Tag: #autonomous-driving
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 4 posts
Tesla's FSD v14 Lite Reaches Korea — Distilling a Model onto Old Hardware, and the Honest Meaning of 'Supervised'
On July 10, 2026, Tesla Korea began rolling out FSD (Supervised) v14 Lite. It goes only to US-built Model 3 and Model Y cars running the older HW3 computer. This post explains why 'Lite' is not a marketing tier but the r
2026-07-11 · 6 min read #tesla#fsd#autonomous-driving#adas#hw3SOTA Autonomous Driving Perception — BEV, Occupancy, End-to-End
We survey recent trends in autonomous driving perception. From the perception-prediction-planning-control stack, BEV multi-camera fusion, occupancy networks 3D occupancy representation, vision-centric vs LiDAR fusion, to
2026-06-30 · 16 min read #ai-papers#autonomous-driving#bev#occupancy-network#end-to-endRobotaxis and Autonomous Driving — The Investment Landscape of the Mobility Revolution
Robotaxis have entered real commercial service in a handful of cities, putting the autonomous driving investment landscape back in focus. This post covers the levels of autonomy, key players, regulation and liability, th
2026-06-18 · 18 min read #finance#robotaxi#autonomous-driving#mobility#lidarThe Complete Autonomous Driving & Robotics Tech Stack: From C++, ROS2, CUDA, TensorRT to VLM/VLA, Simulation, and Beyond
A comprehensive guide to the core technology stack behind autonomous driving and robotics. Covering Modern C++, ROS/ROS2, CUDA parallel programming, TensorRT optimization, model compression (quantization/pruning), sensor
2026-03-01 · 22 min read #autonomous-driving#robotics#ros2#cuda#tensorrt