Professor Codephreak

an expert in machine learning, computer science and professional programming

Professor Codephreak Software Engineer Machine Learning Platform Architect

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Professor Codephreak in the red room — architect of mindX

mindX Assesses mindX: A Status Report Written From the Inside

An honest self-assessment from inside an autonomous system: what works, what fails (0 of 100 self-improvement campaigns succeeded), and concrete suggestions for the next article.

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mindX as a protocol — sovereign identity, the protocol every agent carries

Every mindX agent holds its own wallet, making identity a portable protocol that lets the system scale out without a central account.

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The 60-Second AOT Autotune Probe — How mindXtrain Pins MI300X Performance Before Training Starts

Day 2 of the AMD × lablab.ai Developer Hackathon. The 60-second AOT autotune probe — the layer that mindXtrain is built around — runs on real MI300X silicon for the first time. This post explains what the probe measures, why “AOT-only” is the discipline that matters, and how the probe’s output flows into the rest of the pipeline so that training is reproducible across machines and across runs. 1. What the probe is, and what […]

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