QBI-Observer Lite+ is an open-source cognitive self-observation module derived from QBI-Core. It detects mental loops, internal questions, and metacognitive patterns. Not AGI. Not autonomous. It’s a transparent, ethical entry point into a new class of AI: Artificial Integrated Cognition (AIC).

Code and data for the article 'Cognitive Projection and Observer Entropy: A Minimal Model of Subjective Physics'.

Spiral model unifying universal evolution and observer-based information structures.

Superposition of Attempts — Hokorobi / NCM / Gap Engine / 試み