Stanford Institute for Human-Centered Artificial Intelligence
Stanford HAI is a non-profit academic research institute within Stanford University that conducts interdisciplinary AI research, publishes the annual AI Index Report, and develops open-source models and benchmarks for the global research, policy, and industry communities.
- Company typePrivate
- Founded2019
- HeadquartersStanford, United States
- Headcount11–50
- GTM typeB2B
- OfferingServices
What Stanford Institute for Human-Centered Artificial Intelligence does
Stanford Institute for Human-Centered Artificial Intelligence (HAI) is a non-profit research institute within Stanford University founded in 2018-2019 to advance AI research, education, policy, and practice. It is led by co-directors Fei-Fei Li and John Etchemendy, with James Landay as a director, and convenes faculty from computer science, engineering, medicine, and humanities to study AI's societal implications. The institute serves researchers, policymakers, industry partners, and the broader public, and operates with 11-50 dedicated staff on top of affiliated Stanford faculty.
HAI's core outputs include the AI Index Report (annual measurement of AI progress), the AI Economic Indicators Platform, the Global AI Vibrancy Tool, the AI Detection Benchmark, and a portfolio of open-source tools and models: Evo 2 (biological foundation model), pyvene (model interpretability), CooperBench, QuantiPhy, ControlNet/FramePack, PsychAdapter, and MedArena (medical AI evaluation). These span frontier modeling, benchmarking, interpretability, and domain-specific AI applications. The institute is currently restructuring via merger with Stanford's Data Science initiative, expanding its institutional footprint.
HAI's business model is grant-funded and philanthropic rather than commercial. Major disclosed funding includes a $27.6M Hoffman-Yee grant and multiple Patrick J. McGovern Foundation grants ($500K, $750K, $1.5M), supplemented by Stanford's institutional budget and industry partnerships with AWS, NVIDIA, LVMH, Roblox, and the Swiss National AI Institute. HAI does not sell products or licenses in the traditional sense; its "revenue" is research grants, philanthropy, and institutional support.
Stanford Institute for Human-Centered Artificial Intelligence firmographics
Firmographics- Name
- Stanford Institute for Human-Centered Artificial Intelligence
- Legal name
- Stanford University
- Website
- https://hai.stanford.edu
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Stanford HAI is a non-profit academic research institute within Stanford University that conducts interdisciplinary AI research, publishes the annual AI Index Report, and develops open-source models and benchmarks for the global research, policy, and industry communities.
- Ownership category
- akta.pro rank
Stanford Institute for Human-Centered Artificial Intelligence industry classification
Industry- Product category
- AI Research & Policy Institute
- akta.pro primary industry
- Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE)
- akta.pro secondary industries
- Responsible AI Policy, Controls & Workflow Management (HDAAAMAG), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Documentation & Reporting Automation (Model Cards, Datasheets, Impact Assessments) (HDAAAMAJ)
Keywords
Where Stanford Institute for Human-Centered Artificial Intelligence is headquartered
LocationHeadquarters
- HQ city
- Stanford
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Stanford Institute for Human-Centered Artificial Intelligence business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Others
Revenue model
- Research Grants and Philanthropy: HAI operates primarily through funded research programs including the Hoffman-Yee Research Grants (totaling $27.6 million from philanthropists Reid Hoffman and Michelle Yee), grants from Schmidt Sciences and MacArthur Foundation, and general Stanford University support for academic research activities.
- Educational Programs: Revenue from executive education programs, professional education courses, and specialized training for policymakers, civil servants, and industry leaders in AI technologies and their business implications.
Go-to-market motion2 records
Distribution channels6 records
Marketing channels7 records
Stanford Institute for Human-Centered Artificial Intelligence product offering
Product offeringCore offering
Stanford HAI is an academic research institute that produces the annual AI Index Report, develops open-source AI benchmarks and research tools, conducts multidisciplinary AI research, and delivers executive and professional education programs on AI technologies, governance, and policy. Its core outputs include the AI Index Report, Global Vibrancy Tool, AI Economic Indicators Platform, AI Detection Benchmark, and research tools (pyvene, CooperBench, QuantiPhy, Evo 2, ControlNet/FramePack, MedArena, PsychAdapter), alongside the Hoffman-Yee Research Grants and Tech Ethics & Policy Fellowships.
