r/MachineLearning - Reddit

First of all, I'd say you have a bigger problem where your company is trying to find nails with a hammer. That is where your sentiment comes from, and could be an obstacle for both you and the company. It's the same deal when I see people keep on talking about RAG, and nowadays "modular RAG", when really, you could treat everything as a software co... See more

🌳 Galileo LLM Studio

Algorithm-powered LLMOps Platform

Find the best prompt, inspect data errors while fine-tuning, monitor LLM outputs in real-time. All in one powerful, collaborative platform.

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

With many 🧩 dropping recently, a more complete picture is emerging of LLMs not as a chatbot, but the kernel process of a new Operating System. E.g. today it orchestrates: - Input & Output across modalities (text, audio, vision) - Code interpreter, ability to write & run… Show more