New ai models are being trained on physics rather than words, and they are reportedly driving scientific discovery and changing engineering. These models are being applied in various fields, including weather forecasting, where they are showing promise but also some limitations. The impact of these physics-based ai models is still being explored, with some outlets suggesting they could accelerate discovery, while others note potential drawbacks.