Firekeeper Core APK

FIRE KEEPER Core English** | ภาษาไทย FIRE KEEPER** is the governance and decision-intelligence layer of the **PUNN Predictive Cognitive Architecture (PCA)** — a structured AI decision-intelligence framework designed to improve reasoning validation, evidence traceability, uncertainty handling, and human oversight. **Core principle:** AI supports the decision. Humans retain decision authority. What is FIRE KEEPER? FIRE KEEPER is the implementation layer for the governance concepts defined by PUNN Predictive Cognitive Architecture. It is engineered to make AI-assisted reasoning **structured, inspectable, evidence-aware, and accountable** rather than treating a large language model's raw generation as an unquestioned conclusion. The repository contains the complete full-stack application: an interactive React workspace, an Express API runtime, governance state machines, cryptographic audit logging, mathematical confidence calibration, and comprehensive regression test suites. Executive Glossary (Simplified) To ensure clarity for non-technical stakeholders, we define our core concepts in plain language: **LLM (Large Language Model)**: The "language engine" that generates and understands text. **PCA (Cognitive Architecture)**: The structured "thinking process" the AI follows before it answers, ensuring logic and safety. **Evidence**: Verified facts or data from external sources used…