Surprisingly, as a smaller model it performed better than Gemini 3 Pro. It found some valid assignments for SAT formulas, but has the same issue of making up assignments for UNSAT formulas.
In November, just a few days before Thanksgiving, Anthropic released Claude Opus 4.5 and naturally my coworkers were curious if it was a significant improvement over Sonnet 4.5. It was very suspicious that Anthropic released Opus 4.5 right before a major holiday since companies typically do that in order to bury underwhelming announcements as your prospective users will be too busy gathering with family and friends to notice. Fortunately, I had no friends and no family in San Francisco so I had plenty of bandwidth to test the new Opus.
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“我忏悔，我自放假回家以来就没打开过书包”“我忏悔，连续三天吃螺蛳粉熏哭室友”“我忏悔，绩点崩盘、实习被拒”……一段段匿名文字，刷屏式的情绪共鸣，深夜里的真诚袒露，让“赛博忏悔室”成为数字时代一个隐秘而柔软的精神角落。
第一百一十三条 治安案件调查结束后，公安机关应当根据不同情况，分别作出以下处理：
It's a technology stack, not a fixed policyThe system's design also pushes toward shorter‑lived attestations: issuers are encouraged to issue credentials valid for days or weeks, not years, and to rely on trust registries that can flag revoked credentials even if the issuer and holder are no longer in direct contact. That combination of rolling credentials and registry‑backed revocation gives the community more levers to respond when a contributor turns out not to be who they claimed to be or when a real developer's device or keys are compromised.