大模型是目前智能体大脑的最优选择，因为大模型的万亿参数压缩了人类积累的海量知识，拥有强大的模式识别和生成能力，是处理包括语言在内的多种非结构化数据的万能接口，拥有不错的泛化能力构成处理各类任务的基础。而以OpenAI o1/DeepSeek R1为代表的新一代推理模型为智能体的发展进一步助推：加强的推理能力带来更强的任务分解和规划，更好地自检和纠错，也令智能体对工具的使用可以更加准确。
icon-to-image is available open-source on GitHub. There were around 10 prompts total adding tweaks and polish, but through all of them Opus 4.5 never failed the assignment as written. Of course, generating icon images in Rust-with-Python-bindings is an order of magnitude faster than my old hacky method, and thanks to the better text rendering and supersampling it also looks much better than the Python equivalent.
，更多细节参见搜狗输入法2026
4th over: New Zealand 28-0 (Seifert 11, Allen 16) Dawson wheels away, Allen trots out of the crease and pulverises a full ball over the bowler’s head for SIX. “If it is up it is off” says Nasser Hussain on the Tv comms. Dawson recovers well though, singles the order of the rest of the over. Archer is coming back for a third on the bounce.
Жители Санкт-Петербурга устроили «крысогон»17:52