A new arXiv paper (2609.35910v1) introduces DEEP (Decision Evaluation for Escalated Perception), a benchmark that scores pre-escalation compute allocators against a budget-constrained decision oracle,…
42dot, the Global Software Center of Hyundai Motor Group, is hiring a Staff VLA Engineer in Sunnyvale, California, with a salary range of $189,000–$311,000 per year, to research and prototype next-gen…
Adversarial World Modeling (AWM), a new framework for training autonomous vehicle planners, uses a min-max game and multi-agent self-play to enhance performance in rare, safety-critical traffic scenar…
Researchers trained a Joint Embedding Predictive Architecture (JEPA) on unlabeled driving data from the nuPlan dataset and used temporal prediction error as a zero-shot complexity score, finding it ef…