Unverified50% confidenceFactExact time
TomasuLLM's speedup ratio increases as tool latency grows.
1
Sources
50%
Confidence
Long-term
Relevance
10/1/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAgent latency and cost grow linearly or even super-linearly with the number of tool calls.68% similarUnverified自回归模型随序列长度增加，KV Cache占用线性增长，显存带宽成为制约速度的硬件瓶颈65% similarUnverifiedThe challenge facing meta-tools is the need to continuously keep pace with the update cadence of underlying tools; once mainstream tools iterate frequently or change their distribution methods, the cost of adaptation rises significantly.65% similarVerifiedThe KV cache VRAM usage of ultra-long context windows grows linearly with context length, causing inference latency and costs to rise significantly.64% similarUnverifiedThe core motivation behind the deceleration argument is that the rate of model capability growth is outpacing humans' ability to understand and constrain those capabilities.64% similar
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