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The Future of Image Models Is Multimodal

AI + a16z

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Two Leading Ways to Generate High-Dimensional Sequences of Bits

There are two main approaches to generating high-dimensional sequences of bits: autoregressive modeling, which involves generating bits one at a time or in chunks based on previously generated bits, and generating all bits simultaneously through an iterative process. Autoregressive modeling, used in large language models, generates bits by iterating through previously generated bits, while the simultaneous generation approach involves converting data to noise by adding noise.

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