“One of the things that every, you know, all the model developers understand well, but the enterprises understand super well is that you know, not all data is created equal and high quality data or frontier data is, is, can be, you know, 10,000 times more valuable than just any run of the mill data within an enterprise.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Alexandr Wang
PredictionNot checkable as stated
Wang: The path to AGI resembles curing cancer, not a vaccine
“My biggest belief here is that the path to AGI is is one that looks a lot more like curing cancer than developing a vaccine. And what I mean by that is I think that the path to build AGI is going to be in, in, you know, you're going to have to solve a bunch of…”
Alexandr WangDec 26, 2024▶ 23:49No Priors Ep. 95 | Best of 2024
AssertionContradicted
Wang: AI gets no positive transfer across modalities like video to text
“My understanding there's no positive transfer from learning in one modality to other modalities. So like training off of a bunch of video doesn't really help you that much with your text problems and vice versa.”
Alexandr WangDec 26, 2024▶ 25:42No Priors Ep. 95 | Best of 2024
AssertionNot checkable as stated
Wang: No strong evidence that video creates useful AI world models
“I don't think there's strong scientific evidence of that yet. Maybe there will be eventually.”
Alexandr WangDec 26, 2024▶ 26:11No Priors Ep. 95 | Best of 2024
PredictionNot checkable as stated
Alexandr Wang: Achieving AGI will take multiple decades of solving individual problems.
“My biggest belief here is that the path to AGI is is one that looks a lot more like curing cancer than developing a vaccine. And what I mean by that is I think that the path to build AGI is going to be in, in, you know, you're going to have to solve a bunch of…”
Alexandr WangMay 22, 2024▶ 34:53No Priors Ep. 65 | With Scale AI CEO Alexandr Wang
AssertionPartly supported
Alexandr Wang: Cross-modality training produces no positive transfer between video and text.
“I think the main thing, fundamentally, is I think there's very limited generality that we get from these models and even for multimodality, for example my understanding there's no positive transfer from learning in one modality to other modalities. So like tra…”
Alexandr WangMay 22, 2024▶ 36:37No Priors Ep. 65 | With Scale AI CEO Alexandr Wang
AssertionSupported
Wang: Standard academic benchmarks are contaminated by training data overfitting
“Most of the benchmarks that we as a community look at... Academic benchmarks that are what the industry used to measure the performance of these algorithms are fraught with issues. Many of the models are overfit on these benchmarks. They're sort of in the trai…”
Alexandr WangJul 11, 2024▶ 23:21No Priors Ep. 71: The Best of 2024 (so far) with Sarah Guo and Elad Gil
Made with StarZero
Turn any episode into a week of clips.
This entire site, over 100 episodes transcribed, diarized, checked and made playable,
runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the
moments worth sharing, cuts them, captions them, and reframes them for every feed.
We use essential cookies to make the site work. With your permission we
also use analytics cookies (Google Analytics and Mixpanel) to understand
usage and improve StarZero. See our Cookie Policy.