Unverified50% confidenceBenchmarkExact time
The maximum absolute improvement of CCPS over the baseline reaches 10.6 percentage points.
1
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50%
Confidence
Long-term
Relevance
9/14/2026
First Seen
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Related Claims
Unverified一个能力提升10%但速度翻倍的模型，实际生产力的增幅可能远不止10%56% similarVerifiedIn a 10-step engineering task where each step has a 90% success rate, the overall task completion rate is approximately 35%; if each step's success rate is raised to 99%, the overall success rate jumps to 90%.55% similarUnverifiedThis version improves inference speed by up to 10% in supported scenarios while also reducing VRAM usage.55% similarUnverifiedFor every 10% increase in the draft token acceptance rate of speculative decoding, overall throughput can improve by 15%–25%.55% similarUnverifiedIn the experiment, unit completion accuracy increased from 72.4% to 84.9%, a gain of 12.5 percentage points.55% similar
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