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▲ lifeisloving 2 hours ago

Then you'd know well that 2hr of LLM code generation can easily be about 4-8hrs of review, and that review can be brutal.

I'm not arguing that they cant write code, or write a proof. Its just not written or designed well and is absolutely brutal and soul crushing to work with. Look at these proofs they're producing also, they're millions of lines of Lean that are impossible to reason about.

The way we're using the term 'verticle' to describe a curve means we're not being honest about this. This curve can actually be plotted, you can go look at the curve. It is not in fact 'verticle'. Each model release is climbing single digits on benchmarks it was overfit for.

▲tkz1312 an hour ago | parent [-]

You don't need to review proof code.

In the last 9 months or so llms have gone from just another useful proof tactic (like grind or sledgehammer or sat solvers) to being so good at writing proofs that I don't even bother to try myself anymore.