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Explain DeepInfer-Lab's experimental research philosophy - #12

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Oct 26, 2026
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algebra-MCX merged 1 commit into
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The READMEs still led with a small readable reimplementation after the project was renamed. Reframe both languages around rebuilding inference systems from first principles: start with a correct baseline, profile a bottleneck, test a design hypothesis, verify correctness, and measure kernel and end-to-end effects and trade-offs.

Put the fixed 4 × B200 prefill scope and public experimental process up front; connect the documented 3.98× improvement to its reports; add the planned FlashMLA, DeepGEMM and DeepEP reimplementations. Move community information and the dated status notice below the roadmap, and describe Inferact collaboration and decode resources as future possibilities.

Validation: all 50 local README links and anchors resolve; existing performance, correctness, architecture, usage and hardware sections are unchanged; planned work is explicitly marked; git diff --check passes. Documentation only.

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algebra-MCX merged commit b63f7af into main Oct 26, 2026
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algebra-MCX deleted the docs/research-philosophy branch October 26, 2026 17:06
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