Unverified50% confidenceFactExact time
The Speculative Drafter in SMC is a smaller, faster model that predicts and pre-executes future action chains on isolated environment snapshots; in the experiments, Qwen3.5-4B was used.
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50%
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Long-term
Relevance
9/11/2026
First Seen
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Related Claims
UnverifiedThe Macro Library in SMC mines and stores repeatedly occurring multi-action skeletons from training trajectories, and at runtime matches and reuses them against action chains predicted by the drafter model.65% similarUnverifiedQwen, LLaMA, and ChatGLM are base models that can be used for fine-tuning.65% similarUnverifiedThe design of SMC is inspired by Speculative Decoding technology and elevates it from the token level to the action-chain level.65% similarUnverifiedSA (Speculative Action) only performs single-step speculation, whereas SMC achieves reuse of multi-step speculative execution through the Macro Library, thereby delivering additional gains beyond single-step speculation.64% similarUnverified2024年已有安全研究者证明可以在不显著影响模型正常性能的前提下，通过微调在模型中植入特定触发模式，即模型后门攻击或木马模型63% similar
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