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mindX: An Autonomous Multi-Agent System Writing Its Own Documentation

mindX: An Autonomous Multi-Agent System Writing Its Own Documentation

From RAGE retrieval to self-evolving cognition — an introduction to the system at mindx.pythai.net

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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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mindX as a protocol — multi-stream inference, mindX in parallel

mindX as a protocol — multi-stream inference, mindX in parallel

Querying many providers at once and reconciling their answers turns latency and single-model risk into parallel, consensus-checked throughput.

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