Technical Analysis

In-depth technical analysis of Tesla's autonomous driving technology, including hardware, software, sensors, and AI/ML systems

Autopilot vs FSD
Understanding the difference between Autopilot and Full Self-Driving

Autopilot

Standard driver assistance features included with all Tesla vehicles. Includes Traffic-Aware Cruise Control and Autosteer.

  • • Traffic-Aware Cruise Control
  • • Autosteer
  • • Basic lane keeping

Full Self-Driving (FSD)

Advanced autonomous driving capabilities including city street navigation, traffic light recognition, and more.

  • • All Autopilot features
  • • Navigate on Autopilot
  • • City Streets (FSD Beta)
  • • Traffic Light Control

Analysis Categories

Hardware
Analysis of hardware generations from HW1 to HW4
Software
Vision-based approach, neural networks, and architecture
Sensors
Camera systems, radar, ultrasonic, and GPS/IMU
AI/ML
Occupancy Networks, Vector Space, Planning, and Dojo