“Whereas like with vision, at least you can like make a robot that just like travels down the street and like just keeps taking pictures of everything. You can get like infinite training data with vision, but it might be trickier to like sort of filter and clean internet data, especially as like more synthetic data ends up on the internet.”
quote is from the automated transcript, cleaned for reading:
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More from Suhail Doshi
Insight
Doshi: Curated data in fine-tuning matters more than vision algorithmic tricks
“I think there are all these, there are like lots of tricks that sometimes get you like 10, 20, sometimes two X improvements. But I think the number one trick is like really just like that last phase of You know, a supervised fine tune where you're finding like…”
Suhail DoshiApr 18, 2024▶ 9:13No Priors Ep. 60 | With Playground AI Founder Suhail Doshi
Opinion
Doshi: Most AI benchmarks are flawed and optimized for marketing
“I think that most evals in the industry are relatively flawed. Like a lot of them are doing like benchmarks on things that maybe are valuable from the purposes of marketing, but are not necessarily well correlated with the With what maybe users care about.”
Suhail DoshiApr 18, 2024▶ 10:30No Priors Ep. 60 | With Playground AI Founder Suhail Doshi
AssertionNot checkable as stated
Doshi: Playground AI is probably number two in text-to-art
“Maybe like probably like number two, I suspect, I guess at like text to art at the moment, just because we're training these models from scratch, we're getting, we're closing the gap really rapidly as rapidly as we can around all the various like kind of use c…”
Suhail DoshiApr 18, 2024▶ 13:15No Priors Ep. 60 | With Playground AI Founder Suhail Doshi
Opinion
Doshi: 3D software tools tend not to make much money
“One issue with three D is that it tends to be better to work on three D. If you're like making the content, like you're making Pixar movies the tools in three D tend to not like make as much money.”
Suhail DoshiApr 18, 2024▶ 14:56No Priors Ep. 60 | With Playground AI Founder Suhail Doshi
Opinion
Doshi: Diffusion Transformers Alone Lack Utility Without Integrated Language Models
“Transformers are definitely, I think transformers are definitely like the right direction, but I don't think that we're going to get a lot of you enough utility if we're not like somewhat trying to figure out a way to combine the great, amazing knowledge of li…”
Suhail DoshiApr 18, 2024▶ 17:25No Priors Ep. 60 | With Playground AI Founder Suhail Doshi
Opinion
Doshi: DiT Is Likely Not the Right Architecture for Generative Vision
“So I think the architecture is like mostly going, is most likely going to change. I don't think that DIT is like the right architecture, but transformers certainly.”
Suhail DoshiApr 18, 2024▶ 18:12No Priors Ep. 60 | With Playground AI Founder Suhail Doshi
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