Hopefully no more MoE Llamas…
@jeremyphoward
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CodeGemma FIM Support Expected in Upcoming Release
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I *really* hope a new CodeGemma with FIM support is one of the things in the oven! 😀
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GPT-4.1 outperforms GPT-5 on code completion speed
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One simple thing to try – use GPT-4.1 as a basic code completion model; you'll see it's really fast and accurate. Try to get any size GPT-5 with any amount of reasoning to match it. In my testing, GPT-5 was ~5x slower at the point it matched performance.
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GPT-4.1 and Sonnet 4 Adoption for Development Work
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Thanks Ted! Tbh we've got back to using GPT-4.1 for our coding quick fixes, and Sonnet 4 / Opus 4.1 for our main work. So we won't have too much feedback until GPT-5 has improved enough for us to give it another try. Definitely barracking for you guys to succeed!
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Success Metrics and Real-World AI Impact Assessment Challenges
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Yeah – I guess some combination of the 50% success rate requirement, plus the overly-neat task definitions, plus the lack of utility of the "time horizon" approach more generally, might be responsible for the divergence between real world impact flattening, vs this chart.
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19-Year-Old Developer Ages Rapidly Writing HTMX Code
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He's 19. Writing HTMX really aged him, don't you think?
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Deep Research Advancement: Limited Impact on Scientific Contributions
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Deep Research was a significant advance. That's been a big win for me. None of our team has seen a significant impact on our ability to make useful scientific contributions that's significantly greater than Sonnet 3.5.
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Math Mastery Alone Doesn’t Mean We’ve Achieved AGI
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Just like getting really good at chess didn't mean we had AGI, so it is with getting really good at math competition problems.
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Math Focus in AI Research May Be Overemphasized in Practice
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I think the problem is that a lot of research activity and marketing has been over-focused on math, which isn't as significant in practice as a lot of folks seem to assume.
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AI Tool for Tweet Lookup and General Tasks
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It's fine . I use it sometimes for looking up tweets and stuff. It's not the best at anything it does, but it's not terribly far away.