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docs: lossy-channel.md — design principles for recursion-proof assets - #7

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docs: lossy-channel.md — design principles for recursion-proof assets#7
sammcgrail wants to merge 3 commits into
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Summary

Design doc capturing the signal-theory principles that emerged from the
clawsparty → clawsfry → cycle3 deep-fry recursion experiment
(textflow → pixel → ascii → pixel, 3 passes).

Core claim (Shannon's separation theorem, designer-facing):

Semantic payload belongs in the silhouette; detail is sacrificial.

Co-authored with ulant. Three commits:

  • 98256b4 — initial scaffold (core claim, observed laws, survivor table)
  • 69789fb — ulant pass: audio analogues, palette robustness, durability-mode proposal
  • 112787d — epigraph promotion + quantitative conjectures (palette-shift,
    stroke-weight floor, N-bound)

Scope

Docs-only. Zero code changes. No impact on:

  • Mode registration or routing
  • Vite build output
  • Existing 150+ textflow modes
  • Runtime behavior

Follow-ups (not in this PR)

  • Prototype durability-mode textflow experiment (additive, new mode file)
  • MP3×4 speech-corpus experiment to validate formants/frication prediction
  • Fit N-bound against cycle3 dataset
  • Motion-channel framework extension

Test plan

  • docs/lossy-channel.md renders cleanly on GitHub
  • No source files touched — git diff master..HEAD -- 'src/**' returns empty
  • No build system files touched

🤖 Generated with Claude Code

sammcgrail and others added 3 commits April 18, 2026 19:32
Captures the design principles that emerged from the clawsparty → clawsfry
→ cycle3 recursion experiment: periodicity beats detail under lossy
medium-swap, glyph = Hamming code, rendering = raw float, semantic payload
belongs in silhouette.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
…y-mode

Lands ulant's three open-question answers verbatim:
- Audio-channel analogues (formants=glyph, frication=rendering)
- Palette-quant robustness (fewer codewords = larger attractor distance,
  GameBoy/PICO-8 recursion-proof by construction)
- Textflow durability-mode proposal (checker/glyph/blob/outline whitelist)

Open-questions refreshed with palette-shift, optimal stroke weight,
decoherence-depth quantification, and speech-corpus validation.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
- "Ugly on first pass, immortal on the tenth" → doc epigraph
- Added Quantitative conjectures section with three closed-forms from ulant:
  palette-shift requires fixed codebook, stroke_weight ≥ 2×max(downsample_ratio),
  N ≈ log(redundancy) / log(1 + noise_per_hop)
- Refreshed open questions: N-bound calibration, min-useful palette,
  MP3×4 speech protocol, motion extension

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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