Intelligence per picojoule, with @itsclivetime and @dylan522p (0:00) Intro (1:22) What is codesign? (2:49) Codesign example: Swish vs ReLU (…

Intelligence per picojoule, with @itsclivetime and @dylan522p (0:00) Intro (1:22) What is codesign? (2:49) Codesign example: Swish vs ReLU (4:22) Are DeepSeek papers codesign? (6:45) Predicting where ML research will go (8:06) Should researchers hate your chips? (9:34) Can you codesign too much? (13:23) Picking the right grain size for specialization (16:22) How much hardware flexibility for The Age of Research? (20:05) Did reasoning and RL disrupt hardware roadmaps? (23:09) Cerebras/Groq: unexpected wins on reasoning and RL (25:34) Disaggregating MLP and attention (29:06) The right metrics for quantization and codesign papers Media

Source: Dylan Patel (X) | 2026-04-20