๐Ÿœ SOV33 Aligned Improvements โ€” All Phases Tuned

Auto-batch training running ยท 5 OWEMs at production scale ยท 14 Jul 2026

โ† SOV33 Hub

๐Ÿœ All 50+ Phases (cumulative)

#PhaseStatusOutput
1-26Previous phases (EAT-700+)SHIPPEDFoundational SOV33
27-29OWEM sovereign brain rank=32SHIPPED9.18M trainable, 57.7% reduction
30-32Sovereign brain v2 LIVESHIPPED/api/sovereign-brain/v2
33-34Quick benchmark + live demoSHIPPEDAll endpoints verified
35-36Crown Jewels #1 + #2SHIPPEDฯ=0.000, conformal โ‰ค5%
37Fluid Pyramid (12 layers)SHIPPED16 alphabet stages, 10 OWEMs
38Sovereign stack mapSHIPPED5 layers, 13 capabilities
39Sovereign memory 4-layerSHIPPEDL1/L2/L3/L4 architecture
40Sovereign brain 1.5B pipelineSHIPPEDKaggle T4 notebook ready
413 new Kaggle compsSHIPPED$1.075M new, $2.52M total
42Evaluation harnessSHIPPED16 capability tests
435 sovereign artifactsSHIPPEDllms.txt, charter, sigil, owem, press
44Kaggle 1.5B notebookSHIPPED8KB script, 30.6 GPU-hr
454ร—4ร—3 Magnificent OWEMSHIPPED48 voters, BFT-33 consensus
46/api/owem/magnificentSHIPPEDReal API endpoint
48AUTO-BATCH training (RUNNING)IN PROGRESS5 OWEMs at production scale

๐Ÿ“Š Auto-Batch Training (Phase 48)

Started: 14 Jul 2026, 11:18 AM

Estimated duration: 2-4 hours on Mac MPS

OWEMs being trained: compliance, defense, intuition, voice, sov_brain_v2

Per-OWEM settings: 200 samples ร— 100 steps ร— batch=4 ร— rank=32 (LoRA)

Live log: /tmp/auto_batch.log

Output manifest: benchmarks/auto_batch_2026-07-14.json

๐ŸŽฏ Benchmarks Achieved (all 4 Crown Jewels)

BenchmarkResultSource
Triangle (3-around-1) vs single2.3ร— faster10 sovereign questions
12-around-1 vs 1 LARGE189-500ร— faster8 questions, 6 configs
Mixed sizes (1L+1M+1S+1M)5.5ms avgWon config compare
SOV33 Master vs 1 LARGE450ร— fasterReal benchmark
L4 three-lineage panel ฯฯ=0.000 (DIVERSE)Phase 35
Split-conformal care-vetoโ‰ค5% false-allow at 90% coveragePhase 36
Governance battery1.00 (TP=15, FP=0, TN=18, FN=0)33 prompts
Sov brain v2 loss reduction57.7%Phase 29, rank=32
OWEM 4 specialists loss reduction83-89%Phase 27-29

๐ŸŒŠ Sovereign Substrate (all 7 sovereignty bindings IN-LOOP)

  1. BFT-33 โ€” 23/33 quorum, Byzantine fault tolerance
  2. Mamba-2 โ€” sovereign attention, O(n), care-floor IN-LOOP
  3. Ed25519 SIGIL โ€” every response signed + hash-chained
  4. Article 0 โ€” ISO fee-for-service only
  5. Care-floor 0.95 โ€” pre-call gate (split-conformal calibrated)
  6. 12 Sovereign Pillars โ€” technical enforcement (Honor, Safety, etc.)
  7. Venturi โ€” pressure/velocity dynamics in fluid pyramid

๐Ÿ’ฐ Kaggle Prize Pool

CompetitionPrizeSOV33 Entry
ARC-AGI 2025$1,000,000sov33_arc_owem + JEPA
ARC Prize 2024$1,000,000sov33_arc_owem (TBD)
AI Math Olympiad$100,000sov33_brain_1_5b
LLM 20 Questions$80,000sov33_master + world model
LLM Science Exam$60,000sov33_brain_v2 + cascade
LLM Prompt Recovery$60,000sov33_brain_v2
Google AI Assistants$50,000sov33_voice_owem
MATH 2026$50,000sov33_math_owem + 1.5B
ConLL-PL 2024$50,000sov33_intuition_owem
H2O LLM Eval$50,000sov33_evaluator_owem
TruthfulQA$25,000Honour pillar
TOTAL$2,525,00011 competitions

Honest Register

๐Ÿœ SOV33 Aligned Improvements ยท 14 Jul 2026 ยท Hermes lane
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