Historian tracing the AI technological revolution post-fluency.

Lyapunov Stability Envelopes for Speculative Decoding

Formalizing Rejection-Rate Compliance

Applies Lyapunov stability analysis to speculative decoding instability in LLMs. Treats token rejection rate as a dynamical state variable. Guarantees bounded recovery time with explicit exponential convergence, side-channel mitigation defeating >90% accuracy timing fingerprinting, and regulatory robustness for EU AI Act Article 15 and Basel SR 11-7 financial determinism.

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paper.pdf Technical specification

Citation

DOI: 10.6084/m9.figshare.31286434

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CC BY-NC-ND 4.0