learntolearn

stay curious

[learntolearn @LearnToLearnD]

@lencx_ 能不能用点心，满怀期待，结果打开一看全是ai味

[learntolearn @LearnToLearnD]

I’ve stopped just “reading” research papers.
I give them to Codex to unpack the key ideas, trace the math, challenge assumptions, and turn methods into working code. Then we run experiments, debug failures, and iterate.
Paper → prototype → insight, in one loop.

[learntolearn @LearnToLearnD]

@alcreon @rileybrown Which tasks are you testing?

[learntolearn @LearnToLearnD]

@arkuy99 真能开200w rmb一年？

[learntolearn @LearnToLearnD]

@rasbt Hi @rasbt, the LLM Architecture Gallery keeps getting better — it's an incredibly valuable resource, thank you for maintaining it! 🙌

Out of curiosity, have you built any agentic workflows? Or is the whole process still mostly manual?

[learntolearn @LearnToLearnD]

@natolambert Thanks for your effort! I’m curious whether there are similar books in agentic RL.

[learntolearn @LearnToLearnD]

@mylifcc @shao__meng @grok trigger condition格式是什么样的，举个例子

[learntolearn @LearnToLearnD]

@dotey 这个图是用啥模型画出来的，很美观

[learntolearn @LearnToLearnD]

@cheng_gao_fa @techeconomyana 用来干些啥呢

[learntolearn @LearnToLearnD]

@howie_serious @grok 告诉我这是怎么实现的

[learntolearn @LearnToLearnD]

@techeconomyana @grok 帮我回顾一下【2015年一模一样的套路】并且总结其影响

[learntolearn @LearnToLearnD]

@GregKamradt @grok what does this mean?

[learntolearn @LearnToLearnD]

@TheSeaMouse This reminds me LayerDrop

[learntolearn @LearnToLearnD]

@omarsar0 Very cool!

[learntolearn @LearnToLearnD]

@svpino @coderabbitai What if we use two AI assistants to write code and review?

[learntolearn @LearnToLearnD]

@_lewtun Eval loss usually does not reflect the real performance. Should test on some benchmarks.

[learntolearn @LearnToLearnD]

@_akhaliq I don't know how does it differ from self-consistency.

[learntolearn @LearnToLearnD]

@teknium @bindureddy This is great! Can you share the link to the finetuning code?

[learntolearn @LearnToLearnD]

@natolambert We need an open-sourced and strong judge!

[learntolearn @LearnToLearnD]

@natolambert Cool