EV Charging

The Forecast Can Be Wrong and Still Save the Charge

TL;DR for operators EV charging optimization has a small, rude problem: the most important variable is often the one the operator does not know. A plugged-in car may leave in twenty minutes or three hours. That difference determines whether the controller can wait for cheap electricity or must charge immediately like an anxious intern with a deadline. ...

The Map Is Not the Territory—But Your LLM Thinks It Is

Coffee is simple. Parking is annoying. Charging an electric vehicle while also finding a useful nearby stop is where the apparently simple request turns into a small urban planning problem wearing a chatbot costume. A user does not ask for a theorem. They ask something like: “I need to charge my car and grab coffee nearby. Where should I go?” ...