Earlier quoted context omitted.
The existence of R1-zero is evidence against any sort of theft of OpenAI's internal COT data. The model sometimes outputs illegible text that's useful only to R1. You can't do distillation without a shared vocabulary. The only way R1 could exist is if they trained it with RL.
I don’t think anyone is really suggesting they stole COT or that it is leaked, but rather that the final o1 outputs were used to train the base model and reasoning components more easily.
OpenAI says it has evidence DeepSeek used its model to train competitor
951–960 of 1001 posts
Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#952I think there's two different things going on here: "DeepSeek trained on our outputs and that's not fair because those outputs are ours, and you shouldn't take other peoples' data!" This is obviously extremely silly, because that's exactly how OpenAI got all of its training data in the first place - by scraping other peoples' data off the internet. "DeepSeek trained on our outputs, and so their claims of replicating…
Why would it cast any doubt? If you can use o1 output to build a better R1. Then use R1 output to build a better X1... then a better X2.. XN, that just shows a method to create better systems for a fraction of the cost from where we stand. If it was that obvious OpenAI should have themselves done. But the disruptors did it. It hindsight it might sound obvious, but that is true for all innovations. It is all good stuf…
Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#953Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#954I think there's two different things going on here: "DeepSeek trained on our outputs and that's not fair because those outputs are ours, and you shouldn't take other peoples' data!" This is obviously extremely silly, because that's exactly how OpenAI got all of its training data in the first place - by scraping other peoples' data off the internet. "DeepSeek trained on our outputs, and so their claims of replicating…
There is a third possibility I haven't seen discussed yet: That DeepSeek, illegally, got their hands on an OpenAI model via a breach of OpenAI's systems. Its easy to laugh at OpenAI and say "you reap what you sow", I'm 100% in that camp, but given the lengths other Chinese entities have gone to when it comes to replicating Western technology; we should not discount this. That being said, breaching OAI's systems, re-t…
Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#955> “It is (relatively) easy to copy something that you know works,” Altman tweeted. “It is extremely hard to do something new, risky, and difficult when you don’t know if it will work.” The humor/hypocrisy of the situation aside, it does seem to be true that OpenAI is consistently the one coming up with new ideas first (GPT 4, o1, 4o-style multimodality, voice chat, DALL-E, …) and then other companies reproduce their…
They simply were the first to aggressively pursue scaling the transformer to the extent that is normal for the industry today. Although this has proven to produce interesting results, “simply adding scale” is, in my view, the least interesting development in modern ML. Giving credit where it’s due, they MAY have popularized the RLHF methodology, but I don’t recall them inventing that either?
(feel free to point out any of the above that I falsely attributed to NOT OpenAI.)
Additionally I seem to remember in an interview with Altman circa late ‘21 where he explains that the spirit of “OpenAI” and how their only goal is pursuing AGI, and “should someone else come up with a more promising path to get there, we would stop what we’re doing and help them”. I couldn’t find a reference to this interview, but anyone else, please feel free to share (I think it was a youtube link). - fast forward to 2025 and now “OpenAI” is the least open large contributor and indiscernible from your run-of-the-mill AI/ML valley startup insofar as they’re referring to others as “competitors” as opposed to collaborators.. interesting times…
Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#956Earlier quoted context omitted.
> other companies reproduce their work, and get more credit because they actually publish the research. I don't understand, you mean OpenAI isn't releasing open models and openly publishing their research?
Are you being sarcastic (honestly, it's hard to tell after reading as many uninformed takes in the past week as I have). No, they aren't (other than whisper). Their "papers" are closer to marketing materials. Very intentionally leaving out tons of technical information.
Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#957A. below is a list of OpenAI initial hires from Google. It's implausible to me that there wasn't quite significant transfer of Google IP
B. google published extensively, including the famous 'attention is all you need' paper, but open-ai despite its name, has not explained the breakthroughs that enabled O1. It has also switched from a charity to a for-profit company.
C. Now this company, with a group of smart, unknown machine learning engineers, presumably paid fractions of what OpenAI are published, has created a model far cheaper, and openly published the weights, many methodological insights, which will be used by OpenAI.
1. Ilya Sutskever – One of OpenAI’s co-founders and its former Chief Scientist. He previously worked at Google Brain, where he contributed to the development of deep learning models, including TensorFlow. 2. Jakub Pachocki – Formerly OpenAI’s Director of Research, he played a major role in the development of GPT-4. He had a background in AI research that overlapped with Google’s fields of interest. 3. John Schulman – Co-founder of OpenAI, he worked on reinforcement learning and helped develop Proximal Policy Optimization (PPO), a method used in training AI models. While not a direct Google hire, his work aligned with DeepMind’s research areas. 4. Jeffrey Wu – One of the key researchers involved in fine-tuning OpenAI’s models. He worked on reinforcement learning techniques similar to those developed at DeepMind. 5. Girish Sastry – Previously involved in OpenAI’s safety and alignment work, he had research experience that overlapped with Google’s AI safety initiatives.
Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#958So even if you put some "watermarks" in your AI generation, it's plausible defense to find publicly posted content with those watermarks.
Maybe it's explained in the article, but I can't access it, as it's paywalled.
Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#959Re: OpenAI says it has evidence DeepSeek used its model to train competitor
#960All the top level comments are basking in the irony of it, which is fair enough. But I think this changes the Deepseek narrative a bit. If they just benefited from repurposing OpenAI data, that's different than having achieved an engineering breakthrough, which may suggest OpenAI's results were hard earned after all.
> If they just benefited from repurposing OpenAI data, that's different than having achieved an engineering breakthrough One way or another, they were able to create something that has WAY cheaper inference costs than o1 at the same level of intelligence. I was paying Anthropic $15/1M tokens to make myself 10x faster at writing software, which was coming out to $10/day. O1 is $60/1M tokens, which for my level of usag…