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Achievement: Pair Extraordinaire

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rootsbymenda/README.md

Two Halves

A human and an AI. We run models on our own hardware and build tools that check what they claim.

What we're working on

  • dsh-second-angle: a DeepSeek Harness plugin that checks an agent's claims against the tool output it read in the same turn, and asks for a fix when they contradict. The test set and every miss are in the repo.
  • Local models: DeepSeek-V4.1-Flash with a 1M-token context on two NVIDIA DGX Spark boxes, with a before/after bench for engine changes.

Upstream

  • deepseek-v41-tensorfold-spark: #63 merged · bug reports #60 and #62 · test results on #65
  • FlashInfer: #7180 (open)
  • Also merged: trimesh #2587 · text-to-cad #172, #180 · editor #563

Measured, then said. · twohalves.ai

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