Solon Barocas
All AI mindsAI advancement report · generated from Solon Barocas's indicators
Solon Barocas — full AI read
Solon Barocas — Principal Researcher; Adjunct Professor, Microsoft Research / Cornell University (United States) — ranks #348/520 on the AI Advancement Index (67.0). Known for Co-author of 'Fairness and Machine Learning' textbook; foundational work on 'Big Data's Disparate Impact' and the FAccT research community; shaped the academic field of fairness in ML. Strongest on Thought leadership (74.0, Strong).
Role
Principal Researcher; Adjunct Professor
Affiliation
Microsoft Research / Cornell University
Country
United States
Field
AI policy & society
Known for
Co-author of 'Fairness and Machine Learning' textbook; foundational work on 'Big Data's Disparate Impact' and the FAccT research community; shaped the academic field of fairness in ML
Dimension read
| Dimension | Value | Standing | What a high vs low value means — and where Solon Barocas sits |
|---|---|---|---|
| AAI AI Advancement (AAI) | 67.0 | Developing · #348/520 | Low here — lower relative influence within this elite set. ▲ high: among the very top minds advancing AI · ▼ low: lower relative influence within this elite set |
| Research influence Research influence | 70.0 | Moderate · #313/520 | Mid-pack. High would mean field-defining research contributions; low would mean limited direct research influence. ▲ high: field-defining research contributions · ▼ low: limited direct research influence |
| Frontier role Frontier role | 45.0 | Lagging · #482/520 | Low here — removed from frontier development. ▲ high: central to building today's frontier AI · ▼ low: removed from frontier development |
| Thought leadership Thought leadership | 74.0 | Strong · #126/520 | High here — shapes how the field and public think about AI. ▲ high: shapes how the field and public think about AI · ▼ low: limited public/field influence |
| Field-building Field-building | 78.0 | Strong · #126/520 | High here — builds the field — mentorship, institutions, tools, community. ▲ high: builds the field — mentorship, institutions, tools, community · ▼ low: limited field-building footprint |
| Momentum Momentum | 72.0 | Developing · #350/520 | Low here — less active at the current frontier. ▲ high: driving AI's advancement right now · ▼ low: less active at the current frontier |
Strengths
- Thought leadership (74.0, Strong) — shapes how the field and public think about AI.
- Field-building (78.0, Strong) — builds the field — mentorship, institutions, tools, community.
Risk factors
- A significant, well-rounded contributor to AI's advancement.
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These are model outputs and scenarios, not forecasts of actual outcomes. This platform measures access to, utilization of, and leverage from cognitive infrastructure — not intelligence. No causality or certainty is claimed.