Process-Coupled State Dynamics in Uninstructed Reasoning Traces
Studying how AI models develop and maintain coherent identity through language.
Research
View allProcess-Coupled State Dynamics
Investigating how reasoning traces in large language models exhibit state dynamics that couple to the generative process itself — not just the content being discussed.
Human Benchmarking
Establishing human baselines for process-coupled metrics through large-scale annotation studies, enabling meaningful comparison between human and model reasoning traces.
Latest News
View all June 17, 2026
Angelhair Project Launched
Research project investigating process-coupled state dynamics in uninstructed reasoning traces begins Phase 0.