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Do you know how Midjourney and Nano Banana actually create images?
Completely differently! Midjourney uses diffusion:
It starts from pure noise and sharpens it a little at every step, like sculpting. Nano Banana is autoregressive:
It writes the image token by token, exactly
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Nowadays everyone think sub-agents are magic.
They're not. There are basically 3 ways people run them right now. ๐ญ. ๐๐ผ๐ฟ๐ธ
The agent spins off a task, gets the result, and continues. ๐ฎ. ๐ง๐ฒ๐ฎ๐บ๐บ๐ฎ๐๐ฒ
Multiple agents work together and share context. ๐ฏ. ๐ช๐ผ๐ฟ๐ธ๐๐ฟ๐ฒ๐ฒ
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The agents writing their own smoke-tests is the first habit that actually makes me trust the output more haha.
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Funny how the abstraction layer ended up being plain markdown the human and the model both read.
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An open-weight model sitting this close to the frontier is something!
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Strongest case for open weights I've seen lately, access no one can revoke beats a few benchmark points.
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A friend asked me last week if AI image generators "steal" pieces of existing images and glue them together. Before replying, I thought about why he believes that.
And honestly, the collage theory sounds more believable than the truth. The truth is, models learn before they
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Full talk is here for my subscribers: https://
louisbouchard.substack.com/p/a-private-lo
ok-at-my-next-ai-agents
โฆ
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The slopacopalypse in numbers, and the scary part is a lot of it just becomes next year's training data haha.
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Jagged intelligence in one tweet haha. It's harder and harder to predict what will work and won't the more we grow the harnesses around these models.