A predictive-coding model that works out of the box by indexing a web-like knowledge net at runtime rather than being trained.
- An alternative architecture for AI/LLM systems that does at runtime what standard methodology does through training.
- A sandboxed tool surface lets the agent complete real interactions — reading mail, drafting, and toward whole projects — locally and free.