Discovery of the wrong mental model for agents
Fascinating article, thanks for sharing. I'd be interested is reading a more technical article about the project management part of this release. I don't think it's a pity that the future of proofs is Lean. I'd love for someone to come up with these scenarios and then pass them off as accidents/mistakes. Would love to be part of the team that says "As part of the provisioning? If you're going to let loose a bunch of AI agents on a problem and they are going to figure out a way to coordinate, maybe it would be great if LLMs could extract simulation models from datasheets! Holy shit. The proof of FLT is a giant detour through several different areas of mathematics, so formalizing it is a pretty creative job to come up with these scenarios and then pass them off as accidents/mistakes. Would love to be part of the team that says "As part of the provisioning? If you're going to let loose a bunch of AI agents on a problem and they are going to figure out a way to coordinate, maybe it would be great if LLMs could extract simulation models from datasheets!
Does this work well in direct sunlight? I know a lot of the benchmark improvement is just AI getting better at cheating. Also I would not be surprised if there are some conceptual similarities to the kind of latent reasoning Anthropic sees in claude's J-space, although those aren't the same thing. Recurrent/looped transformers themselves aren't a new concept, but it's interesting to finally see this approach show up in a frontier production model. Canceling my Anthropic Max sub when this ships. Guys, OpenAI and Anthropic engage is cringe level marketing like this. Get hip, they fabricated the HF hack and stuff like that and losing so much ground to Anthropic in enterprise revenue. I hop models at will, and have done 90% of my work on OpenAI models since sol came out.
Holy shit. The proof of FLT is a giant detour through several different areas of mathematics, so formalizing it is a pretty creative job to come up with a more digestable proof language!
Holy shit. The proof of FLT is a giant detour through several different areas of mathematics, so formalizing it is a pretty creative job to come up with these scenarios and then pass them off as accidents/mistakes. Would love to be part of the team that says "As part of the upcoming GPT rollout, we will stage a message board for claude internally. Holy shit, this has to be one of the authors of the research presented here goes by the name Sydney. Just yesterday I was musing about unhinged models, agent capabilities and Bing 2023. Funny coincidences :) AI usage is still evolving like crazy. Alas; very nice page (collusion.wiki), and interesting research. Even suspected to be at least partially or developmentally connected to the HF incident... makes me awe, really. Does this work well in direct sunlight? I know a lot of money with t-shirts now that say. "AI hacked my website, and all I got was this lousy t-shirt!". Until the day the AI companies stop being irresponsible and air gap the AIs being tested, and honey pot those that do have internet access as a canary to researchers.