FOL Software Archaeology

Contains code for expansion policies, decision-making and backup rules, and h-cost learning strategies for combining to make real-time heuristic search algorithms.

ArcOS v1.1 — Natural-Language Cognitive Clone OS. An operating system that executes the user's cognitive structure deterministically through language alone. Part of the Natural-Language OS Series by Masaya Ochiai.

Logs and evidence for the ANM-V1.5 prototype: Web-of-Thought engine, parallel R1 workers, verifier output, and system traces executed on a MacBook Air M2.

This system models adaptive reflection across multiple cognitive layers, enabling agents to restructure their reasoning through a meta-level feedback process. It enhances self-regulation and decision robustness in dynamic environments. 本システムは、複数の認知層にわたる適応的反射をモデル化し、エージェントがメタレベルのフィードバックを通じて推論を再構築できるようにします。これにより、動的環境下での自己調整力と意思決定の堅牢性が向上します。

Hybrid AI routing: LOCAL Ollama + CLOUD GitHub Copilot

A self-referential knowledge system combining GEB, Chomsky, and Leibniz for structural AI