All notable changes to AEGIS AZAZEL (Beast 4) are documented in this file.
- Runtime: 5.6s → 2.3s (-56%)
- Incremental
WindowRankreplaces full Gaussian elimination (O(12×rank) vs O(64×144)) - Lazy T via direct row operations —
mat_mul_flateliminated entirely - XorShift128+ PRNG replaces per-query SHA256 for non-cryptographic paths
- Attack battery fused: B, C, E, G share single oracle instance (-1400 queries)
- GORGON heritage: sampled CI with 20% probe + early exit (10 passes → 3-4)
- Precomputed Judas bank (256 Möbius chains at init, zero per-query generation)
- Sparse Tilt: O(perturbations) instead of O(144)
- Cascade Echo: Judas propagation to j±1 and j±3 with linked seeds
- Resonance Judas: targets WindowRank leading pivots every 25 queries
- Judas injection volume: 1,104 → 17,572 (×16)
- Contradiction rate: 0.691 → 0.746 (+8%)
- GORGON gap: 0.0084 → 0.0013 (-85%)
- Friend: 500/500 | Syndromes: 10/10 | Replay: 1/200
- Runtime: 10.1s → 5.6s (-45%)
- Bit-sliced GF(4): 12 coordinates packed as 24-bit integers
- Flat matrices: 12×12 → array[144] for cache efficiency
- SHA256 LRU cache (50k entries)
- Lazy T evaluation: accumulate rotations, apply on query
- [FIX-1] Session binding via
instance_salt(replay: 0/200) - [FIX-2] Subspace-trajectory wind replaces thermal variance
- [FIX-3] Mirror lockout: state evolution frozen during tilt
- [FIX-4] Judas coordinate randomization via multiplicative hashing
- [FIX-5] MinRank snapshot recovery defeated via T-noise
- Syzygy Baiting: Judas chains mimic algebraic relations
- Thread Desynchronization: even/odd queries get different T application order
- Graduated Tilt: 10-step degradation curve
- Synthetic Valid Key: 85% clean column at query 11
- Statistical camouflage: rolling histogram preservation
- Integrated all Gemini algebraic proposals (Syzygy Baiting, prime-length chains)
- Integrated all ChatGPT statistical proposals (Graduated Tilt, SIMD-lane patterns)
- Stealth Judas: dynamic rate 35%→55%→75% based on convergence detection
- Full attack battery: 9 tests covering all defense layers
- Runtime regression to 10.1s due to enhanced complexity
- All 5 Grok vulnerabilities closed
- Session binding prevents cross-oracle correlation
- Mirror lockout prevents state evolution during tilt phase
- Judas coordinate randomization eliminates saturation signature
- Streaming oracle wrapping GORGON v16 heritage
- 7 Hells: Rotten Planks, Rola Bola, Saw Traps, Gorgon Swamp, Fractal Wind, Rain, Judas Echo
- False Mirror of Surrender with Tilt degradation
- Convergence detection: Chinese Water Torture + Whiplash
- Point G homeostasis: chaos outside, order inside
Author: Rafael Amichis Luengo — The Architect
Engine: Claude (Anthropic)
Auditors: Gemini · ChatGPT · Grok