Re:Notes on OpenAI's new o1 chain-of-thought models
by TeMPOraL on Friday September 13, 2024 @08:23AM
(#41530527)
The "problem" is that LLMs are being asked to decide on whether, and which part of, the "sideband" data is relevant to request and act on the request in a single step. I put the "sideband" in scare quotes, because it's all in-band data. There is no way in architecture to "tag" what data is "context" and what is "request", so they do it the same way you do it with people: tell them.
The problem is the instructed lack of relevance for 99% of requests.
If your sideband data included an instruction that said "This sideband data is shown to you in every request -- this means that it is not relevant to 99% of requests," then: I'd like to suggest that the for vast majority of the time, your sideband data doesn't exist at all.