The Deterministic Horizon: Impossibility Results as Design Specifications for Trustworthy AI Systems
New research formalizes fundamental computational limits as design specifications for trustworthy AI systems, proving that transformer architectures have a fixed accuracy ceiling—the Deterministic Horizon—determined sole…