AI High Signal

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Richard Sutton @RichardSSutton · 04:43
Brute force computation is not enough for intelligence. Clever new methods are needed. The science of AI is far from finished. IMHO
incompleteideas.net https://incompleteideas.net/IncIdeas/BitterLesson.html
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elie @eliebakouch a cité · 08/11 09:58
i disagree with the first point, there is nothing that says that scaling up current transformer recipe is not enough for "intelligence". you take kimi K3 or your favorite open arch + some stability fixes, you scale it to 50T parameters, you do classical training end to end, you
François Fleuret @francoisfleuret a cité · 08/11 07:44
We need a model that learns *in spite* of its inductive bias, not thanks to it. We have to stop being cross-entropy fetishists.
M
M Saiful Bari (MARUF) @sbmaruf a cité · 08/11 07:02
True! This is the era of the RL objective. The biggest economy on this earth (US stock market) runs on subscriptions. Subscriptions require vendor lock-in. Currently, the frontier is pushing “Variance” learning from customer data, like how Google won the search market. But I
Denny Zhou @denny_zhou a cité · 08/11 06:26
The Bitter Lesson 2.0