deep learning models

2 statements across 2 episodes · 0 bullish · 0 bearish · 2 people on the record · first statement Feb 20, 2020 by Michael James · across every show →

Everything said about deep learning models, oldest first

Feb 20, 2020
Insight
James: Deep learning models rely on data flow, not instruction-driven loops
“The models we're producing don't work based on instructions. It, it's not a central operator that says do this, do that. Instead it's the data that flows over our model and a simple feedback equation that tells that data how to manipulate and transform the mod…”
Michael James Feb 20, 2020 ▶ 6:25 Designing an AI Supercomputer // Michael James, Cerebras (FirstMark's Data Driven NYC)
Jan 15, 2026 neutral
Insight
Izmailov: Neural network operations may not be explainable in human terms
“We want to understand it at a lower level, and it is very possible that that's just not fully possible. Like, it is some computational process that leads to some results. It doesn't have to be the case that you can Kind of describe it in human terms and kind o…”
Pavel Izmailov Jan 15, 2026 ▶ 24:22 The Evaluators Are Being Evaluated — Pavel Izmailov (Anthropic/NYU)
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