allaun/Research-Stack
1
0
Fork 0
mirror of https://github.com/allaunthefox/Research-Stack.git synced 2026-07-31 03:05:21 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions
Research-Stack/docs
History
Allaun Silverfox dfc6bf5207 feat(petascale): State compression at PB scale via DNA + eigenanalysis 
The user's core vision: problems too large for any VRAM can be
computed by encoding state as DNA, compressing repeated bases,
and eigenvalue-analyzing WITHOUT decompressing.

Pipeline:
  Petabyte state → spectral projection → 50-bit Hachimoji address
  → DNA sequence → compression (RLE+BWT+MTF+arithmetic)
  → ~KB per checkpoint (10^12× compression)
  → Eigenvalue analysis from compressed form (converged? stuck? exploding?)
  → Resume from checkpoint if needed

LLM split-brain application:
  - KV cache (30GB) → spectral encode → JXL image → ~10KB
  - No token burning to re-read context
  - Load JXL → DNA → spectral → resume generation
  - Eigenvalues tell you coherence preserved

Why self-replication was proved first:
  - Injectivity → compression is reversible (lossless)
  - Determinism → same checkpoint → same resume
  - The 4 proof properties ARE the requirements for state compression

Compression chain:
  PB → GB (spectral truncation)
  → MB (Hachimoji DNA encode)
  → KB (RLE+BWT+MTF)
  → bytes (as JXL image)

Eigenvalue analysis WITHOUT decompressing:
  - Base frequencies → entropy → complexity score
  - Pair correlations → Markov transition matrix
  - Spectral radius ρ: <1 converged, ≈1 oscillating, >1 divergent
  - λ_1/λ_0 ratio: <0.01 = done

Refs: PROOF_SELFSIGHT.md (why injectivity matters),
vertex_braid.wgsl (spectral basis), quine.py (DNA encode/decode)
2026-06-23 01:52:02 -05:00
..
architecture Add Rainbow Raccoon / FAMM / NUVMAP architecture manual 2026-05-20 23:01:41 -05:00
assets/css fix(docs): full soft color override — entire page #f5f0eb 2026-05-30 21:07:18 -05:00
concepts Add gamma radix metaprobe concept 2026-05-19 13:57:51 -05:00
famm initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
research Add guide for OpenAI unit-distance disproof as FAMM solve pattern 2026-05-20 23:01:41 -05:00
roadmaps Consolidate research stack updates 2026-05-05 21:09:48 -05:00
speculative-materials initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
_config.yml docs: soft theme for GitHub Pages — Cayman + muted palette 2026-05-30 20:57:50 -05:00
COEVOLUTION_MODEL.md feat(coevolution): FAMM + Resumable DAG + DNA sort co-evolution 2026-06-23 00:58:30 -05:00
compression_signal_shaping_synthesis.md Add RRC projection receipts and roadmap mirrors 2026-05-08 14:50:03 -05:00
EFFICIENCY_IS_NOT_THE_POINT.md docs: Efficiency Is Not the Point (Thor's Balls Clause) 2026-06-23 01:40:33 -05:00
FAMM_BAKER_ANALOGUE.md feat(famm): Baker-analogue theorem as co-evolution guarantee 2026-06-23 01:00:25 -05:00
FBTTY_UNIVERSAL_ENCODER.md feat(fbdev): Universal encoder — matrix math = pixels = any framebuffer 2026-06-23 01:34:56 -05:00
FORCE_RESPONSE_SYNTHESIS.md feat(force-response): Full synthesis — GPU negotiation via FAMM + DAG 2026-06-23 01:46:48 -05:00
math-first-tooling.md fix: regression test now actually exercises --staged in temp repo 2026-05-12 04:51:57 +00:00
optional-science-toolbelt.md Harden optional science toolbelt probe 2026-05-12 05:12:46 -05:00
PETASCALE_COMPRESSION_STATE.md feat(petascale): State compression at PB scale via DNA + eigenanalysis 2026-06-23 01:52:02 -05:00
PROOF_SELFSIGHT.md theorem(proof): SelfSight — self-replication achieved and proven 2026-06-23 01:16:32 -05:00
rainbow_raccoon_compiler_integration.md Add RRC projection receipts and roadmap mirrors 2026-05-08 14:50:03 -05:00
README.md Consolidate research stack updates 2026-05-05 21:09:48 -05:00
rrc_equation_classification.md Add RRC projection receipts and roadmap mirrors 2026-05-08 14:50:03 -05:00
rrc_logogram_projection_bridge.md Add RRC projection receipts and roadmap mirrors 2026-05-08 14:50:03 -05:00
rrc_logogram_projection_formalism.md Add RRC projection receipts and roadmap mirrors 2026-05-08 14:50:03 -05:00
S7_SPECTRAL_BASIS.md feat(spectral): S^7 spectral basis from Reddit clue + CITATION.cff update 2026-06-23 01:29:24 -05:00
STATE_SPACE_EMBEDDING.md feat(geometry): State space embedding — where the program lives 2026-06-23 01:22:18 -05:00
transfold_couch_data_magnetic_domain_comparison.md Add RRC projection receipts and roadmap mirrors 2026-05-08 14:50:03 -05:00
transfold_enwiki8_magnetic_domain_generator.md Add RRC projection receipts and roadmap mirrors 2026-05-08 14:50:03 -05:00
WEBGPU_PIXEL_ENCODER.md feat(webgpu): Document pixel encoder — GPU-as-information-substrate 2026-06-23 01:32:27 -05:00
WEIRD_MACHINE_SPEC.md feat(quine): Weird Machine spec — self-replicating FAMM/DNA engine 2026-06-23 01:05:57 -05:00
WIKI.md docs: hyperlink 50x claim to VCN Pipeline compression table 2026-05-30 20:55:06 -05:00

README.md

NOTE: This directory is a legacy alias. The authoritative documentation tree is 6-Documentation/docs/. See ARCHITECTURE.md for the full doc map.

Files here are retained as stable references. New documentation should be added to 6-Documentation/docs/.