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

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MissionReportBench

The standard for evaluating frontier models on government status reporting

    Medical Index

    The micro1 Medical Index brings our medical benchmarks together in one place.

    Index

      RealmPathology Benchmark

      A pathology report is a diagnosis written in a language most people can’t read. RealmPathology tests whether frontier models can.

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        Research papers

        Can a company tell whether its AI agent is getting better?

        October 2026

        Can a company tell whether its AI agent is getting better?

        PII Transformation for Enterprise Datasets

        September 2026

        PII Transformation for Enterprise Datasets

        AI Models Now Introduce Safety Risks in the Physical World

        September 2026

        AI Models Now Introduce Safety Risks in the Physical World

        Robotics is entering a phase of rapid diversification

        July 2026

        Robotics is entering a phase of rapid diversification

        The Benchmark Ceiling: Human Judgment, Evaluation Scarcity, and the Political Economy of AI Capability Measurement

        July 2026

        The Benchmark Ceiling: Human Judgment, Evaluation Scarcity, and the Political Economy of AI Capability Measurement

        No Last Mile: A Theory of the Human Data Market

        March 2026

        No Last Mile: A Theory of the Human Data Market

        The Next Productivity Engine: Humanoid Robots and Beyond

        December 2025

        The Next Productivity Engine: Humanoid Robots and Beyond

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

        December 2025

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

        Uncovering Candidate Potential with Multi-Modal AI Assessments

        September 2025

        Uncovering Candidate Potential with Multi-Modal AI Assessments

        No items found.
        Evaluating Speech-to-Text × LLM × Text-to-Speech Combinations for AI Interview Systems

        July 2025

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

        No items found.
        Better Together: Quantifying the Benefits of AI-Assisted Recruitment

        July 2025

        Better Together: Quantifying the Benefits of AI-Assisted Recruitment

        No items found.
        Zara: An LLM-based Candidate Interview Feedback System

        April 2025

        Zara: An LLM-based Candidate Interview Feedback System

        No items found.

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