I'm starting to do some of this too. I have a script that packages all of the files of my project (which isn't a giant repo and fits just fine) uses `files-to-prompt`, then I start new conversation, copy paste, and ask a question at the end, and manually select appropriate model.
@karpathy
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LLMs Becoming Too Agentic By Default
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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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Value Creation in AI: The Awareness and Recognition Gap
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100%, it's very interesting to me when a lot value is created but the awareness/esteem of it, the story of it, or the people involved is next to zero. It's not fully true but it's sufficiently true.
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Humanity’s Future: Redirecting AI Payouts to Critical Challenges
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Shower of thoughts: Instead of keeping your Twitter/𝕏 payout, direct it towards a "PayoutChallenge" of your choosing – anything you want more of in the world! Here is mine for this round, combining my last 3 payouts of $5478.51: It is imperative that humanity not fall while AI
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Clean Repository with Triton Kernels and Optimized Implementations
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love the repo! clean code, good practices but still not overly over-engineered, triton kernels, well documented, simple reference implementations alongside optimized code. nice
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2025 Trend: Everyone Releasing Their Own Code Tools
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2024: everyone releasing their own Chat
2025: everyone releasing their own Code -
Code Review and Implementation Fix Strategy
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So true!
Let me look at your implementation of GiantClass
[read 100 lines]
Perfect! I see the core issue now. Let me now take the next 3 minutes to re-write the entire file from scratch with this totally not hallucinated fix… -
Why Is Chess Engine App Size So Large Neural Networks
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How could chess engine be that giant? Very large local neural nets? Electron shennanigans? Too highres assets? What do you think @chesscom ? :p. Fwiw I couldn’t find other chess apps that were dramatically smaller so I ended up playing a bit just on the website.
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2MB Chess App Shows Efficient Software Design Innovation
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Very interesting. Love that it’s 2MB – I tried to download a chess app yesterday and it was 400MB.
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Hallucinations in RNNs: Unreasonable Effectiveness Revisited
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I believe this is true, I used the word in my “Unreasonable Effectiveness of RNNs” post from 2015, and as far as I can remember I also hallucinated it.