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The models don’t get better on every dimension as they scale up - there’s trade offs.

I’m convinced specialised models are the way but this means writing off the investment in existing assets which they won’t do for obvious reasons.

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This was my suspicion. They had a bad training run that was really good at a few things.
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Doesn't seem to match the buzz internally at Anthropic about it?
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