Research-Stack/6-Documentation/docs/hutter_eigenmass_transfer_plan_2026-05-09.md
2026-05-11 22:08:10 -05:00

4.1 KiB

Hutter Eigenmass Transfer Plan

Status: TRANSFER_PROTOCOL_HOLD_HUTTER_CLAIM

Decision: ADMIT_TRANSFER_PROTOCOL_HOLD_HUTTER_CLAIM

This document ports the DESI/MaNGA multiscale eigenmass pattern into the Hutter compression lane as a tuning protocol. It is a method-transfer receipt, not a compression benchmark.

Claim boundary: no enwik9 run, no compression-gain claim, no Hutter Prize claim, and no FPGA/ASIC promotion is made here.

Imported Signal

DESI/MaNGA tracer cosine:       0.702922832
DESI/MaNGA sharpening factor:   1.784206501

Only the evidence-sharpening pattern transfers. Astronomy values do not become compression scores.

Hutter Feature Basis After Tuning

  • byte_offset_phase
  • symbol_class
  • local_context_hash_class
  • long_range_recurrence_distance
  • prediction_cache_hit
  • ram_trace_reuse
  • residual_entropy_proxy
  • oisc_instruction_density
  • ammr_receipt_depth
  • replay_delta_cost

Transfer Ladder

  • DESI literal row surface -> Hutter raw corpus windows; gate WINDOW_FIXTURE_ONLY_UNTIL_CANONICAL_ENWIK9
  • DESI joined gas/shock constrained cells -> Hutter byte-exact replay fixtures constrained by Rust OISC closure; gate LEAN_RUST_REPLAY_REQUIRED
  • DESI constraint sharpening factor -> Hutter compression candidate must sharpen prediction/replay axes without losing byte-exact closure; gate SHARPENING_WITH_EXACT_REPLAY_ONLY
  • DESI multiscale cosine alignment -> Hutter candidate feature direction must align across raw windows, token/logogram windows, and OISC replay receipts; gate MULTISCALE_ALIGNMENT_BEFORE_PROMOTION

JPEG XL Starfield First Sweep

Add a non-claim visual sidecar:

Hutter text fixture
  -> byte/window projection
  -> JPEG XL sidecar image
  -> pixel-density pattern collections
  -> eigenprobe over density groups
  -> "grouped stars" observation receipt

This is not a classifier and not a compression claim. It only asks whether a projected pixel-density field shows grouped starfield-like patches worth returning to the byte fixture for replay checks.

Allowed decisions:

OBSERVE_GROUPING
OBSERVE_NO_GROUPING
HOLD_PROJECTION_NOISE
QUARANTINE_MISSING_PROVENANCE

Receipt: shared-data/data/stack_solidification/hutter_jxl_starfield_eigenprobe_first_sweep_receipt.json

Minimum Receipt Shape

{
  "corpus_id": "canonical hash or fixture label",
  "window_id": "byte offset + length + hash",
  "baseline_sizes": "raw, zlib/lzma, current candidate if available",
  "candidate_features": [
    "byte_offset_phase",
    "symbol_class",
    "local_context_hash_class",
    "long_range_recurrence_distance",
    "prediction_cache_hit",
    "ram_trace_reuse",
    "residual_entropy_proxy",
    "oisc_instruction_density",
    "ammr_receipt_depth",
    "replay_delta_cost"
  ],
  "eigenmass": "dominant eigenvalue + explained share + feature vector",
  "replay": "input hash + output hash + instruction count + decision",
  "decision": "ADMIT_FIXTURE / HOLD / QUARANTINE"
}

Promotion Gates

  • canonical_enwik9_sha256_or_fixture_label_required
  • raw_baseline_required
  • candidate_wire_format_required
  • byte_exact_decompressor_receipt_required
  • negative_controls_required
  • eigenmass_sharpening_required
  • no_competitive_hutter_claim_without_full_prize_envelope

Holds

  • HOLD_CANONICAL_ENWIK9
  • HOLD_FULL_CORPUS_RUN
  • HOLD_COMPETITIVE_COMPRESSION_CLAIM
  • HOLD_PRODUCTION_DECOMPRESSOR
  • HOLD_FPGA_ASIC_PROMOTION

Receipt

plan hash: 85f1daf7bb2a7ae5236904937d77f10bcdda2d5b97b2acf25ee3ae763dfbe22e
  • Receipt: shared-data/data/stack_solidification/hutter_eigenmass_transfer_plan_receipt.json
  • Source multiscale receipt: shared-data/data/stellar_gas_observation/stellar_gas_multiscale_eigenmass_alignment_receipt.json
  • Data: shared-data/data/stack_solidification/hutter_eigenmass_transfer_plan.json
  • Tiddler: 6-Documentation/tiddlywiki-local/wiki/tiddlers/Hutter Eigenmass Transfer Plan.tid
  • JPEG XL first-sweep tiddler: 6-Documentation/tiddlywiki-local/wiki/tiddlers/Hutter JPEG XL Starfield Eigenprobe First Sweep.tid