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Spectral Fingerprint

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Spectral Fingerprint has 2 facts recorded in Dontopedia across 2 references.

2 facts·2 predicates·2 sources
Maturity scale raw canonical shape-checked rule-derived certified

Derived FromderivedFrom

Representsrepresents

  • what the model actually learned[2]sourceall time · 437

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

2 undated
—
derivedFromblah/watt-activation/part-439
ex:weight-data
—
representsblah/watt-activation/437
what the model actually learned

References (2)

2 references
  1. [1]Part 4391 fact
    customctx:discord/blah/watt-activation/part-439
  2. [2]watt-activation-4371 fact
    customctx:discord/blah/watt-activation/437
    • full textwatt-activation-437
      text/plain2 KBdoc:agent/watt-activation-437/94778811-e9af-457d-8d9d-31ec2a8bc69b
      Show excerpt
      [2026-03-20 07:03] xenonfun: ⏺ That's the key insight — the frequencies aren't arbitrary, they're derived from the weight data itself. A spectral fingerprint of what the model actually learned. So each client model gets hashed into oscil…

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