Capability-Gated Planning: Cost-to-Goal Discovery and the Limits of Myopic Experiment Selection

Ahmed Hassoon, Mark Dredze

Systems that automate scientific discovery must repeatedly decide which experiment to run, which hypothesis to test, which tool to build, and when to stop. Many systems make these…