Unverified50% confidenceFactExact time
学习曲线理论指出累积产量翻倍时生产成本通常按固定比例下降（典型值10%-30%）
1
Sources
50%
Confidence
Long-term
Relevance
7/11/2026
First Seen
Sources
The Real Bottleneck in Materials Innovation: Why Scaling Up Is Harder Than Discovery
hackernewshackernews7/10/2026
Related Claims
Unverified经济学家T.P. Wright于1936年提出学习曲线效应，即每当累计产量翻倍，生产成本下降约20-25%78% similarUnverifiedThe compute cost per unit of inference is declining at a rate of 40% to 60% per year.67% similarUnverifiedEach generation of advanced process technology typically reduces power consumption by 25–30% at the same performance level, or improves performance by 10–15% at the same power consumption.66% similarUnverifiedIndustry estimates suggest that the inference cost of mainstream frontier models is approximately several times to tens of times the training cost.63% similarUnverifiedThe usage percentage theoretically only increases and does not decrease until it resets to zero at the start of a new billing cycle.63% similar
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