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Show HN: Glyph a blockchain where the proof-of-work is neural network inference

Glyph is a novel blockchain where proof-of-work is neural network inference. Miners run a pinned open-weights transformer, compress attention distributions into a discrete fingerprint via glyph compression, and hash it against a difficulty target. It uses an integer-only inference engine for cross-hardware determinism and has been tested on multiple machines.

SourceHacker News AIAuthor: w4mwati
Show HN: Glyph a blockchain where the proof-of-work is neural network inference
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Key points

  • Proof-of-work is neural network inference, not traditional hashing.
  • Integer inference engine ensures bit-identical results across hardware.
  • Tested against 21 adversarial attacks and multiple hardware configurations.
  • Block reward 7 GLY, halving every 1.5M blocks, total supply ~20.91M GLY.

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