Yeah I find this current LLM voice very tiring to read; I get enough of it day-to-day wrangling claude and others. I don’t think ‘writing’ this took very much work though, it was probably a “read the research logs, and write a blog post with charts showing our amazing results and hammering on the idea that verifiers matter” as a prompt. The rest you could go have a coffee for.

That said, the core idea of this — verification matters a lot — is well received, and in fact, this is totally awesome in terms of results. They mention at the end they’re not sure how much of this is microtuned against the benchmark, a sin that many CPU companies cheerfully commit and have committed over the last 40 years btw, so I’d be interested in a followup with more general benchmarking. Either way, amazing.