Teaching agents to know when they know enough
Separating epistemic judgment from tool execution in a 14B model.
No reliable transfer from opaque arithmetic to ordered composition
A preregistered exact-placebo test of cross-domain reasoning transfer.
Separating epistemic judgment from tool execution in a 14B model.
A preregistered exact-placebo test of cross-domain reasoning transfer.