4 sources healthy · latest episode 9 Nov 2026
opinion claim

The speaker says researchers may assume a model has improved when evaluation scores look good and fail to investigate further.

Joseph Kim · ⚡ Building ChatGPT for Finance — Joseph Kim, OpenAI's Head of Financial Services · 31 Oct 2026

In their words

The transcript segments this claim was taken from

“They're coming. Um, but it was-- there was no good way for us to show progress, uh, on financial tasks on these evals. Um, there's a funny, like, funny things. Like, I think there's this bias in evals where if the numbers look good, the researchers assume that the model's gotten better, and they don't investigate it.”
24:20Report a misattribution
0.80how strongly it was put, not whether it is true
0.75importance to the conversation
0.92confidence the claim was read correctly