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This paper analyzes lossy verification schemes in speculative decoding, categorizing them into truncation-based and collaborative verification, and identifies pitfalls and principles for maintaining generation quality.
An opinion piece that explores common misconceptions about formal verification and highlights its critical role in ensuring software and AI system reliability.