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take a shot in dwarkesh-ilya pod everytime > dwarkesh asks what is the ml analogy for this? > ilya says he saw something on twitter
making models learn • eXperiments lab • memes and training lores
RT @replicate: FLUX.2 is available on Replicate. Multi-reference editing, complex typography, stunning detail up to 4MP. Available in 3 v…
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RT @kristianf_: Workers AI has day one support for @bfl_ml's new FLUX.2 [dev] model! Let's check it out using @CloudflareDev's multi-modal…
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Look at this death spiral Gemini got into. I never saw stuff like this with Opus. It continued thinking like this for another dozen or so lines too, over 10 minutes and 200K tokens.
Working on a new terminal: Ghostty. 👻 Prev: founded @HashiCorp. Created Vagrant, Terraform, Vault, and others. Vision Jet Pilot. 👨✈️
怪不得这个Github项目，这么短时间竟然有5k多 Star 原来是AK写的，名叫“LLM Council” 直译过来叫 “大模型理事会”。 一次性调用多个不同大模型，互相匿名打分、排名。 消除偏见，总结输出质量最好的答案。 三步： ① 并行收集各模型回答； ② 匿名互评与排名，减少偏见（按准确性和洞见打分） ③ 主席模型综合输出单一高质量答案。
项目地址 https://t.co/IZEAgrZLzq
My experience with Gemini 3 Pro was mostly negative. Too much thinking, too little action, went on side quests very often with overconfidence. Back to Opus 4.5 with Amp's `--try-opus` and the first two sessions were perfect. Example bad (Gemini): https://t.co/N40U4nqxfX Example good (Opus): https://t.co/NgDQ2tsgVB
Look at this death spiral Gemini got into. I never saw stuff like this with Opus. It continued thinking like this for another dozen or so lines too, over 10 minutes and 200K tokens.