IBM
Ideas that could help IBM
- RetrofitIQ: AI Incident Detection Module for Existing Traffic Cameras
A plug-in software module that upgrades existing city traffic cameras with real-time incident detection by running YOLOv8 + Deep SORT on the live video feed, automatically alerting traffic control centers within seconds of an incident.
Why it helps: IBM's Intelligent Operations Center for Cities platform targets exactly this integration of sensor data and AI alerting; a validated incident detection module would slot directly into their smart city offering.
- AI Model Ethical Opacity Disclosure Standard
A governance framework and accompanying software tool that helps AI developers document not what their model can explain about itself, but what it structurally cannot—turning Butler's philosophy of inevitable partial self-opacity into a practical, auditable AI transparency artifact.
Why it helps: IBM's AI Fairness 360 and OpenScale products target enterprise AI governance; an opacity-disclosure module would extend their existing explainability toolkit with a philosophically grounded layer that satisfies emerging regulatory demands.