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docs: GF-T technical whitepaper (spec-first ternary NN that trains on silicon) - #1866

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docs/GFT_WHITEPAPER.md: consolidated, honest technical whitepaper for the investor round. Thesis, GF-T format, 14 silicon-proven bitstreams (inference + training + edge loop), the two scaling results (~2x magsub optimization proven over 17.4M pairs; microsequencer = programmable ternary NN trainer at near-constant area), measured limits (openXC7 ~17M ceiling), open-source pipeline, competitive positioning. docs/NOW.md updated. Refs #1764

… silicon)

docs/GFT_WHITEPAPER.md: consolidated, honest technical whitepaper for the
investor round / due-diligence. Thesis, the GF-T format, 14 silicon-proven
bitstreams (inference + training + edge loop), the two scaling results (~2x
magsub optimization proven over 17.4M pairs; microsequencer full backprop at
near-constant area = a programmable ternary NN trainer), measured limits, the
open-source pipeline, and competitive positioning (all competitors
inference-only).

Refs #1764

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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PR Dashboard

Generated at: 2026-08-07 12:06:03 UTC

Summary

Status Count
Total Open PRs 12
PRs with Failing Checks 0
PRs with All Checks Green 12
READY 5
FAILING 0
PENDING 0

Seal Status

  • ⚠️ STALE -- sha256(compiler.rs)=4c1aaad5309a != manifest seal=87e5cbd3ad94.
    The committed NMSE numbers were certified against an older compiler.rs.
    Run scripts/reseal-check.sh locally for the two-step reseal command (advisory; not a merge gate).

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📓 NotebookLM Notebook linked to this PR

This notebook contains session context, decisions, and artifacts for this work.

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gHashTag merged commit b5d0287 into master Aug 7, 2026
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gHashTag deleted the docs/gft-whitepaper branch August 7, 2026 12:07
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