1Researcher

Human-gated research loop. A human-gated loop where an AI Postdoc executes each research step and an AI Advisor critiques it — depositing an inspectable artifact every lap and releasing a submission-ready package only when the researcher approves.

As AI collapses the cost of executing research, value migrates to what only a human can own: choosing the question, judging the evidence, and standing behind the claim. 1Researcher is built around that inversion. Downstream of 1Cademy, a selected idea enters a loop: an AI Postdoc executes the next concrete step — data, analysis code, figures, draft sections — while an AI Advisor critiques the work and returns concrete revisions. Every lap is pinned to a durable, inspectable artifact and gated by a human, who decides whether to continue, revise, add data, narrow the claim, or stop. The machines iterate fast; only a human ends the loop.

The rendered project page adds architecture, artifact boundaries, operating principles, and related systems. Key links: home, systems, papers, manuscripts, Google Scholar, GitHub, LinkedIn, ORCID, MIT profile, and CV PDF.