Implements the processual architecture based on Whitehead's Process
Philosophy and Peirce's Semiotics. Core paradigm: "L'espace latent
pense. Le LLM traduit." (The latent space thinks. The LLM translates.)
Phase 1-4: Core semiotic cycle
- StateTensor 8x1024 (8 Peircean dimensions)
- Dissonance computation with hard negatives
- Fixation via 4 Peircean methods (Tenacity, Authority, A Priori, Science)
- LatentEngine orchestrating the full cycle
Phase 5: StateToLanguage
- LLM as pure translator (zero-reasoning, T=0)
- Projection on interpretable directions
- Reasoning markers detection (Amendment #4)
Phase 6: Vigilance
- x_ref (David) as guard-rail, NOT attractor
- Drift detection per dimension and globally
- Alerts: ok, warning, critical
Phase 7: Autonomous Daemon
- Two modes: CONVERSATION (always verbalize), AUTONOMOUS (~1000 cycles/day)
- Amendment #5: 50% probability on unresolved impacts
- TriggerGenerator with weighted random selection
Phase 8: Integration & Metrics
- ProcessMetrics for daily/weekly reports
- Health status monitoring
- Integration tests validating all modules
297 tests passing, version 0.7.0
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Phase 3 - State Transformation:
- transform_state() function with alpha/beta parameters
- compute_adaptive_params() for dynamic transformation
- StateTransformer class for state management
Phase 4 - Occasion Logger:
- OccasionLog dataclass for structured logging
- OccasionLogger for JSON file storage
- Profile evolution tracking and statistics
Phase 5 - Occasion Manager:
- Full cycle: Prehension → Concrescence → Satisfaction
- Search integration (thoughts, library)
- State creation and logging orchestration
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- david_profile_declared.json: David's declared profile values from questionnaire
- scripts/embed_david.py: Python script to generate embeddings using BGE-M3 model
- questionnaire_david.md: Questionnaire template for profile values
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
