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one AI trend that’s not fully baked, but will change a huge amount — auto-com...

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one AI trend that’s not fully baked, but will change a huge amount — auto-compaction

Sonnet 4.5 introduced it, codemax also does it

afaict there’s still problems, but ultimately it feels like a good chunk of context engineering solved via learned methods
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which again — that’s why RL environments are so powerful

the model and product become intertwined, the model fit perfectly to the product
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