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@rohanpaul_ai· @rohanpaul_ai · X·· 2026-08-21AI 评分43
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5× 上下文压缩对 GPT-5.5 的最终任务结果影响出乎意料地小。 压缩后的智能体在统计上与全上下文版本一样成功。 变化的是它达成目标的方式:它更依赖检索来重建被丢弃的信息。 – arxiv. org/abs/2608.16370 标题:"What Does Context Compression Cost an Agent? Interaction Costs Unrevealed by Task-Completion Metrics"

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5× context compression did surprisingly little to GPT-5.5’s final task result.

The compressed agent remained statistically as successful as the full-context version.

What changed was how it got there: it relied much more heavily on retrieval to reconstruct dropped information.

– arxiv. org/abs/2608.16370

Title: "What Does Context Compression Cost an Agent? Interaction Costs Unrevealed by Task-Completion Metrics"

来源:@rohanpaul_ai · x.com