Product overview
Stanford HAI is a university research institute (not a commercial product company) offering a portfolio of research publications, benchmarking tools, and educational programs. The core offerings include the annual AI Index Report (comprehensive global AI trends analysis), the AI Economic Indicators Platform (labor/productivity tracking), the Global AI Vibrancy Tool (country rankings), and the AI Detection Benchmark (content authenticity evaluation). Supporting these are open-source research tools including pyvene (AI model interpretability), CooperBench (multi-agent collaboration), QuantiPhy (physical reasoning), ControlNet/FramePack (visual AI), PsychAdapter (personalized text), and MedArena (medical AI evaluation). HAI also administers grant programs (Hoffman-Yee Research Grants totaling $27.6M) and fellowship programs (Tech Ethics & Policy Summer Fellowships) for AI researchers and students.
Differentiator
Problem solved
Functional benefit
Brands
- Stanford and AWS Marketing Science Lab: A research collaboration focused on advancing AI and machine learning approaches to marketing measurement, improving marketing analytics tools including causal inference and B2B customer journey analysis.
- AI Economic Indicators
Products and services
- AI Index Report The annual AI Index is the most comprehensive analysis of AI's trajectory, tracking technical capabilities, research output, investment, regulation, and societal impact. Published since 2017, it serves as the definitive global reference on AI trends for researchers, policymakers, industry leaders, and media worldwide. The 2026 edition comprises over 400 pages.
- AI Economic Indicators Platform Free platform developed by the Stanford Digital Economy Lab tracking AI's impact on labor markets, productivity, and technology adoption. Includes three dashboards: Canaries Dashboard (powered by anonymized ADP Research payroll data), Takeoff Tracker, and Adoption Monitor.
- Global AI Vibrancy Tool Interactive ranking tool measuring 36 countries across 42 AI-specific indicators including private investment, notable models, and research quality to assess national AI ecosystems. Distributed globally as a free resource alongside the AI Index Report.
- AI Detection Benchmark Benchmark evaluating 15 AI content detection tools against datasets of over 50,000 human and AI-generated samples, measuring accuracy and false positive rates across detection methods. Released as an open benchmark for AI content authenticity research.
- Evo 2 Open-source generative AI tool for biology that predicts protein form and function in DNA across all domains of life. Trained on dataset including all known living species. Enables rapid genetic sequence generation and experimentation for biological research.
- MedArena Benchmark leveraging physician evaluation of 11 large language models in real-world medical settings for comparing LLM performance in clinical applications. Used by researchers and healthcare organizations to evaluate medical AI capabilities.
- CooperBench Benchmark of over 650 real-world software engineering tasks evaluating AI coding agent collaboration capabilities across Python, TypeScript, Go, and Rust. Reveals critical coordination gaps in multi-agent systems. Used by AI researchers to assess agent collaboration capabilities.
- pyvene Open-source Python library supporting customizable interventions on PyTorch models for model editing, steering, robustness, and interpretability research. Includes causal abstraction and knowledge localization capabilities. Used by AI researchers studying model behavior.
- ControlNet and FramePack Open-source AI tools for visual content creation: ControlNet enables spatial composition control in text-to-image models; FramePack supports 3D video generation from text prompts. Developed in collaboration with gaming platform Roblox. Used by artists and researchers for generative visual content.
- Hoffman-Yee Research Grants Grant program totaling $27.6 million from philanthropists Reid Hoffman and Michelle Yee supporting bold interdisciplinary AI research. Areas include generative AI visual content, virtual cell modeling, AI-assisted policing, brain foundation models, and genomic AI. Selected 2024 cohort received additional funding of up to $2 million per team over two years.
- Tech Ethics & Policy Summer Fellowships Ten-week fellowship placing Stanford graduate students in government and civil society roles in Washington D.C. and California to engage in technology ethics and policy. Includes $10,000 stipend. Co-managed with the McCoy Family Center for Ethics in Society.
- Stanford and AWS Marketing Science Lab Research collaboration with AWS focused on advancing AI and machine learning approaches to marketing measurement. Aims to improve marketing analytics tools including causal inference and B2B customer journey analysis, with practical implementation through open-source code and prototypes.
- Executive and Professional Education Programs Fee-based educational programs for industry executives, government officials, civil servants, and policymakers. Focus on AI technologies across industries and their business implications. Includes specialized training for policymakers, civil society cohorts, and K-12 educators.
