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$ whoami

Ismail Likhon

Solo developer & independent AI researcher.

Dhaka · synvor.com


ships with

Rust TypeScript Python React Tauri


research

The Loop Must Be Closed: Self-Sustaining Machine Consciousness Through Workspace-Action Coupling A minimal artificial consciousness architecture — five layers, ~80K parameters, CPU-only. Recursive self-modeling that generates persistent error signals resisting convergence.

DOI PDF


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A quiet line of code in a loud universe.

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