"All I know is that I know nothing" -- No LLM ever

I think that LLMs will be pocket calculators for mathematicians in 5 years (I am a mathematician) ⬇️ Last week OpenAI, and before that, Google DeepMind announced they have built AI systems capable of solving Mathematical problems from the International Mathematical Olympiad,

5-minute crash course on 𝗗𝗼𝗰𝗸𝗲𝗿 𝗖𝗼𝗺𝗽𝗼𝘀𝗲 🐙 for 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 ↓

Learning is not a linear function of time. Repeat. Fail. Repeat. Succeed. Enjoy the victory. Repeat. Fail. ... Do not give up.

Every task that is easy to verify, will be solved by AI in the next years There are lots of discussions about what LLM can and cannot do. And what LLM will and will never do. One thing that seems very clear to me is the following: > If the task you want your LLM system to

One skill every ML engineer has to master ↓ 𝗠𝗟 𝗦𝘆𝘀𝘁𝗲𝗺 𝗱𝗲𝘀𝗶𝗴𝗻 Yes. And do you know why? Because good ML system design has NOT changed at all in the last 5 years. And it won't. 𝗪𝗵𝘆 ❓ Because any ML system is (and will always be) made of 3 types of programs