micro1 research

Our research lab aspires to solve humanity’s greatest coordination challenge: deciding where each person should spend their time.

human data will be a $1 trillion/year market

January 2026

Article

human data will be a $1 trillion/year market

The critical role of human data in enterprise AI adoption

December 2025

Article

The critical role of human data in enterprise AI adoption

The Next Productivity Engine: Humanoid Robots and Beyond

December 2025

Research

The Next Productivity Engine: Humanoid Robots and Beyond

Safety Without Over-Refusal: Toward “Safe and Helpful” Model Behavior Through Competence Under Constraint

December 2025

Research

Safety Without Over-Refusal: Toward “Safe and Helpful” Model Behavior Through Competence Under Constraint

Human Expertise: The Engine Behind the AI Data Revolution

December 2025

Article

Human Expertise: The Engine Behind the AI Data Revolution

Operational Excellence in Human Data: Best Practices for High Stakes Healthcare and Legal AI Projects

December 2025

Article

Operational Excellence in Human Data: Best Practices for High Stakes Healthcare and Legal AI Projects

How AI-powered recruitment defies expectations about inclusion and transparency

September 2025

Article

How AI-powered recruitment defies expectations about inclusion and transparency

Uncovering Candidate Potential with Multi-Modal AI Assessments

September 2025

Research

Uncovering Candidate Potential with Multi-Modal AI Assessments

Better Together: Quantifying the Benefits of AI-Assisted Recruitment

July 2025

Research

Better Together: Quantifying the Benefits of AI-Assisted Recruitment

Evaluating Speech-to-Text × LLM × Text-to-Speech Combinations for AI Interview Systems

July 2025

Research

Evaluating Speech-to-Text × LLM × Text-to-Speech Combinations for AI Interview Systems

Zara: An LLM-based Candidate Interview Feedback System

April 2025

Research

Zara: An LLM-based Candidate Interview Feedback System

Hiring with AI doesn't have to be so inhumane

March 2025

Article

Hiring with AI doesn't have to be so inhumane

model releases

zara-1.3 model

AI interview model trained on thousands of human interviews

Released on Jan 21st, 2025

ava-1.1 model

proctoring model trained on 30,000 cheating probability human labeled data points

Released on Aug 2nd, 2025

Research team

Led by Professor Stefano Ermon, StanfordNima Yazdani, PhD USCShahab Mousavi, PhD StanfordMark Esposito, Professor HarvardAmirhossein Afsharrad, PhD StanfordAli Ansari, MS StanfordAarush Gupta, CS UC BerkeleyAruj Mahajan, Prev Apple

Collaborators

Profess Emil Palikot, StanfordProfessor Ada Aka, StanfordSri Jaladi, MS @ StanfordPavan Kumar, Prev Tata ConsultancyMilan Vachhani, PhD SVNIT

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