Unverified50% confidenceFactExact time
State machine replication (SMR) is a core abstraction in distributed systems: multiple replicas start from the same initial state and execute the same deterministic command sequence, thereby keeping their states consistent.
1
Sources
50%
Confidence
Long-term
Relevance
10/22/2026
First Seen
Sources
Related Entities
Related Claims
Partially VerifiedA replicated state machine ensures that if state machines on multiple servers start with the same initial state and execute the same sequence of commands in the same order, they reach the same state70% similarUnverifiedThe copy-initial-state baseline can achieve a not-low score on cell-level accuracy when, after multi-step operations, the grid often changes only locally and its overall layout remains similar to the initial state.65% similarUnverified如果 ReplaySSM 的方法能够落地，状态存储的优化意味着同样的显存可以支撑更长的上下文或更大的批处理规模，且可直接集成到现有推理栈中，无需重新训练模型。64% similarUnverifiedA model's performance must clearly surpass the copy-initial-state baseline to prove that it is genuinely doing state inference rather than static copying.62% similarUnverifiedState space models (SSMs) such as the Mamba series follow the same recurrent paradigm: a fixed state cannot losslessly retain all historical details, and earlier information gets overwritten by subsequent updates.62% similar
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