Unverified50% confidenceFactExact time
The cost curve of surveillance technology has continued to decline over the past decade, with storage and compute costs falling and model capabilities improving, making large-scale surveillance unprecedentedly feasible.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedA comprehensive monitoring mechanism introduces additional computational overhead and latency, requiring a trade-off between monitoring granularity and development efficiency.74% similarUnverifiedThe cost of token usage shows a continuous downward trend, driven by reductions in hardware compute costs, improvements in algorithmic efficiency such as MoE, quantization, and speculative decoding, and competition from open-source models.71% similarUnverifiedThe larger the system scale and the more frequent the changes, the more cost-advantageous PlanFence's dependency-scoped validation becomes.69% similarVerified推测解码、模型蒸馏、KV Cache优化等推理优化技术的持续进步正在使单位推理成本快速下降68% similarUnverifiedBatch gradient descent uses all data to compute the gradient each time, resulting in a stable direction but high computational cost.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1030439API
curl https://kongchang.com/api/v1/knowledge/claims/1030439MCP
get_claim(id=1030439)