What Agents Will Need

Two instruments. First, the needs ledger: 94 functions, services and institutions that turn capable models into a dependable workforce, now graded by criticality and by size of task (is it a feature, a product, a platform, or an institution that needs industry-wide agreement), with the companies actually building each one. Second, the meeting places: 41 venues where agents gain something by gathering, from the examination hall to the insurance exchange to the museum of failure. Sort any column; filter by any axis; print what survives the sift.