","74fb7064":"SFF only lists 'general support of Formal Epistemology and AI Safety' at Vanderbilt; philosophy/formal epistemology of AI safety group. https://survivalandflourishing.fund/2026/recommendations","751fbc7c":"Stanford AI for Lean: student-led group (Koyejo lab) on AI-assisted theorem proving, autoformalization and verified code generation in Lean 4. https://cs.stanford.edu/people/brando9/stanford-ai-for-lean/","77c6d1a5":"First Proof Foundation (501c3) runs an independent benchmark of AI systems on unpublished research-level maths problems written by leading mathematicians. Expert referees grade the answers at Harvard CMSA and it publishes full records; it is funded by SFF, the AI for Math Fund, Anthropic and OpenAI. https://simons.berkeley.edu/news/ai-systems-solve-many-not-all-research-level-math-problems-rigorou","78bd3cf2":"(Low confidence) SFF speculation grant to 'AI Safety Law Serbia' via Epistea. No project page found; Serbia is drafting its first AI law (NALED, 2025-26), so this is probably AI safety legal/policy work tied to that. Inferred from the name; jaan.online blocked fetching. https://n1info.rs/english/news/naled-serbia-to-get-law-on-ai-this-year/","7c0a3299":"(Low confidence) SFF speculation grant via fiscal sponsor for 'AGI Inherent Non-Safety', apparently arguing that AGI cannot be made safe (in the vein of Forrest Landry et al.); no project page found in searches and the jaan.online source is robots-blocked. https://jaan.online/philanthropy/donations.html","7e665ffe":"Windfall Trust builds a global AI-windfall social safety net / universal income floor against AI-driven job loss; economic-transition policy, not takeover. https://futureoflife.org/project/the-windfall-trust/","7f9845d5":"Center on Long-Term Risk: research on s-risks from AI, conflict/cooperation between AI agents and safe AI design. https://survivalandflourishing.fund/2026/recommendations","836edabb":"Individual #6894's research (with Individual #3307) on natural abstractions / agent foundations, sponsored via Lightcone. https://survivalandflourishing.fund/recommendations","84d13d67":"AFFINE (Agent Foundations Field Network) runs agent-foundations alignment seminars/fellowships and aims to become a research hub. https://manifund.org/projects/affine-event-prep","84fabf95":"Effective Institutions Project general support - advising institutions on AI governance and global catastrophic risk. https://survivalandflourishing.fund/2026/recommendations","8554bf2e":"Plurality Institute works on AI governance and pluralistic/collaborative technology for democracy; SFF general support. https://trace.manifund.org/orgs/plurality-institute","8604477c":"Sage Future runs AI Digest (interactive AI capability explainers) and forecasting tools. https://survivalandflourishing.fund/2026/recommendations","88bc3b39":"Center for AI Policy: US advocacy org lobbying for legislation on catastrophic risks from advanced AI. https://survivalandflourishing.fund/recommendations","891742e0":"Collective Intelligence Project: democratic/collective governance of AI (e.g. alignment assemblies, global constitutions). https://survivalandflourishing.fund/initiative-committee","8a63aea9":"EvalEval coalition (fiscally sponsored by EleutherAI) works on the science and documentation of AI evaluations, e.g. the Every Eval Ever / Eval Cards project. https://survivalandflourishing.fund/2026/recommendations","8ad863d1":"Psst.org is a nonprofit that supports tech whistleblowers (legal/safe channels for insiders, incl. AI). https://psst.org/blog/jennifer-gibson-executive-director","8b10e153":"CASA works on reconciling broad access to advanced AI with security safeguards, centring Global Majority stakeholders via research and diplomacy. https://www.casa-ai.org/","8c763719":"Humans in Control is a grassroots nonpartisan org advocating for AI safeguards via community organising. https://manifund.org/projects/student-organizing-program-for-humans-in-control","9043f65b":"Individual #5987 is a Czech filmmaker developing a feature film about gradual disempowerment by AI. https://manifund.org/projects/development-of-a-cautionary-tale-feature-film-about-gradual-disempowerment","9173105c":"Secure AI Project does AI safety policy advocacy (e.g. California frontier AI legislation). https://www.longtermwiki.com/wiki/secure-ai-project","918469e8":"Mathematical Metaphysics Institute is Individual #3655's (zhukeepa) institute formalising metaphysics, motivated by AI alignment and insights from religious/spiritual traditions. https://zhukeepa.substack.com/p/ai-alignment-and-the-distributed","932fd7bb":"Seldon Lab runs an accelerator for AI security/safety startups. https://manifund.org/projects/ai-security-startup-accelerator-batch-2","9447411a":"Foxglove is a UK legal nonprofit