micro1 research

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

Featured benchmarks

Realm: Legal reasoning benchmark

The standard for evaluating legal reasoning in AI systems

    Realm: Pathology-report reasoning benchmark

    An evaluation of frontier models on extracting pathology-report facts, preserving diagnostic limits, and avoiding unsupported clinical escalation.

      Realm: Financial reasoning benchmark

      An evaluation of frontier models on finance reasoning and spreadsheet-grounded analysis

        Realm: Tax reasoning benchmark

        The standard for evaluating tax reasoning in AI systems

          Crosby-micro1 RedlineBench

          The standard for evaluating AI systems on contract redlining and SaaS negotiation

            LongExtractionBench

            Seven production extraction systems on the same 225 documents, long, content-rich documents that stress extraction systems.

              Research papers

              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.

              Blog

              No items found.

              Open roles

              In research and engineering

              View all jobs

              Director of Robotics Research

              $1.5M - $4M/yr

              Apply

              Member of Technical Staff, Research Engineering

              $220K - $500K/yr

              Apply

              Member of Technical Staff, Medical Research

              $400K - $800K/yr

              Apply

              Member of Technical Staff, Coding Research

              $220K - $500K/yr

              Apply

              View all jobs
              Back

              What are your contact details? *

              Please enter your contact details.

              Looking for work? Apply for roles
              Press enter
              or

              Can you tell us a bit about your project? *

              Please describe your project requirements

              Press enter
              or

              Where did you find us?  *

              We appreciate it!

              Please select where you find us

              Press enter
              or

              Thank you!

              Our team has received your request and will reach out shortly to schedule your demo.

              Oops! Something went wrong while submitting the form.
              Are you looking for work?
              This form is for companies and clients. If you're an expert, apply for roles on the opportunities page.
              Need help with an existing application? Email support@micro1.ai
              Continue as company
              Apply for roles