OPEN NOTES

Open notes from pr0xyh0rse research: Brightwoven, evals, benchmarks, interpretability, model behaviour, consent-based development, and humane AI critique.

Hannah Bird 2026-01-29 Hannah Bird 2026-01-29

The AI World Model Pilot We Should’ve Built Yesterday

A proposal for consent-based AI development: why transparent pilots, community benefit, and honest data collection produce better training data.