FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees
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Updated
Jun 9, 2026 - Python
FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees
Action guardrails for AI coding agents — native Claude Code enforcement, MCP integrations, and Git/CI checks.
UICP – Deterministic Constraint Enforcement Layer for AI. Built, tested, frozen. From hope to lock.
DRAS-5: Dynamic Risk Assessment State Machine with Exponential Decay De-escalation and Provable Safety Guarantees
CIGCS public proof corpus for constraint-bound representation, render admission, and deterministic render-boundary enforcement.
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