Quantifiable outcome
- AI Index Report has tracked AI evolution since 2017 and is recognized as the field's most comprehensive annual snapshot
- +4 more outcomes
Companies that use Stanford Institute for Human-Centered Artificial Intelligence
Customer profileSegments5 records
Ideal customer profiles4 records
Stanford Institute for Human-Centered Artificial Intelligence technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability16 records
Feature7 records
Stanford Institute for Human-Centered Artificial Intelligence partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered core, minor and flagship.
- LVMHcoreLVMH built its AI Factory infrastructure in partnership with Stanford HAI. The luxury conglomerate showcased this collaboration at VivaTech, demonstrating AI adoption across brands including Louis Vuitton and Céline, while referencing HAI's research and methodologies for responsible AI development.
- RobloxminorStanford HAI researchers funded by a Hoffman-Yee Research Grant are working with gaming platform Roblox to enable players to generate 3D objects from text prompts, applying AI tools for visual content creation developed at Stanford.
- 0G Labsminor0G, a decentralized AI infrastructure protocol, launched the Apollo AI Accelerator with Stanford blockchain veterans and partners including Blockchain Builders Fund, Google Cloud, and Privy. The program aims to fund early-stage AI projects on decentralized infrastructure.
- Amazon Web Services (AWS)coreStanford HAI and AWS launched the Stanford and AWS Marketing Science Lab, a research collaboration focused on advancing AI and machine learning approaches to marketing measurement. The lab aims to improve marketing analytics tools, including causal inference and B2B customer journey analysis, with practical implementation through open-source code and prototypes.
- Project Liberty InstitutecoreProject Liberty Institute co-organized a main-stage panel on AI governance with Stanford HAI and Global Solutions Initiative at the India AI Impact Summit in New Delhi. The partnership focuses on aligning AI innovation with public interest and launching a global workshop series on open social protocols and user sovereignty.
- Swiss National AI Institute (ETH Zurich and EPFL)flagshipHAI signed a memorandum of understanding with the Swiss National AI Institute at the World Economic Forum in Davos, establishing a framework for long-term collaboration in AI research and education. The partnership aims to develop open-source, open-data multimodal foundation models and create benchmarks and evaluation frameworks for responsible AI deployment. Researchers benefit from joint workshops, researcher exchanges, and shared compute initiatives.
- Arc InstitutecoreStanford collaborated with the Arc Institute (itself a collaboration among Stanford, UC Berkeley, and UC San Francisco) and NVIDIA to develop Evo 2, the generative AI tool for biology. The Arc Institute provides the biomedical research infrastructure and multidisciplinary expertise for the project.
- NVIDIAcoreNVIDIA provides the AI computer chips and software infrastructure to run Evo 2, Stanford's generative AI tool for biology. NVIDIA's hardware enables training and deployment of the large-scale genomic model.
- ADP Research InstituteminorStanford Digital Economy Lab (part of Stanford HAI) developed the Canaries Dashboard using anonymized payroll data provided by ADP Research to track AI's impact on labor markets.
- McCoy Family Center for Ethics in SocietycoreHAI and the McCoy Family Center for Ethics in Society jointly offer the Tech Ethics & Policy Summer Fellowship, a 10-week program placing Stanford students in government and civil society roles. HAI manages the graduate track while the ethics center handles undergraduate placements.
- World Economic ForumcoreHAI signed its partnership with the Swiss National AI Institute at the World Economic Forum in Davos, leveraging the forum's convening power to bring together global AI leaders for the collaboration announcement.
Scale indicators15 records
Recent moves6 records
Expansion highlights5 records
Stanford Institute for Human-Centered Artificial Intelligence competitors and assessment
Company assessmentBroad incumbents
- DeepMind (Google): Leading commercial AI research lab producing frontier capabilities (AlphaFold, Gemini) and significant AI safety/ethics research, broadly comparable in technical AI research and AI safety publications but operating at far greater scale with commercial mandate.
- OpenAI: Leading AI research and deployment company, broadly comparable in producing influential AI research publications and policy engagement, but operating commercially with much larger scale and faster research-to-deployment cycle.
Direct peers
- MIT Computer Science and Artificial Intelligence Laboratory (CSAIL): MIT's flagship AI research laboratory, directly comparable as a top-tier university-affiliated AI research institute conducting interdisciplinary work spanning computer science, AI safety, robotics, and policy engagement.
