Auditing Pairwise Equivalence Judgments: Self-Critique Effects and Diversity Measurement in Multi-Agent Hypothesis Generation
Multi-agent systems built on large language models (LLMs) are increasingly applied to scientific discovery and hypothesis generation. Both the effect of refinement and the diversity of the delivered set are hard to interpret before experimental ground truth exists, and both are…
- 01.Multi-agent systems built on large language models (LLMs) are increasingly applied to scientific discovery and hypothesis generation
- 02.Both the effect of refinement and the diversity of the delivered set are hard to interpret before experimental ground truth exists, and both are…
This material is provided as an extended analytical summary.
Read full article at sourceRelated Intelligence
All stories →OpenAI announces three big science discoveries and a new way to work with academics
Less than a month after its mass release of hundreds of manuscripts that it said contained solutions to long-standing mathematics questions, OpenAI is back with three more "major" discoveries in math, computer science, and physics. What's different this time is the choice to…
How to Automate Content Creation With an AI Design Agent (Full Tutorial)
I didn't design any of these posts, but they are all in the style of my AI brand. If you run a channel, you need these visuals for your news every day. I set up one task and the agent created it all on its own. Here's all the setup so you can create...
AI Crisis in Math: Navier-Stokes, Riemann Hypothesis & Complexity Theory | Lex Fridman Podcast #503
- All right, so this is a kind of emergency episode I think it's fair to say, about the state of mathematics and artificial intelligence. A kind of crisis moment in the history of mathematics. Over the last few weeks, machines claimed to have solved some of the hardest problems…