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Beyond Stochastic AI: The V3 Deterministic Superintelligence Framework via Formal Verification, Causal Invariants, and DO-178C DAL-A Compliance

ABSTRACT The current paradigm of artificial intelligence is dominated by stochastic models—large language models, neural networks, and reinforcement learning systems—that are powerful yet fundamentally unpredictable, susceptible to hallucinations, drift, and adversarial manipulation. Conventional safety mechanisms (RLH...