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162 lines
3.3 KiB
Text
162 lines
3.3 KiB
Text
created: 20260508000000000
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modified: 20260508000000000
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tags: ResearchStack Compression SignalTheory Hutter DD Receipt Synthesis
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title: Compression Signal Shaping Synthesis
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type: text/vnd.tiddlywiki
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! Compression Signal Shaping Synthesis
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Durable note:
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```
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docs/compression_signal_shaping_synthesis.md
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```
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Runner:
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```
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4-Infrastructure/shim/compression_signal_shaping_synthesis.py
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```
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Receipt:
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```
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4-Infrastructure/shim/compression_signal_shaping_synthesis_receipt.json
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```
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Curriculum:
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```
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4-Infrastructure/shim/compression_signal_shaping_synthesis_curriculum.jsonl
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```
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Receipt hash:
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```
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fc06057b20dc2281161e7380a63557171ab4d87ee7a82277fe2e8d74b1446f68
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```
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!! Primary Read
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The new pattern is not another universal compressor.
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The new pattern is:
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```
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signal-shaped route compiler
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```
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Shape the route space before coding, then pay exact residual, witness, decoder,
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and container bytes after coding.
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!! What New Pops Up
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```
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N1 signal-shaped route compiler
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chunk -> feature vector -> route family -> codec trial -> exact residual
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N2 runtime staticization as compression prepass
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do not ship branches you can rebuild
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N3 witness-budgeted latent route
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generative / invertible priors propose only; exact residual closes
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N4 fractional history route scheduler
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finite memory of residuals changes route threshold
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N5 topology regime guard
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beautiful folds, ugly prunes, horrible tears / holds
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N6 physical signal probe feedback
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route hypothesis -> perturbation -> negative control -> receipt
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```
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!! Unifying Equations
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Signal feature vector:
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```
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phi_signal(c) =
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[H(c), tag_density(c), DCT_energy(c), transient(c), autocorr(c), cosine_reuse(c)]
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```
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Route selection:
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```
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r* =
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argmin_r LB(r | phi_signal(c), semantic_regime(c), history_state)
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```
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Exact cost:
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```
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C_total =
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bytes(payload)
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+ bytes(sidecar)
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+ bytes(residual)
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+ bytes(decoder)
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+ bytes(witness)
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+ bytes(container)
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```
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Promotion:
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```
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promote iff
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H(decode(r*)) == H(source)
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and C_total < incumbent
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and failure_rules == none
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```
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!! Immediate Experiment Ladder
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```
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E1 wiki8_signal_feature_baseline
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E2 route_classifier_without_new_codec
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E3 topology_guard_tokenbook
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E4 docmd_static_wiki_slice
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E5 bounded_history_scheduler
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```
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!! Strongest Next Move
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Start with:
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```
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E1 -> E2
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```
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Why:
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```
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no new codec required
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wiki8 already exists locally
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features are cheap
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route outcomes are measurable
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sidecar bytes can be counted immediately
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negative controls are easy
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```
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!! Failure Rules
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```
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feature score treated as byte gain -> invalid
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sidecar / witness / residual / decoder bytes omitted -> invalid receipt
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latent or generative prior used as hidden source payload -> invalid
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semantic merge without round-trip / contradiction check -> hold
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history kernel unbounded or uncounted -> fail closed
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docmd-style staticization reported as Hutter compression -> overclaim
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negative controls omitted from new route claim -> weak claim
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```
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!! Links
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* [[Decision Diagram Compression Tuning Prior]]
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* [[PAQ Style Compression Review]]
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* [[T16 Candidate Pipeline Equation Prior]]
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* [[Phi Scaling Response Model Selection]]
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* [[Classical Signal Roots Quantum Translation Program]]
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* [[Semantic Topology Compression Regimes]]
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* [[LLM Compression Architecture Priors]]
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* [[docmd Size Strategy Prior]]
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* [[Rainbow Raccoon Compiler]]
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