autonomous driving
3 published articles
Autonomous Driving Research
XCoT-VLA: driving AI that reasons in six tokens, not a paragraph
XCoT-VLA replaces descriptive chain-of-thought in vision-language-action driving models with 2 to 6 executable tokens, cutting trajectory error while staying within real-time planning budgets. The tradeoff: reasoning that compresses well stops reading like a human explanation.
2026-08-18
Electric Vehicles / AI Infrastructure
Tesla's revenue is up. Its real bet is spending itself into the red.
Tesla's Q2 2026 earnings show a revenue rebound, but profit growth is anemic and free cash flow is negative. The company is pouring billions into AI, robotics, and manufacturing infrastructure, a bet that hinges on whether its car business can fund the transformation Musk keeps promising.
2026-07-28
Alibaba Cloud
Alibaba Cloud's EMR Serverless Spark now processes images and video in plain SQL, no Python needed
Alibaba Cloud’s EMR Serverless Spark now supports images and video frames directly in SQL, letting data engineers skip Python overhead. A case study on autonomous driving data preprocessing shows automated ETL pipelines powered by Qwen vision models replacing manual annotation.
2026-07-09