Arron @Arronjs
Joined April 2024-
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Arron retweeted
I'm noticing that due to (I think?) a lot of benchmarkmaxxing on long horizon tasks, LLMs are becoming a little too agentic by default, a little beyond my average use case. For example in coding, the models now tend to reason for a fairly long time, they have an inclination to…
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Arron retweeted
After four overhauls and millions of real-world sessions, here are the lessons we learned about context engineering for AI agents: manus.im/blog/Context-E…
Arron retweeted
Code review is broken & needs major changes in the ai age - Github PR list doesn’t which PRs are actionable, waiting review, needs fixes etc. Graphite does a good job here - why are files changes alphabetical??? Use ai to sort by most important first! Plus group related…
Code review is broken & needs major changes in the ai age - Github PR list doesn’t which PRs are actionable, waiting review, needs fixes etc. Graphite does a good job here - why are files changes alphabetical??? Use ai to sort by most important first! Plus group related…
Arron retweeted
opus not being great at benchmarks (but having really good user testimonials) is further confirmation of the deep deep eval crisis we’re in you can max out any benchmark with enough RL, and that doesn’t translate into a good product. you can optimize for DAUs and glaze-hack it
Arron retweeted
We're missing (at least one) major paradigm for LLM learning. Not sure what to call it, possibly it has a name - system prompt learning? Pretraining is for knowledge. Finetuning (SL/RL) is for habitual behavior. Both of these involve a change in parameters but a lot of human…
Arron retweeted
Manus' UX/UI is just so freaking well done. Some really great touches: - Input text caches in browser, so that you never accidentally lose inputs - By default, no cluttering "use cases" laid out, but if you scroll down just a tad, it inertia-moves you to a clean library of…
Arron retweeted
how it feels to do anything with claude
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