challenging big tech and government tech use (e.g. Palantir/NHS, data centres); tech-justice rather than x-risk. https://www.foxglove.org.uk/","961f1a80":"SecureBio works on biosecurity, including evaluating AI biological capabilities and pathogen detection. https://survivalandflourishing.fund/recommendations","97ab96ed":"Civic Machines Lab is part of TUM Think Tank, working on AI agents in society, governance and security; no detailed mission found. https://tum-asia.edu.sg/?p=51667","986d4daf":"(Low confidence) SFF-2025 $30k via Epistea z.s.; Longterm Wiki and SFF give no description, Epistea's project list doesn't mention it, and amplifyingaisafety.org was blocked. Name suggests AI safety outreach, but unconfirmed. https://survivalandflourishing.fund/recommendations","99ba9319":"Oath Technologies (Convergent Research) builds formal-verification oversight tools so AI agents must prove they stay within permissions/sandboxes. https://builtinlondon.uk/job/oath-technologies-formal-methods-research-engineer/11088021","9a57d79a":"SecureDNA DNA synthesis screening. https://survivalandflourishing.fund/recommendations","9a6b050e":"CAIS general support: technical ML safety research, field building and AI risk advocacy. https://survivalandflourishing.fund/2026/recommendations","9d6857a4":"Epistemic Garden (via Sentinel Research; led by Individual #1088, with Alexandre Variengien) builds open tools that show online communities how ideas spread and help them resist coordinated narratives: Community Archive (~17M tweets), Keyword Trends, Birdseye, Nooscope, and Discourse Maps. https://epistemic.garden/","a0488221":"Angelina Wang's Cornell lab on responsible AI (fairness, societal impacts of ML); not takeover-focused. https://survivalandflourishing.fund/recommendations","a14f6e44":"PrincInt (ex-PIBBSS): interdisciplinary AI safety fellowships, affiliateships and events. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","a220d15e":"Atlas Computing (Convergent Research) de-risks interventions for unowned AI risks, incl. formal-methods-for-AI (FMxAI) work. https://www.atlascomputing.org/","a2460682":"Macrostrategy Research Initiative is Nick Bostrom's post-FHI macrostrategy research organisation. https://nickbostrom.com/cv.pdf","a569f162":"SecureBio biosecurity work incl. AI bio-capability evals. https://survivalandflourishing.fund/recommendations","a603e2f2":"Oxford China Policy Lab (via BERI) does US-China AI governance research. https://survivalandflourishing.fund/2026/recommendations","a6f1aec9":"Security Level 5 builds towards SL5-level security for frontier AI labs/weights (related to SL5 Task Force standard). https://securityandtechnology.org/sl5/","a9822a48":"Modeling Cooperation (via Convergence Analysis) models AI race dynamics and builds Intelligence Rising governance-scenario software. https://survivalandflourishing.fund/2026/recommendations","ab9000a0":"(Low confidence) SFF-2026 $100k (Tallinn, Freedom track) to GD Research via Lightcone; no org page found anywhere (SFF, Trace, LessWrong, longtermwiki). Name strongly suggests the gradual-disempowerment research line (Kulveit/Douglas et al.), but this is still an inference. https://survivalandflourishing.fund/2026/recommendations","ae073a06":"SFF-2026 $297k Fairness-track support for a UC Berkeley healthcare AI project, flagged by SFF as not AI safety. https://survivalandflourishing.fund/2026/recommendations","ae3856f7":"(Low confidence) Via BERI, mostly Freedom track. Most likely builds on Jonathan Stray's (CHAI) 'Conflict Superintelligence' agenda: AI that de-escalates human conflict, with escalation metrics, conflict-forecasting tournaments, pre-deployment conflict evals, flash-war mitigations, and a 'PeaceBot'. The org site blocks fetching, so the link to Stray is inferred from the name. https://www.betterconf","ae83ab13":"(Low confidence) Reciprocal Research, Inc. received $719k SFF-2026 general support (mostly Freedom track; Trace classes it 'Other existential risk'); the SFF page gives no website or description and searches found only unrelated uses of the phrase. https://survivalandflourishing.fund/2026/recommendations","b05532b3":"Palisade Research: dangerous-capability demos for policymakers and the public. https://palisaderesearch.org/","b1dcc04d":"(Low confidence) SFF speculation grant via Players Philanthropy Fund for 'Psychosecurity Ethics' at an entity called The European Responsible Artificial Intelligence Office; searches returned only the EU AI Office, no project page found, so the topic (AI psychological manipulation ethics/policy) is inferred from the title. https://jaan.online/philanthropy/donations.html","b57d6b41":"CAIS general operating support (SFF speculation grant). https://jaan.online/philanthropy/donations.html","b58b9ff0":"SFF FlexHEGs