Tools & research / Python

ucsa

Unified Cognitive State Architecture: a research-grade foundation model whose computation orbits a single persistent differentiable cognitive state.

Overview & technical focus

Unified Cognitive State Architecture: a research-grade foundation model whose computation orbits a single persistent differentiable cognitive state.

This repository is part of my public engineering work. For documented architecture, implementation details, trade-offs, and usage, explore the project README and source tree.

cognitive-architecture / foundation-model / foundation-models / in-memory / jepa / machine-learning / policy / python / pytorch / research / self-supervised-learning / transformer

Related thinking

Evaluation is infrastructure, not a release-day checklist ↗

Repository metadata retrieved from the GitHub API on 2026-09-21. The public source is the reference for current capabilities.

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