This is a wonderful visualization

AimostAll news brief curated from Ethan Mollick.

Source details

Original source
Ethan Mollick
Published
2026-07-19
Primary topic
Creative AI

Why it matters

Image, video, music, design, voice, and creative workflow updates across generative media tools. This item originated as a short-form social post, so the context blocks below help expand it into tools, models, and evaluation guides.

What happened

This is a wonderful visualization. Matt Henderson (@matthen2) what is a multimodal LLM thinking as it watches a video? Gemma 4 12B reads raw image patches, as if they were tokens. It was never trained to predict anything at these 'tokens' - but this video shows what it would predict if you did sample from its next token prediction head Video โ€” https://nitter.net/matthen2/status/2078818110597972114#m

What to do next

Use the related tools layer to compare output quality, control surfaces, and pricing before adopting the creative workflow.

This is a wonderful visualization. Matt Henderson (@matthen2) what is a multimodal LLM thinking as it watches a video? Gemma 4 12B reads raw image patches, as if they were tokens. It was never trained to predict anything at these 'tokens' - but this video shows what it would predict if you did sample from its next token prediction head Video โ€” https://nitter.net/matthen2/status/2078818110597972114#m

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