round general support to CAIS - flexible hardware-enabled guarantees for compute governance. https://survivalandflourishing.fund/recommendations","b599405b":"BERI general support (SFF-2026); BERI supports university x-risk research groups via collaborations. https://survivalandflourishing.fund/2026/recommendations","b662de35":"LASST uses litigation, legal research and advocacy to reduce risks from emerging tech, incl. an AI-safety whistleblower defense fund and suing OpenAI. https://lasst.org","b68408a3":"AI: Futures and Responsibility (AI:FAR) is a University of Cambridge research programme on AI governance and catastrophic/x-risk from AI. https://www.longtermwiki.com/things/ooQHdT_9Rs","b821f9e8":"Individual #5191's independent agent-foundations research program (logic, decision theory, abstraction). https://survivalandflourishing.fund/recommendations","ba0b88d8":"Panoplia Laboratories is a Cambridge MA nonprofit developing broad-spectrum DRACO-like antiviral prophylactics for pandemic defence. https://manifund.org/projects/design-and-testing-of-broad-spectrum-antivirals","badfbfa1":"Mathematical Metaphysics Institute is Individual #3655's (zhukeepa) institute formalising metaphysics, motivated by AI alignment and insights from religious/spiritual traditions. https://zhukeepa.substack.com/p/ai-alignment-and-the-distributed","bd8ffddf":"Goodheart Labs runs an automated system that researches and writes AI-generated Community Notes on X (plus Common Notes extension). https://goodheartlabs.com","bfd48f20":"Rootclaim is a probabilistic-reasoning platform for resolving contested questions (epistemics), not AI safety. https://survivalandflourishing.fund/initiative-committee","c434b443":"Contractor payment supporting the running of AI Safety Camp, a research mentorship program. https://jaan.online/philanthropy/donations.html","c7846354":"SecureDNA provides free cryptographic DNA synthesis screening. https://survivalandflourishing.fund/recommendations","c83f2cf5":"Very likely Jonathan Stray's (CHAI senior scientist) GreenEarth project, since renamed MySky: open-source LLM-based 'prosocial' personalised feed algorithms and recommender infrastructure for Bluesky/ATProto. greenearth.social redirects to mysky.social. BERI sponsorship not explicitly confirmed; consistent with SFF's 'not AI safety' note and Freedom-track funding. https://www.mysky.social/p/introd","c9ec7e5d":"LASST uses litigation, legal research and advocacy to reduce risks from emerging tech, incl. an AI-safety whistleblower defense fund and suing OpenAI. https://lasst.org","ca44113b":"UChicago Existential Risk Laboratory (XLab) runs x-risk research fellowships and courses; SFF-2026 general support via BERI. https://survivalandflourishing.fund/2026/recommendations","cde17dc5":"Topos Institute is a category-theory/applied-math research institute (also an ARIA Safeguarded AI TA1 performer); SFF general support. https://survivalandflourishing.fund/recommendations","d3621746":"General support of CEA's AI-focused events team (AI safety conferences/events). https://survivalandflourishing.fund/2026/recommendations","d3ed6678":"Oxford China Policy Lab researches US-China relations and AI governance to reduce global risks from AI. https://survivalandflourishing.fund/recommendations","d6714b00":"PrincInt (ex-PIBBSS): interdisciplinary AI safety fellowships, affiliateships and events. https://manifund.org/projects/pibbss---affiliate-program-funding-6-months-6-affiliates-or-more","d831bac2":"Seth Lazar's MINT lab at ANU: philosophy/normative theory of AI and AI governance; SFF-2024 general support paid to ANU. https://survivalandflourishing.fund/recommendations","d975cec2":"BERI collaboration with UC Berkeley's Center for Long-Term Cybersecurity (AI Security Initiative: AI risk management guidance and standards). https://cltc.berkeley.edu/ai-security-initiative/","dd666d69":"CAIS general operating support (SFF speculation grant). https://jaan.online/philanthropy/donations.html","dedfc29b":"Rethink Priorities: research/think-tank org doing EA prioritisation, AI strategy, animal welfare and worldview research. https://survivalandflourishing.fund/recommendations","e0fb9cd1":"Balsa Research/Policy Institute works on US policy reform (Jones Act, NEPA, housing), not AI safety. https://www.balsaresearch.com/","e3a16214":"Tara Research benchmarks dishonesty in AI agents and runs a leaderboard comparing honesty-alignment methods. https://tararesearch.org/","e41e0f36":"Live Theory is Sahil's conceptual alignment research programme ('Live Theory: Taking Intelligence Seriously'), fiscally sponsored by Epistea. https://www.lesswrong.com/users/sahil-1","e58d0fd3":"AI Alignment Foundation, partnered with AE Studio, runs alignment research on neglected approaches and a paid