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🗓️ This Week In AI Research (1-8 July 26)
1. Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training
Existing RL training approaches update all model parameters uniformly, assuming that every layer contributes equally to the gains obtaine...
Join me as I go live tomorrow to discuss how to keep up with ML research
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Keeping up with ML research is hard these days, given the mammoth number of papers published every single day.
This Saturday (July 11, 2026), I’m going live with Karun Thankachan, a brilliant Senior Data Scientist at Walm...
I'm opening a few consulting slots
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I’m offering a handful of consulting slots for this quarter to help solve your problems.
This is for you if:
- You want to launch an AI product or feature at your company, but you don’t know where to start or how to ma...
Arithmetic Intensity, Simply Explained
A no-jargon breakdown of Arithmetic Intensity and the Roofline model, and how they are used to optimize LLM inference.
Arithmetic Intensity is a concept that will instantly help you understand what the performance bottlenecks in LLM traini...
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Nearly every company sets aside a learning & development budget for books, courses, conferences, and technical subscriptions, and every year a large chunk of it goes unspent.
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