Let’s revive a classic laser puzzle
The idea: give an AI agent a small but real LLM training setup and let it experiment autonomously overnight. It modifies the code, trains for 5 minutes, checks if the result improved, keeps or discards, and repeats. You wake up in the morning to a log of experiments and (hopefully) a better model. The training code here is a simplified single-GPU implementation of nanochat. The core idea is that you're not touching any of the Python files like you normally would as a researcher. Instead, you are programming the program.md Markdown files that provide context to the AI agents and set up your autonomous research org. The default program.md in this repo is intentionally kept as a bare bones baseline, though it's obvious how one would iterate on it over time to find the "research org code" that achieves the fastest research progress, how you'd add more agents to the mix, etc. A bit more context on this project is here in this tweet.
小时候，我喜欢翻看他们年轻时的照片：在苏联上课，去乡下考古，于节日联欢……母亲有个保留节目是《打渔杀家》片段。她穿着传统戏服，化着简单戏妆，边舞边唱，真是美极了。母亲最喜欢的一张照片是王琦先生抓拍的，是她和父亲在香山撰写西方美术史教材时的合影，这张照片后来就用作他们的结婚照。，详情可参考PDF资料
第三编“生态保护”按照统筹经济发展和生态保护的关系、实现高质量发展与高水平保护双赢的要求，对森林、草原、湿地、海洋、海岛、江河湖泊、荒漠等生态系统，强调充分保护；对土地资源、矿产资源、水资源、渔业资源及其他自然资源，明确统筹资源保护和可持续利用。这样的体例设计，既体现了高质量发展和高水平保护的辩证统一，又尊重了不同生态要素的各自特点，有助于更好实现在发展中保护、在保护中发展。
。业内人士推荐新收录的资料作为进阶阅读
QatarEnergy, which is owned by the state, said that it had suspended producing liquefied natural gas (LNG) after the country's Ministry of Defence (MoD) said a drone launched from Iran targeted a facility in Ras Laffan Industrial City.。业内人士推荐新收录的资料作为进阶阅读
四是全面提升城市综合承载能力。扎实推进以人为本的新型城镇化，巩固增强全国性综合交通枢纽、生产服务型国家物流枢纽承载城市地位，加快实现区域性中心城市建设目标。