The world is being quietly rearranged by people who write very long documents.


The title they went with Unlocking LLM Creativity in Science through Analogical Reasoning Noisy translates that to

AI can now invent new scientific solutions instead of just repeating old ones


AI models used for scientific discovery often get stuck repeating the same ideas. Researchers found a way to make these models generate truly new and diverse solutions, especially for complex biology problems.
For years, AI models struggled to come up with genuinely novel ideas in science, often just rephrasing existing knowledge. This new approach means AI can now explore a much wider range of possibilities, potentially speeding up breakthroughs in fields like drug discovery.
Watch for this 'analogical reasoning' method to be integrated into commercial AI tools for drug discovery or materials science in the next year.

If you insist
Read the original →