1/ We drove our SQL client's agent mode with 39 local open-weight models for eleven days. 8,199 runs. Of the 2,100 agent-mode losses, 75.7% came from runs that had already invoked a tool. The models engaged. They lost the work at the interface: arxiv.org/abs/2609.21341…
