SHAP for feature attribution SHAP quantifies each feature's contribution to a model prediction, enabling: LIME for local interpretability LIME builds simple local models around a prediction to show how small changes influence outcomes. It answers questions like: "Would correcting age change the anomaly score?" "Would adjusting the ZIP code affect classification?" Explainability makes AI-based data remediation acceptable in regulated industries.
Russell Gray, director of heritage architecture firm Shiva Ltd, complained about bikes being constantly left on the company's private driveway in Bermondsey. He said the dumped bikes stopped his company from receiving deliveries. Mr Gray told Southwark News: We've had enough - Lime seems to think they have carte blanche to leave their bikes wherever they want, and the council lets them. We deal with the consequences. Lime said they would mark his driveways as no-parking zones for riders, but the problem persisted.
But it's not just the bright green bikes that are at risk of being outlawed, the council has its eyes on Forest, too. Last week, the council said that e-bike hire companies Lime and Forest are on their 'last warning' to tackle dangerous parking and reckless rider behaviour. If they fail to deal with the 'persistent problems', such as bikes blocking pavements, night-time noise, riders running red lights and overflowing parking bays, they could lose permission to operate in the borough.
It's only a matter of time before someone with a similar injury dies if they bleed out from their femoral artery. I now have metal in my leg for life holding it together. I think Lime know they have a problem with the heavy frame that is causing serious injuries like mine. All they did after I told them was give me a 6.99 refund for the hire instead of speaking with me.
"In the past, police have tapped robotaxi companies for footage to help solve crimes - in April, 404 Media reported that the LAPD published video footage obtained from a Waymo driverless car as part of an investigation into a separate hit-and-run incident."
