I'll admit this is a bit idealistic. The history of open formats is littered with standards that won on paper and lost in practice. Companies have strong incentives to make their context files just different enough that switching costs remain high. The fact that we already have CLAUDE.md and AGENTS.md and .cursorrules coexisting rather than one universal format, is evidence that fragmentation is the default, not the exception. And the ETH Zürich paper is a reminder that even when the format exists, writing good context files is harder than it sounds. Most people will write bad ones, and bad context files are apparently worse than none at all.
These conferences do not specifically interest me because of the content (though many of the subjects there make for great reads), but rather the format.。业内人士推荐新收录的资料作为进阶阅读
Making it readable and executable. Sweet.。新收录的资料是该领域的重要参考
To make this practical, I first define a calibrated rubric over the digits 0-9 (there’s only one token for each digit), where each digit corresponds to a clear qualitative description. At the scoring step, I capture the model’s next-token logits and retain only the logits corresponding to those valid digit tokens. This avoids contamination from unrelated continuations such as explanation text, punctuation, or alternate formatting. After renormalizing over the restricted digit set, I interpret the resulting probabilities as a categorical score distribution.，更多细节参见新收录的资料
谌贻琴指出，习近平总书记向广大妇女致以节日祝福和美好祝愿，充分彰显了大党大国领袖对妇女事业发展的高度重视和深切关怀。“十五五”时期，中国亿万妇女将勇担时代重任，书写昂扬奋进的巾帼华章，为强国建设、民族复兴伟业贡献智慧和力量。