Image Data

topic on 2 shows · 2 statements across 2 episodes

the MAD Podcast the a16z Podcast

2 statements about Image Data, every show

MAD Assertion Supported
Izmailov: Text data carries more structural information per token than images
“So for example, we can approximate it from the scaling laws and we can, for example, say that text data has more structural information according to this measure than image data at the same kind of amount of yeah, tokens.”
Pavel Izmailov Jan 15, 2026 ▶ 37:17 The Evaluators Are Being Evaluated — Pavel Izmailov (Anthropic/NYU)
a16z Insight
Song: 3D AI Models Face Severe Data Scalability Bottleneck Compared to 2D
“Three D data has this scalability issue, and you If you compare that with like images, everyone can, you know, use their cell phone to take a photo or, you know, take a video. Whereas if you try to do the same with three D is very difficult. You either have to…”
Jiaming Song Sep 9, 2024 ▶ 1:55 Luma's Dream Machine and Reasoning in Video Models

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