DoorDash launches a new ‘Tasks’ app that pays couriers to submit videos to train AI

Delivery couriers will be able to earn money by completing activities like filming everyday tasks or recording themselves speaking in another language.
GitHub

cyl6/deer-flow_2

DeerFlow 2.0 is a ground-up rewrite. It shares no code with v1. If you're looking for the original Deep Research framework, it's maintained on the 1.x branch — contributions there are still welcome.
IEEE

GAT-HDRL: Hierarchical Deep Reinforcement Learning with Graph Attention Network for Real-Time Scheduling of Satellite Task Flows

Abstract: The rapid expansion of satellite constellations and the surge in real-time data downlink demand have forced Ground Stations (GSs) to process massive amounts of signals within very short time ...
IEEE

Motion Manifold Flow Primitives for Task-Conditioned Trajectory Generation Under Complex Task-Motion Dependencies

Abstract: Effective movement primitives should be capable of encoding and generating a rich repertoire of trajectories conditioned on task-defining parameters such as vision or language inputs. While ...