AIBullisharXiv – CS AI · 6h ago7/10
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The 4/$\delta$ Bound: Designing Predictable LLM-Verifier Systems for Formal Method Guarantee
Researchers have developed the first formal convergence theorem for LLM-Verifier systems, proving that multi-stage software verification pipelines will reach completion with guaranteed termination. The 4/δ bound provides a precise latency prediction model validated across 90,000+ empirical trials, replacing heuristic approaches with mathematically rigorous resource planning for safety-critical applications.