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I feel like this is on a different trajectory than what LLM-based tech does. This type of individualistic extrapolation is one of the things they're really bad at, in my experience.

This is already a thing to some extent. I don’t recall the products that do it, but judge profiles def exist and are taken into account .

What worries me is the step after this. If god forbid this proves successful and models accurately predict specific outcomes, people will start to ask whether the solution to AI slop lawsuits is to do the judging with AI too.

Can't wait to benchmaxx on my judges model weights.

I benchmaxxed my model on yo momma's load-bearing weights