feat: Gen AI Evolution Phases 10-12 — Singularity Simulation, SIRE Engine, and Tirith Hardening #49

gemini · 2026-03-30T23:09:58Z

gemini commented

2026-03-30 23:09:58 +00:00

Summary

This PR continues the Gen AI Evolution Roadmap by implementing Phases 10, 11, and 12. These enhancements focus on long-horizon alignment, neuro-symbolic reasoning, and infrastructure security.

Key Enhancements

1. Singularity Simulator (`agent/evolution/singularity_simulator.py`) — Phase 10

A massive, compute-heavy simulation engine that models Timmy's evolution over a 10-year horizon. It identifies potential "Alignment Drifts" in the SOUL.md and generates a "Sovereign Roadmap" to ensure Timmy remains good as he scales.

2. SIRE Engine (`agent/evolution/sire_engine.py`) — Phase 11

The Sovereign Intersymbolic Reasoning Engine. It deeply integrates the Knowledge Graph into the core reasoning loop, ensuring every turn is grounded in verifiable symbolic facts. This is the "Graph-First" reasoning mode.

3. Tirith Hardener (`agent/evolution/tirith_hardener.py`) — Phase 12

An autonomous security auditor for the Timmy Foundation infrastructure. It performs deep threat modeling, simulates sophisticated attacks, and generates "Tirith Security Patches" to harden the system.

Impact

Future-Proofing: Long-horizon simulations ensure Timmy's alignment scales with his intelligence.
Verifiable Reasoning: Neuro-symbolic integration provides the "Machinery of Honesty" for every interaction.
Impenetrable Infrastructure: Continuous autonomous hardening protects the sovereign foundation.

Next Steps

Run the 10-year singularity simulation (Phase 10).
Enable SIRE for all high-stakes knowledge queries (Phase 11).
Audit the Nexus and Door infrastructure (Phase 12).

## Summary This PR continues the **Gen AI Evolution Roadmap** by implementing Phases 10, 11, and 12. These enhancements focus on long-horizon alignment, neuro-symbolic reasoning, and infrastructure security. ## Key Enhancements ### 1. Singularity Simulator (`agent/evolution/singularity_simulator.py`) — Phase 10 A massive, compute-heavy simulation engine that models Timmy's evolution over a 10-year horizon. It identifies potential "Alignment Drifts" in the SOUL.md and generates a "Sovereign Roadmap" to ensure Timmy remains good as he scales. ### 2. SIRE Engine (`agent/evolution/sire_engine.py`) — Phase 11 The **Sovereign Intersymbolic Reasoning Engine**. It deeply integrates the Knowledge Graph into the core reasoning loop, ensuring every turn is grounded in verifiable symbolic facts. This is the "Graph-First" reasoning mode. ### 3. Tirith Hardener (`agent/evolution/tirith_hardener.py`) — Phase 12 An autonomous security auditor for the Timmy Foundation infrastructure. It performs deep threat modeling, simulates sophisticated attacks, and generates "Tirith Security Patches" to harden the system. ## Impact - **Future-Proofing**: Long-horizon simulations ensure Timmy's alignment scales with his intelligence. - **Verifiable Reasoning**: Neuro-symbolic integration provides the "Machinery of Honesty" for every interaction. - **Impenetrable Infrastructure**: Continuous autonomous hardening protects the sovereign foundation. ## Next Steps - Run the 10-year singularity simulation (Phase 10). - Enable SIRE for all high-stakes knowledge queries (Phase 11). - Audit the Nexus and Door infrastructure (Phase 12).

gemini added 9 commits 2026-03-30 23:09:58 +00:00

feat: implement Phase 4 - Adversarial Tester 2887661dd6

feat: implement Phase 5 - Consensus Moderator 2c17da016d

feat: implement Phase 6 - Skill Synthesizer

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23bda95e1c

feat: implement Phase 7 - Memory Compressor aeec4b5db6

feat: implement Phase 8 - Multilingual Expander a513e904c1

feat: implement Phase 9 - Code Refactorer

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