Ilya Sutskever – We're moving from the age of scaling to the age of research

Ilya Sutskever We re moving from the age of scaling to research https www youtube com DwarkeshPatel discuss SSI strategy problems with pre training how improve generalization AI models and ensure AGI goes well

Ilya & Dwarkesh Patel discuss SSI’s strategy, the problems with pre-training, how to improve the generalization of AI models, and how to ensure AGI goes well.

Published on 2025-11-26 , updated on 2026-03-06

Intrinsic Labs finds that GEPA+@DSPyOSS can help cut OCR error rates by upto 38% (91.5%->94.8%) on @getomni_ai OCR Benchmark, and also lifts model performance across different model classes (Gemini 2.5 Pro, 2.5 Flash, 2.0 Flash). Check out their full report in the thread! pic.twitter.com/R9dgINjPIO
— Lakshya A Agrawal (@LakshyAAAgrawal) October 11, 2025

CUDA course

split my 12 hr CUDA course into sections. We'll cover: 1) the deep learning ecosystem 2) cuda setup/installation 3) gentle intro to gpus 4) writing your first kernels 5) kernel and system level profiling, atomics, and the cuda programming model 6) how and when to use cublas/cudnn 7) optimizing matrix multiplication 8) comparing cuda to triton 9) pytorch extensions 10) implementing a MLP trainer in pytorch, then numpy, then naive C, then naive CUDA (mnist dataset)

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