Graham Neubig
All AI mindsAI advancement report · generated from Graham Neubig's indicators
Graham Neubig — full AI read
Graham Neubig — Associate Professor, Carnegie Mellon University; Chief Scientist, All Hands AI, Carnegie Mellon University / All Hands AI (United States) — ranks #43/520 on the AI Advancement Index (81.2). Known for Machine translation and code generation research; creator of widely used tools and the OpenHands (OpenDevin) open-source coding agent; influential on LLM agents and evaluation. Strongest on Field-building (82.0, Strong).
Role
Associate Professor, Carnegie Mellon University; Chief Scientist, All Hands AI
Affiliation
Carnegie Mellon University / All Hands AI
Country
United States
Field
LLMs & NLP
Known for
Machine translation and code generation research; creator of widely used tools and the OpenHands (OpenDevin) open-source coding agent; influential on LLM agents and evaluation
Dimension read
| Dimension | Value | Standing | What a high vs low value means — and where Graham Neubig sits |
|---|---|---|---|
| AAI AI Advancement (AAI) | 81.2 | Leading · #43/520 | High here — among the very top minds advancing AI. ▲ high: among the very top minds advancing AI · ▼ low: lower relative influence within this elite set |
| Research influence Research influence | 84.0 | Strong · #86/520 | High here — field-defining research contributions. ▲ high: field-defining research contributions · ▼ low: limited direct research influence |
| Frontier role Frontier role | 76.0 | Strong · #139/520 | High here — central to building today's frontier AI. ▲ high: central to building today's frontier AI · ▼ low: removed from frontier development |
| Thought leadership Thought leadership | 78.0 | Strong · #69/520 | 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 | 82.0 | Strong · #58/520 | High here — builds the field — mentorship, institutions, tools, community. ▲ high: builds the field — mentorship, institutions, tools, community · ▼ low: limited field-building footprint |
| Momentum Momentum | 86.0 | Strong · #82/520 | High here — driving AI's advancement right now. ▲ high: driving AI's advancement right now · ▼ low: less active at the current frontier |
Strengths
- Field-building (82.0, Strong) — builds the field — mentorship, institutions, tools, community.
- Thought leadership (78.0, Strong) — shapes how the field and public think about AI.
- Momentum (86.0, Strong) — driving AI's advancement right now.
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.