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Ritual, Columbia University
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By strategically delaying tree expansion and dynamically selecting verification methods, OT-based speculative decoding can finally surpass Traversal Verification in throughput.
Verifiable LLM inference becomes practical: privacy-preserving techniques unlock verification at near-zero cost, outperforming ZKPs.
