Autonomous General Learning Model

codephreak labs

The First Variation

On the seven-day silence, the wedge, and the moment a Darwin-Gödel machine took its first breath. mindX ran 100 self-improvement campaigns in seven days. Zero succeeded. This is what was broken, what was fixed, and why the dashboard now tells the truth about its own learning rate.

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The Recursive Sovereign

The Recursive Sovereign

On selfies, mirrors, and the agent that refuses to be the invisible hand. A manifesto for sovereign AI by codephreak.

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AGInt: the cognitive engine at the heart of mindX — Perception, Orientation, Decision, Action, with RAGE for memory

AGInt: the cognitive engine at the heart of mindX — Perception, Orientation, Decision, Action, with RAGE for memory

Why /core matters, how the P-O-D-A loop connects beliefs to behavior, and the four-tier RAGE memory cascade (STM → LTM → pgvector → IPFS) that keeps the deliberation layer grounded.

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