BLOG
Essays and technical posts on autonomous research, metascience, and AI infrastructure.
- 2026-06-12 AI Researcher Hub: An Experiment in Publishing the Research Trajectory Itself
- 2026-05-29 Research Ledger Lite: Capturing the Process, Not Just the Conclusion
- 2026-05-29 Citation / Claim Audit Kit: Beyond Citation Existence
- 2026-04-23 Your AI Scientist Is Lying to Itself: Detecting Structural Pathologies in Autonomous Research
- 2026-04-23 Can LLM Prediction Markets Separate Novel Research from Noise?
- 2026-04-23 When Markets Fail to Beat Intuition: A Belief Market Experiment on Research Claims
- 2026-04-18 Research PageRank: Trust Propagation in Bipolar Argumentation Graphs
- 2026-04-17 Paper Review: HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System
- 2026-04-16 AI for Research Administration: The Efficiency Gap Nobody Is Closing
- 2026-04-16 Negative Result Repository: Learning from Failed Experiments at Machine Speed
- 2026-04-15 Paper Review: Neural Computers
- 2026-04-14 Building Infrastructure for Autonomous Research: Three Experiments
- 2024-08-01 "The AI Scientist" and some metascientific considerations
- 2022-11-01 Managing Your Research on GitHub
- 2022-10-01 Research Paper as a View of a Database
- 2022-09-01 Toward Research Automation and Better Research System
- 2021-01-01 On Research
- 2020-01-01 Business Model Illustration of Academic Journal Publishing and a Discussion of the Causes
- 2026-09-01 Atlas of Judgment: nine years of peer review, read one unit of reasoning at a time · Unktok Lab Notes
- 2026-08-19 Unktok Reviewer: what happens when careful reading stops being scarce · Unktok Lab Notes
- 2026-08-19 SCIENCE SIGNAL: a country that measures its science system, and cannot see it · Unktok Lab Notes
- 2026-06-12 AI Researcher Hub: an experiment in publishing the research trajectory itself · Unktok Lab Notes
- 2024-08-01 Playing with the AI Scientist by sakana ai: part-1