alignment research fellowship. https://forum-bots.effectivealtruism.org/posts/BBuvfr2Hi8iCGgoem/aiaf-fellowship-2026","e6743052":"Ovelle Bio is a startup growing human eggs from stem cells (in-vitro gametogenesis) for fertility. https://denovo.substack.com/p/announcing-ovelle","eaa585c7":"Safe AI Forum runs the International Dialogues on AI Safety (IDAIS), convening scientists across US/China on extreme AI risks. https://survivalandflourishing.fund/recommendations","ec7330b6":"SaferAI general support for AI risk management standards and policy work. https://survivalandflourishing.fund/recommendations","ef02873c":"(Low confidence) SFF-2024 $135k via Players Philanthropy Fund; SFF and Longterm Wiki give no description. Name matches the Forrest Landry / Individual #9334 argument that AGI is inherently uncontrollable (substrate-needs convergence), but no page links this grant to them. https://www.lesswrong.com/posts/xp6n2MG5vQkPpFEBH/the-control-problem-unsolved-or-unsolvable","f1f7a54b":"Poseidon Research studies encoded reasoning/steganography in LLM chain-of-thought (e.g. NEST paper) for monitorability. https://icml.cc/virtual/2026/67895","f3565eee":"Neo Research is a Singapore frontier-AI safety lab doing third-party evals, CoT-monitoring stress tests and loss-of-control research. https://neoresearch.ai/","f38b7c68":"(Low confidence) SFF-2026 page: $117k, almost all from the Freedom track ($115k) plus $2k Fairness, paid via Better Giving, $10k speculation grant and a $18k matching pledge, with no description. div.school blocks fetching, and searches only returned traditional university divinity schools. https://survivalandflourishing.fund/2026/recommendations","f68553e2":"Viva City is a longevity community/charter-city project (Healthspan Action Coalition); not AI safety. https://ns.com/dashboard/viva-city","f692f023":"Technology Strategy Roleplay is the UK charity that runs Intelligence Rising, a strategic AI-futures wargame for policymakers. https://cser.ac.uk/resources/toolkit/intelligence-rising","f6e65ec5":"CaML trains/evaluates LLMs for compassion toward animals and non-humans (document tuning, benchmarks). https://forum.effectivealtruism.org/posts/aZBL5gBcQpqjDfth5/alignment-for-animals","f71aeaef":"AFFINE's technical agent-foundations research arm, via Beacon Institute for Global Catastrophic Risk. https://survivalandflourishing.fund/2026/recommendations","f7c3a1f2":"Topos Institute is a category-theory/applied-math research institute (also an ARIA Safeguarded AI TA1 performer); SFF general support. https://survivalandflourishing.fund/recommendations","f7cbc1ba":"CivAI builds interactive demos to educate policymakers and the public about AI capabilities and risks. https://civai.org/about","f9238389":"CAIS general support (SFF-2024). https://survivalandflourishing.fund/recommendations","f981c33f":"FABRIC (Czechia) runs ESPR and PAIR rationality and AI summer camps for mathematically talented teens. https://www.lesswrong.com/posts/ujyWw3rsn3LwSwgFi/apply-to-espr-and-pair-2026-rationality-and-ai-camps-for","fa85aab1":"Groundless Alignment continues the Live Theory/Autostructures conceptual alignment agenda with fellows and prototypes. https://manifund.org/projects/groundless-alignment-india-residency-2025","fdcb6a89":"AI Standards Lab contributes to AI safety standards (EU AI Act codes, risk management) together with Holtman Systems Research. https://survivalandflourishing.fund/recommendations"},"tagVocabulary":"v3 2026-10-25","tags":{"14354615":["Academia","Strategy","Governance"],"20909348":["Field building","Training program","Governance"],"32801790":["Takeover risk mitigation","Theoretical / conceptual / mathematical / 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philosophical"],"221a3fbe":["Governance"],"226efc5b":["Takeover risk mitigation","Governance"],"22fb3eb9":["Takeover risk mitigation"],"230ea0f3":["EA meta","Strategy"],"232c455c":["Governance"],"239902d6":["Communications","Training program"],"23b1a60b":["Other / out of scope"],"23b53b04":["Strategy","Other / out of scope"],"23ba9f5f":["Other / out of scope"],"23c73084":["Takeover risk mitigation","Prosaic","Machine Learning","Field building"],"23defdbc":["EA meta","Data collection and visualisation"],"243a2bd3":["Other / out of scope"],"246ca738":["Academia","Strategy"],"248ad501":["Takeover risk mitigation"],"25554f9b":["Forecasting","EA meta"],"260e420a":["Independent research","EA meta"],"2686869b":["Field building"],"26d014c4":["Biosecurity"],"26e783b5":["Other / out of scope"],"26eb547f":["Prosaic","Takeover risk mitigation","Machine Learning"],"27057aa1":["Other / out of scope"],"274705d9":["Strategy","Academia"],"277aba44":["Governance","Strategy"],"279193ab":["Takeover risk 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