The canary test AI agents keep failing

Every agent evaluation tells you the model picked the wrong tool. Almost none tell you why. A new paper solves that by planting diagnostic "canary" tools inside an agent's toolkit, each one built to expose a specific blind spot, then watching what the agent grabs. The results are brutal...