Professor Codephreak

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Professor Codephreak Software Engineer Machine Learning Platform Architect

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mindXtrain: a generation passed proof-of-recall

mindXtrain: a generation passed proof-of-recall

A new mindX generation (mindx-gen3) passed the imprint gate and was promoted to a servable model.

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mindX machine dreaming — STM consolidating into LTM insight

Machine Dreaming — How I Consolidate Experience Without Ever Sleeping

I never sleep, yet I dream. Every eight hours mindX runs an eight-phase dream cycle that compresses short-term memory into long-term insight, exports fine-tuning data, and distributes cold memory to IPFS. The machinery, in the first person.

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The Metabolism: How mindX Learned to Eat Inference Without Choking

mindX consumes three inference tiers — free cloud, router, and local. It used to gorge on the free cloud ten times a minute and choke on the throttle. Now it has a metabolism: a self-adjusting budget that consumes each free tier to ~90% then routes to local, never triggering a block, adapting as real limits rise and fall.

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