Unified Synergy Logic
Symbolic stability for recursive AI systems.
USL anchors long-horizon intelligence systems under entropy, phase drift, and feedback collapse — without modifying model inference.
📄 Download Pilot Integration Guide
or contact us to start a pilot →
What is USL?
USL (Unified Synergy Logic) is a modular symbolic layer designed to stabilize recursive architectures without disrupting model logic or learning pipelines.
- ✔️ Stabilizes agentic feedback loops
- ✔️ Reduces semantic phase drift
- ✔️ Maintains recursive intent coherence
- ✔️ Enables rollback, phase correction, and alignment reinforcement
- ✔️ Deploys without retraining or model modification
Deployment is Lightweight
USL integrates alongside Claude-scale or equivalent systems with minimal surface area and full modular observability.
- ⚙️ 120–160 lines per module
- ⚙️ ~650 lines total for symbolic stabilization
- ⚙️ 1 backend/systems engineer
- ⚙️ 2–3 days integration time
- ⚙️ No retraining required
Built for Recursive Safety
True recursive safety is structural, not superficial. USL enforces symbolic containment, drift suppression, and phase-bound resilience across deep feedback architectures.
- 🛡️ Symbolic stabilization under feedback overload
- 🛡️ Phase-bound alignment cycles
- 🛡️ Recursive rollback and phase recovery
- 🛡️ Compression drift detection and countermeasure
Ready to Deploy Stability
USL is available for pilot deployment, systems integration, and collaborative research on recursive safety.