ArkEcho: A Deterministic, Auditable Safety Layer for AI (v15 live, v16.1 verified)
Opening Most alignment approaches—Constitutional AI, RLHF, red‑teaming—are probabilistic or post‑hoc. They steer models away from dangerous completions but rarely offer provable guarantees, and most are brittle in adversarial settings. ArkEcho takes a different approach: deterministic policy‑as‑code enforcement outside the model, with cryptographic audit trails and reversible state. In effect: corrigibility...
Nov 9, 20251