Can LLMs reason? When the problems are grounded in the real world, the performance is good. Otherwise, there's a huge performance drop. 4/n

ACCORD allows (1) controllable reasoning path length, (2) controllable distraction items on the reasoning tree. These controls are (3) automatic and (4) scalable. 2/n

A uniquely interesting book with a lot of new information, and I feel the urge to take notes (either to echo or to debate) while reading. Highly recommend.