Davinci-Tool: Scaling Agentic Tool-Use Supervision with Verifiable Executable Environments.

arXiv:2610.16867v1 Announce Type: cross Abstract: Reliable agentic tool use requires training data that pair diverse multi-step workflows with executable evidence that the requested outcomes were achieved. Scaling either trajectory coverage or verification alo