The author of the original mastodon post, Andreas Thom, acknowledged that he had not opted his data out of being used for training until June 29 of this year. He spends most of the post lashing out at OpenAI for not being transparent about whether his data was trained on (when the answer is obviously yes). People need to understand how all these AI company policies around training data work before working with them,…
More questions about whether researchers can trust OpenAI with unpublished math
511–520 of 848 posts
Re: More questions about whether researchers can trust OpenAI with unpublished math
#512Earlier quoted context omitted.
That’s one perspective. I just view it as a thing that can brute force and produce outputs - that it has no way of ‘knowing’ - but doesn’t need to since it’s just running off of probability. No human can compete in that contest. But no llm can compete in the contest of ‘understanding’ and application in the real world - which is where 99% of the value is. I’m very pro AI long term btw but I’m not blinded.
AI needs humans to encode ideas in words. It needs those ideas to span the space of possibilities of, say, Navier Stokes. Then AI can be, as you say, a terrifyingly effective way to search that space. But when the building-block ideas are still being formed, I'm not sure that AI is good at forming them.
There are many actions being performed today that can be nicely packaged.
Im already working on such a project.
Re: More questions about whether researchers can trust OpenAI with unpublished math
#513Earlier quoted context omitted.
First, OpenAI is not claiming that the model wasn't trained on those sessions. What they've said is “We (the researchers and the agents) did not see any of their work through any means until they released it publicly — in particular, no specific user data was accessed in order to solve this problem.” and “We did not use their prompts or proofs to prompt our models or direct our agents.” and “While unlikely, we cannot…
> It's not obvious to me that's an unethical thing to do In terms of work in mathematics, something I personally would not do based on ethical grounds would be to hear a rumor that some researchers are taking a certain approach and may be nearing a solution, use a model that was possibly contaminated with intimate knowledge about that approach (though later they investigated and think it wasn't), and then commit mill…
I haven't looked into it myself, but if true, that seems incredibly scummy.
Re: More questions about whether researchers can trust OpenAI with unpublished math
#514Re: More questions about whether researchers can trust OpenAI with unpublished math
#515Earlier quoted context omitted.
"Discovery" is not a goal in itself. I could launch a project to find out how many people in the United States have names such that if you assign numbers to every character and then sum the values, the sum works out to 72. It's discovery, but it's useless unless it has some higher goal. The labs are attacking these problems as a demonstration of capabilities, spending more money on the demos than any mathematician wi…
Right, mathematicians care about clout and tenure, which is a much higher purpose.
After all, the ascetics at openAI are having to make do with half a million total comp.
Re: More questions about whether researchers can trust OpenAI with unpublished math
#516Re: More questions about whether researchers can trust OpenAI with unpublished math
#517Earlier quoted context omitted.
That’s one perspective. I just view it as a thing that can brute force and produce outputs - that it has no way of ‘knowing’ - but doesn’t need to since it’s just running off of probability. No human can compete in that contest. But no llm can compete in the contest of ‘understanding’ and application in the real world - which is where 99% of the value is. I’m very pro AI long term btw but I’m not blinded.
But it’s not brute force if it’s looking over everyone’s shoulder Brute force would have been solving Navier-Stokes in 88 hours after plagiarizing all known 20th century math When it needs to snoop live on what the actual mathematicians are working on that’s something else
Trust me I've seen it happen to myself. I no longer trust ChatGPT.
I can see right through his act. Altman is one devious f8k.
Re: More questions about whether researchers can trust OpenAI with unpublished math
#518Earlier quoted context omitted.
> I've been wondering whether AI really is improving rapidly at open problems or we're being fooled. I think your suspicions are warranted and your explanation seems plausible. If better training data is the reason here, it would still be a case of the models doing something that is in and of itself super useful! The models really can take that data and distill it into solutions for similar problems faster than human…
>> If better training data is the reason here, it would still be a case of the models doing something that is in and of itself super useful! The models really can take that data and distill it into solutions for similar problems faster than humans can. This is great! It's perhaps great in the short term although it's not very clear who it's great for. I'm not sure mathematicians find it all so great, I mean. In the l…
Re: More questions about whether researchers can trust OpenAI with unpublished math
#519Earlier quoted context omitted.
When you say "confidential in-house version", what are you referring to? Local models? Bedrock deployment with "guardrails"? A different thing?
Enterprise Agreements can have binding terms for this. When I launch the ChatGPT desktop app, and open the options pane it says "Corpname data is not used for OpenAI training". I would expect academic institutions to require equivalent contractual terms.
For example, at school they can have an agreement with Gemini, but the student / academic could have bought an individual pro subscription to any other model provider.
Re: More questions about whether researchers can trust OpenAI with unpublished math
#520Earlier quoted context omitted.
Good question, this was very well known. Do you have an answer?
There is no fine-print (let alone a loud banner) on the chat thread page that tells me my prompts can be used for training.