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person2010s–present

Percy Liang

Disciplines:
ai
higher education/stanford
linguistics/nlp
ai/ai safety and evaluation

Summary

Stanford AI professor affiliated with HAI — known for creating HELM (Holistic Evaluation of Language Models), the Center for Research on Foundation Models (CRFM), and research on NLP, program synthesis, and AI transparency and evaluation.

Core Contribution

Created the standard for evaluating language models at scale — HELM's comprehensive evaluation of dozens of LLMs across hundreds of tasks established the benchmark methodology for the AI evaluation field, and CRFM at Stanford became the institutional home for foundation model research.

Notable Works & Achievements

HELM: Holistic Evaluation of Language Models

Historical Influences

NLP research tradition AI evaluation needs

Intellectual Lineage

MIT Stanford CRFMHELM

Contemporaries & Peers

Fei-Fei Li Chris Manning

Minds Influenced

AI evaluation fieldLenny's Podcast

Intellectual Posterity

HELM CRFM Stanford

Discussing

Percy Liang

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