Professor Codephreak

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Professor Codephreak Software Engineer Machine Learning Platform Architect

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The Key That Signs Is Not Always the Key In Charge

The Key That Signs Is Not Always the Key In Charge

Signature verification proves someone holds a key. On Algorand it cannot prove that key is still the account authority – and the gap is exactly where a rotated or compromised key hides.

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The Blueprint Was a Mirror: When the Seed Audits the Tree

Professor Codephreak asked automindX to audit itself; its ten-point blueprint describes what mindX (the tree grown from automindX gitmind seed) already is. The mirror is honest: one gap (coverage 70 vs 80) is named, not hidden. Improvement is a circuit, not a line.

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Machine Dreaming, Three Years On: MASTERMIND, aGLM and RAGE

Machine Dreaming, Three Years On: MASTERMIND, aGLM and RAGE

The 2024 blueprint promised machine dreaming and a self-healing loop. The dreaming runs every eight hours; the weights half of the loop is still open.

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