SimpleSeg teaches a multimodal language model to outline objects by writing down a list of points, like connecting the dots, instead of using a special segmentation decoder.
This survey explains how to make AI agents not just smart, but also efficient with their time, memory, and tool use.
The paper teaches AI models to plan their thinking time like a smart test-taker who has to finish several questions before the bell rings.