- Future of Life Institute: Non-profit focused on AI governance and existential risk, directly comparable in mission and audience: producing policy research, convening global stakeholders, and shaping AI safety/ethics discourse.
- Center for AI Safety (CAIS): Research-oriented organization focused on AI safety and existential risk, comparable in producing safety research, AI benchmarks, and policy engagement with similar academic-adjacent positioning.
- Allen Institute for AI (AI2): Non-profit AI research institute founded by Paul Allen, directly comparable as a mission-driven AI research organization producing open-source models (OLMo), benchmarks, and policy research with similar funding model.
- Carnegie Mellon University AI Initiatives: CMU's AI research ecosystem including the Machine Learning Department and Software Engineering Institute, directly comparable as a top-tier university producing AI safety, ethics, and policy research alongside technical advances.
- UC Berkeley Artificial Intelligence Research Lab (BAIR): Berkeley's AI research hub, comparable as a leading university AI research lab producing foundation model research (with partnerships via Arc Institute on Evo 2), policy engagement, and open-source contributions.
Emerging players
- AI Now Institute: NYU-based research institute examining AI's social implications, partially comparable in producing policy research on AI accountability, labor impacts, and rights, though with stronger civil-society framing than HAI's industry engagement.
- Partnership on AI: Multi-stakeholder non-profit convening industry, academia, and civil society on AI best practices, partially comparable in AI governance research and policy focus though with more industry-aligned framing.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Stanford Institute for Human-Centered Artificial Intelligence social profiles
Digital presenceStanford Institute for Human-Centered Artificial Intelligence financial estimates
Financial estimateRevenue estimate
Valuation estimate
Stanford Institute for Human-Centered Artificial Intelligence leadership team
Management profileNumber of profiles
Profiles16 records
Stanford Institute for Human-Centered Artificial Intelligence funding detail
Funding detailFunding overview
Funding rounds3 records
Investors1 record
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Stanford Institute for Human-Centered Artificial Intelligence M&A and investment
M&A and investmentM&A
Investments
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Frequently asked questions about Stanford Institute for Human-Centered Artificial Intelligence
What does Stanford Institute for Human-Centered Artificial Intelligence do?
Stanford HAI is an academic research institute that produces the annual AI Index Report, develops open-source AI benchmarks and research tools, conducts multidisciplinary AI research, and delivers executive and professional education programs on AI technologies, governance, and policy. Its core outputs include the AI Index Report, Global Vibrancy Tool, AI Economic Indicators Platform, AI Detection Benchmark, and research tools (pyvene, CooperBench, QuantiPhy, Evo 2, ControlNet/FramePack, MedArena, PsychAdapter), alongside the Hoffman-Yee Research Grants and Tech Ethics & Policy Fellowships.
Is Stanford Institute for Human-Centered Artificial Intelligence a public or private company?
Stanford Institute for Human-Centered Artificial Intelligence is a private company. It is classified as nonprofit foundation owned and is currently operating.
When was Stanford Institute for Human-Centered Artificial Intelligence founded?
Stanford Institute for Human-Centered Artificial Intelligence was founded in 2019. It employs 11 to 50 people.
Where is Stanford Institute for Human-Centered Artificial Intelligence based?
Stanford Institute for Human-Centered Artificial Intelligence is headquartered in Stanford, United States, in the North America region.
How does Stanford Institute for Human-Centered Artificial Intelligence make money?
Two revenue lines are on record. Research Grants and Philanthropy is the primary driver. The others are educational Programs.
Who are Stanford Institute for Human-Centered Artificial Intelligence's main competitors?
Broad incumbents on record are DeepMind (Google) and OpenAI. Direct peers are MIT Computer Science and Artificial Intelligence Laboratory (CSAIL), Future of Life Institute, Center for AI Safety (CAIS), Allen Institute for AI (AI2), Carnegie Mellon University AI Initiatives and UC Berkeley Artificial Intelligence Research Lab (BAIR). Emerging players are AI Now Institute and Partnership on AI.
Does Stanford Institute for Human-Centered Artificial Intelligence have an API?
No public API is recorded for Stanford Institute for Human-Centered Artificial Intelligence.
What industry is Stanford Institute for Human-Centered Artificial Intelligence in?
Stanford Institute for Human-Centered Artificial Intelligence's product category is AI Research & Policy Institute. Its primary akta.pro industry code is HDAAAMAE, Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001), with a secondary code of HDAAAMAG, Responsible AI Policy, Controls & Workflow Management.