5 articles
A team of 20 researchers from DeepMind and MIT CSAIL published the first large-scale evaluation of LLMs for autonomous generation of formal proofs in the Lean theorem prover. The agent combines LLM generation with Lean symbolic verification and autonomously solves 9 of 353 open Erdős problems and proves 44 of 492 OEIS conjectures.
When many users employ AI for creative tasks, they all receive similar suggestions — "idea diversity collapse". Researchers introduce an ex ante protocol with an excess-crowding coefficient Δ and diversity ratio ρ. All three tested frontier models fall below the human parity threshold in short stories, marketing slogans, and alternative uses tasks.
The team of Jiaxian Yan and colleagues published on April 23, 2026 BioMiner — a multimodal AI system for automated extraction of protein-ligand bioactivity from scientific literature. The system processes text, tables and molecular structures, achieves F1 0.32 on the new BioVista benchmark (16,457 entries from 500 publications) and in a demonstration application extracts 82,262 data points from 11,683 papers.
Google Photos gained an Auto Frame feature that interprets a 2D photograph as a 3D scene, estimates geometry and camera parameters, then uses latent diffusion models to generate content outside the original frame for alternative compositions.
Researchers have introduced Camera Artist, a multi-agent system that models real filmmaking workflows for narrative video generation. The system coordinates specialized AI agents that simulate the roles of director, cinematographer, and editor for coherent visual storytelling.