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Brandon Schneider
a83dd8fba6 docs: Update wiki with session 2026-05-07 master compression architecture synthesis 
Session summary:
1. Ingested Hippocampus Tabula Plena Combined Approach (Live Science 2024)
   - Hippocampus starts tabula plena (full slate) and prunes to sparse structured
   - Compression analogue: maximum math density = full slate, pruning = pipeline
   - 13 keeper phrases

2. Synthesized Master Synthesis (Complete Compression Architecture)
   - Combined 12 theoretical foundations into unified architecture
   - 14 encoding stages, 19 decode stages
   - Archive format MCA1 with 17 sections
   - Estimated 18-28% reduction vs current Hutter best
   - 18 keeper phrases

3. Evolved erans to Field Effect Spectrum
   - Extended erans to spectral decomposition of residual field
   - Spectral energy compaction: 90% energy in 10% coefficients = 10-20% gain
   - Updated estimated gain: 20-35% reduction
   - 6 spectral keeper phrases

4. Ran 12 Core Equations Analysis
   - 109/120 equation-theory matches (90.8% coverage)
   - 7 equations with full coverage, 5 with partial coverage
   - Theories highly interconnected
   - Analysis saved to core_equations_analysis.json

5. Compactified Core Equations (12 → 4 primitives, 67% reduction)
   - 4 primitives: field, shear, packet, spectral
   - Topological compactification: 10 theories = projections of 4D manifold
   - 67% reduction with 90.8% coverage maintained
   - 12 keeper phrases

Database: 13 research entries, 47 documents total.
5 commits this session.
 2026-05-08 14:50:02 -05:00
Allaun Silverfox
c6e2d33ef3 docs: add LLM refinement protocol 2026-05-07 08:21:35 -05:00
Brandon Schneider
c6921dbb89 ingest: erans enumerative rANS reference + AGENTS.md rules 1.10, 1.11 
erans (izabera): streamable single-pass rANS, enumerative coding bound.
NO LICENSE — algorithmic ideas captured as reference only, zero code copied.
5 key ideas: single-pass adaptive, enumerative bound, shrub DS,
streaming renorm, histogram rice coding.

AGENTS.md additions:
- 1.10: Never assume any instruction set (SIMD opportunistic, not structural)
- 1.11: Never incorporate unlicensed code (reference notes only, write from scratch)
 2026-05-07 02:18:29 -05:00
Brandon Schneider
7e3858d88d ingest: Hypercube → Hyper-Rhomboid composition theory 
Orthogonal tensor (hypercube) assumes independent axes.
Shear into parallelotope (hyper-rhomboid) models entangled dimensions.
The shear angle encodes correlation strength; the Gram matrix
of the shear IS the compression dictionary.

6 stack mappings:
- PIST n-D: Cartesian → Bundle → Radial = hypercube → rhomboid → collapsed
- Topological state machine: transition = shear on state tensor
- N-D Gene Hypothesis: gene = n-D rhomboid, 3D structure = projection shadow
- FAMM: preshaped delay = sheared time-domain rhomboid
- OAC: latent cavity in sheared rhomboid space
- Waveprobe: curvature = local shear angle of coordinate basis

3 compression interpretations + information gravity metric tensor
 2026-05-07 02:04:03 -05:00
Brandon Schneider
bc940273b8 wiki: add Q-Fox primary development machine specifications 
AMD Ryzen 5 9600X (6C/12T, AVX-512), 31GiB DDR5, 1.8TB NVMe,
Radeon iGPU, CachyOS 7.0.3. Mapped 8 capabilities to stack use.
 2026-05-07 00:54:47 -05:00
Brandon Schneider
cfcdd5e7e7 ingest: Observer-Admissible Cavities theory — radius-ratio → Pidgen-hole → S3C/Spherion → OAC 
6 key concepts formalized:
- Radius-ratio rule → admissible motif classifier (CN3-8 thresholds)
- Pidgen-hole theory → typed hole + residual codec
- S3C shell coordinates → n=k²+a with throat/mirror/mass
- Spherion shaping → pyramid protrusions/voids as compression teeth
- S_n(n^n) → Matryoshka shell with latent combinatorial interior
- Observer-Admissible Cavities → touch-manifesting lazy holes

7 cross-references to existing modules, 4 new primitives identified.
7 keeper phrases preserved.
 2026-05-07 00:47:10 -05:00
Brandon Schneider
5ad2e7f8bb ingest: dair-ai Agentic Engineering Wiki (51 tips, 7 categories) 
Cross-referenced against our prover orchestration layers:
- Plan-Execute-Verify-Replan ↔ L0-L3 pipeline
- Agents as specialists ↔ 11-agent swarm
- Guardrails ↔ ProverWatchdog
- Sandbox testing ↔ Virtual FPGA tests
- Trajectory-aware eval ↔ BFS audit trail

5 gaps identified, 4 strengths confirmed
 2026-05-07 00:27:02 -05:00
Brandon Schneider
af97d84573 ingest: MS myelin glucose signaling article (2026-05-04) 
Brain glucose levels regulate OPC fate: high glucose → proliferation,
low glucose → maturation. Acetyl-CoA from glucose drives histone
acetylation for OPC division; ketone bodies substitute for myelin
synthesis. Ketogenic diet rescues myelin in ACLY-deficient mice.

Connects to: N-Dimensional Gene Hypothesis, PIST polymorphic shifter,
topological state machine, FAMM delay lines, waveprobe manifolds
 2026-05-06 23:53:20 -05:00
Brandon Schneider
0cf775c80e collapse: prover orchestration layers, FAMM verilator harness, swarm topological prober, spec sheets, virtual FPGA system tests, merge conflict resolution 
- Prover-Integrated Orchestration Layers (L0-L3): Goedel-Prover-V2 watchdog, BFS-Prover-V2 swarm consensus, bf4prover topology adaptation
- FAMM Verilator benchmark: uniform vs preshaped delay comparison (4.4x speedup)
- Swarm topological device prober: 11 agents probing traces, caps, delays, errors, vias, PDN
- Spec sheet puller: 10 components with key params and topological relevance
- Virtual FPGA system tests: 6/6 passed, 134K ops/s throughput
- Fixed merge conflicts in AI-Newton test_experiment.ipynb
 2026-05-06 23:42:01 -05:00
Brandon Schneider
0709b298b3 Consolidate research stack updates 2026-05-05 21:09:48 -05:00
Allaun Silverfox
0c1008b7f5 Add plant-stress ultrasound to BioPhonon translation equations 2026-05-05 12:37:39 -05:00
Allaun Silverfox
ba20a3cf18 Add q-desic wormhole throat equation update 2026-05-05 08:39:39 -05:00
Brandon Schneider
920f02a024 Add ENE research topic candidates, compression-core, notion-native-tauri, linear-native-tauri 2026-05-04 19:08:20 -05:00
Brandon Schneider
5f88abf618 initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00