Cut the Loops: When Web Agents Learn to Think in DAGs
Research agents have a bad habit that will feel familiar to anyone who has watched a junior analyst “verify one more source” for three hours. They search. They visit. They re-search. They validate the thing they already validated. Then, because the context window is now full of debris, they occasionally forget the actual question. A triumph of diligence, perhaps. A triumph of intelligence, less obviously. ...