Liang_Wengfeng_interview_DeepSeek_LLM_
“What does it really mean to ‘maximize impact’?” he began. “When people speak in this way, it’s often nothing but a thin disguise for ego, for vanity. If you truly look within yourself, can you say for sure that what motivates you is not ego? It’s a question you must ask your own heart, and whatever you do, don’t try to lie to yourself.”
Kai-Fu Lee • AI Superpowers: China, Silicon Valley, and the New World Order
深夜Coding有感，前几年在腾讯、字节等大厂的时候，我三五天写的几个函数，现在用Claude可能十几分钟就写完了，质量还更好。
信息传递的过程是会失真的，100人的技术团队可能会因为沟通和交流问题降低很多效率，而小团队甚至是个人开发者，失真率很低，效率反而出奇的高，这种效率的提升甚至可能将原本需要三五个月的项目周期缩短到几天[捂脸]
有趣的是，其实AI加持下的前端工作反而比后端、数据分析还麻烦一点，用户交互、视觉设计、debug这方面都是LLM不擅长的
而曾经的researcher如果有一个idea，在初始阶段往往也是个人探索为主，验证可行性之后可能才会对外传播，因为哪怕是面对同门，也要防住不必要的麻烦发生，不要去考验人性。现在AI可以作为researcher的对话伙伴，帮助他们从一个小的... See more
Productive exploration requires the application of skilled personal judgment to chasing hunches and interesting problems without narrow material and objective constraints.
Palladium • Quit Your Job
A Survey on Large Language Model based Autonomous Agents
The paper surveys large language model-based autonomous agents, discussing their construction, applications across various domains, and evaluation strategies, while proposing a unified framework and identifying future research directions.
arxiv.orgExploratory and transformational creativity, on the other hand, often require deep familiarity with a conceptual space. Here, LLMs save time by acting as intelligent research assistants. Tools like OpenAI’s deep research can help you get a clearer sense of the landscape you’re working within, as well as a stronger foundation from which to push its ... See more