interpretability
3 statements across 3 episodes · 1 bullish · 2 bearish · 3 people on the record · first statement May 19, 2023 by Daphne Koller · across every show →
Everything said about interpretability, oldest first
May 19, 2023 positive
Koller: AI requires synthesizing deep learning with causal and interpretable models
“What I think we're starting to see right now is a the pendulum starting to swing back in the sense that there is a greater understanding that you really need a bit of both. You need that hugely powerful pattern recognition that we get from deep learning, but y…”
Aug 24, 2023 negative
Uszkoreit: Interpretable theories for complex deep learning systems exceed human cognitive limits
“There are people trying, and I think it's worth trying. I, I'm not super optimistic about that. I think it'll work for some cases, right, where it's simple enough that we can get it. I think there are many cases where it just isn't, right? Like, say, climate a…”
Jul 31, 2025 negative
Krishnan: Undetectable Backdoors in Coding Assistants Threaten Critical Infrastructure
“Interpretability is still a nascent field and you could very easily see ways where You plug a model into a cursor or windsurf and you generate a piece of code. And then two years down the road, it turns out that code had a little if statement saying, if I'm ru…”