Redwood Research argues for accelerating AI's conceptual reasoning capabilities

Redwood Research argues that AI's conceptual reasoning capabilities—tasks like philosophy that lack verifiable ground truth—should be accelerated differentially, since AI R&D and takeover rely far less on such reasoning. The team says basic elicitation techniques and small-scale training can make models three to twelve months better on its main conceptual reasoning benchmark, and that the area is currently neglected and underinvested by the AI safety community.