Flagship Browser Demo

NEATchat

NEATchat is a tiny sequence-learning chat demo in progress, not a transformer-scale language model. This page publishes the current contract and visible runtime surface so users can inspect what is live behavior versus what is explanatory scaffolding without depending on Node.

Live (stable)

Tokenization, bounded pretraining, online exchange updates, session export/import, episodic memory bank, A/B metric comparison, regression harness scoring, and safety gate checks.

Experimental — observability only

Multi-path routing compares base, personalized, and retrieval-grounded candidates before selecting a reply. The routing log is recorded for inspection; routing does not promote weights or mutate session state.

Experimental — background job

Background adaptation schedules a fine-tune pass asynchronously against a frozen session snapshot. The base network is never silently mutated. Candidates require explicit promotion or rejection. Adaptation runs on the main thread — a worker-thread backend is not yet present.