mattorb Stay curiousTighten Feedback LoopsIterate, Measure, LearnFan of Science, Design, and Systems Thinking
Thought

Doing a little experiment with having a synth/cylon/droid/bot research agent that checks…

Doing a little experiment with having a synth/cylon/droid/bot research agent that checks LLM generated prose phrasing of claims against sources.

Diagram titled Evidence gates: a research pass produces an article and a matching dossier, which pass through three build-blocking mechanical gates, then an adversarial verify step and a blinded judge panel, before a deploy guard that refuses on a moved hash; unsupported claims loop back to the sentence or the record.