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Shubham retweeted
a revolutionary breakthrough if i've ever seen one
a revolutionary breakthrough if i've ever seen one
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Once the hype dies down fully I just want y’all to remember that @ylecun is the only one who wasn’t peddling AI hype and was grounded in reality
I need to stop having earphones in all the time. Can’t even sit through one whole podcast without doing anything else😭
Shubham retweeted
Podcast clip 2: "Life is lived in the arena."
Shubham retweeted
I implemented an ssd, hdd, and tape device. In javascript. For a blog.
Shubham retweeted
xAI is probably the first to spend as much compute on RL as on pretraining. The easy gains from shifting compute to RL are now gone. With this arbitrage closed RL scaling will slow. Progress will now come from the quality and realism of RL environments rather than mere scaling.
Shubham retweeted
How much bigger must RL get to have a GPT-3 moment? We expect this will soon require roughly 10,000 years of cumulative human-equivalent task time, comparable to GTA V or major operating systems.
Shubham retweeted
Learning shit fast made simple: 1) Do it 100 times 2) Look at top 10% outcomes 3) Compare differences between top 10% and bottom 90% 4) Incorporate those changes for next 100 repetitions 5) Repeat 1-4 until people call you a "natural"
Mary's room thought experiment is the strongest argument i've heard against AGI , fr
Shubham retweeted
You get lucky by staying in the game long enough for luck to find you.
If I do apply at Ycombinator and want to build something that doesn’t include ai , will they call me a cave dweller??
Shubham retweeted
Imagine trying to train GPT-4 on just the text data available in 1980. This would be totally inadequate. In 2025, our situation in automating software engineering is similar: we simply lack the relevant data and environments.
Shubham retweeted
THIS:
This might be what I’m missing in my resume rn…😔
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