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Insights, updates, and breakthroughs on our journey

Weightnoise
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Weightnoise

Visualize and remove noise from neural network weights. See exactly which weights carry signal vs noise, with per-layer spectral analysis.

weightnoise 2026-07-12T10:27:34Z
Turboquant Kv Cache
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Turboquant Kv Cache

TurboQuant: 3-bit KV cache compression for LLM inference (ICLR 2026)

turboquant-kv-cache 2026-07-05T18:52:47Z
Free Energy Compression
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Free Energy Compression

Free Energy Compression: Unified quantization + pruning via variational free energy

free-energy-compression 2026-06-17T08:02:31Z
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