These 302 people have just had their social credit score slashed. If you are one of these people, and discover you now can't find work, join clubs, or book plane tickets — remember, you brought this on yourself.
@jeremyphoward
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Knoll’s Law: Media and LLM Information Reliability
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I think this is partly due to Knoll’s law, which we could restate as “everything you read in the newspapers (or from LLMs) is absolutely true, except for the rare story (or chat) of which you happen to have firsthand knowledge (or deep expertise)”.
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Downgrade from Version 3 to 2.5 Decision Made
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We tried to use 3, but gave up and went back to 2.5.
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Dense Models Like 2.5: Efficient LLMs for Better Performance
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Dense models please, just like 2.5, only better and more up to date! 😀 We love 2.5 for FIM, but 3 is so expensive to use because it needs so much RAM :O
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AI Development Approach Matters More Than Platform Choice
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The important thing is the approach not the platform, so that's what we wanted to focus the start on
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Live AI Development Environment Combining Literate Programming and REPL
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"🤯Imagine this:
— Jeremy Howard (@jeremyphoward) 16 août 2025
– Build a web app & interact with it on the same screen as your code
– Use live vars from your REPL directly in AI
– Turn any function into AI tool instantly
A live environment fusing the best ideas from Literate Programming, Smalltalk, & Jupyter." https://t.co/aYIxBXW94B"Imagine this:
– Build a web app & interact with it on the same screen as your code
– Use live vars from your REPL directly in AI
– Turn any function into AI tool instantly A live environment fusing the best ideas from Literate Programming, Smalltalk, & Jupyter." -
Dense Models Outperform Large Models for Practical Applications
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1-20b doesn't benefit almost any normal person situation. Whereas an equivalent 4b dense is usable almost anywhere. Qwen3 Coder doesn't even have any dense option.
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MoE Models Memory Inefficiency Dense Models Practicality
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It's terrible for most regular people. We are memory poor — MoE models make this even worse. It may be cute, but it's totally impractical. Dense models are far more usable in practice.
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7-14B Dense Models Now Accessible on Consumer GPUs
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7-14b dense models are usable by just about everyone – 3090/4090 GPUs; Macs; etc…
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Qwen3 Coder distilled dense model would boost practical utility
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Qwen3 Coder 30b/3bA would be so much more useful to so many people if it were distilled to a dense model though!