
Autodialectics
https://github.com/hmbown/autodialecticsAbout
Agentic harness for keeping research-oriented LLM runs on-task with contracts, evidence, dialectics, verification, and anti-slop gates.
Why it made the leaderboard
Keeps research-oriented LLM runs on-task with contracts, evidence requirements, dialectics, verification, and anti-slop gates — structure for long agentic research instead of hoping the model stays honest.
Tags
agenticresearchllmverificationharness
Tech Stack
PythonDocker
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