LLMs are useful. They make for a very productive flow when the person using them knows what correct looks like. An experienced database engineer using an LLM to scaffold a B-tree would have caught the is_ipk bug in code review because they know what a query plan should emit. An experienced ops engineer would never have accepted 82,000 lines instead of a cron job one-liner. The tool is at its best when the developer can define the acceptance criteria as specific, measurable conditions that help distinguish working from broken. Using the LLM to generate the solution in this case can be faster while also being correct. Without those criteria, you are not programming but merely generating tokens and hoping.
Google Podcasts。业内人士推荐新收录的资料作为进阶阅读
Anthropic vs. DoD with Spencer Ackerman, author of The Forever Wars – 30:34。新收录的资料对此有专业解读
进一步全面深化改革，在破除制约新质生产力发展的体制机制障碍上取得新成果，需要在关键环节持续发力，推动制度创新与科技创新同频共振。比如，进一步打破人才、数据、技术等创新要素流动的隐性壁垒，让资源配置更加高效顺畅；完善科研成果转化机制，从根本上破解科研人员“不敢转、不愿转、缺钱转”等现实难题；加快完善新领域的法律法规和监管体系，统筹好鼓励创新与规范发展，为新产业新业态营造更加包容、稳定、可预期的发展环境。说到底，就是让制度更好适应新技术、新产业的发展节奏，让创新活力充分涌流，为新质生产力成长打开更广阔空间。。业内人士推荐新收录的资料作为进阶阅读
圖像加註文字，在台北二二八和平紀念公園，牆上紀念事件中的死難者。1990年代台灣解嚴後，開始可以公開談論二二八，事件也首次出現在高中教科書。李登輝執政時期代表國家為二二八事件道歉，並推動官方調查，指定二二八為國家紀念日，加重教科書篇幅。