FSD
Tesla's Full Self-Driving software system, based on a vision-only camera approach. It supports automated navigation driving on both city roads and highways.
Core Facts
Timeline (last 90 days)
Representative works in world models include DeepMind's Genie, Google's GameNGen, and Tesla's internal FSD world model used for autonomous driving.
FSD is currently still classified by U.S. regulators as Level 2 driver-assistance requiring continuous driver supervision, rather than Level 4/5 full self-driving.
Since 2016, Musk has repeatedly predicted that FSD would achieve true driverless capability 'within a year or two,' but has missed the deadline multiple times.
Tesla's FSD system is a representative commercial case of the end-to-end autonomous driving approach.
Tesla FSD uses a vision-only approach, relying on large-scale image data and deep learning models to reconstruct spatial information.
FSD (Full Self-Driving) is Tesla's self-developed autonomous driving software system, currently sold in the United States in a supervised autonomous driving form that requires the driver to remain attentive and ready to take over at any time.
FSD is currently widely recognized in the industry as being between SAE Level 2 and Level 3, and has not yet reached Level 4.
On August 13, an X user shared that their FSD had accumulated 100,000 miles, with 99.6% completed automatically by the car and only 382 miles driven manually, using FSD version 14.2.
As of the time of the report, Tesla's official website showed the cumulative FSD mileage counter had reached 13.49 billion miles.
A reporter followed a 2026 base-model Model Y through a full test, passing through residential areas, construction sections, and mountain roads, then parking autonomously, with the driver keeping both hands off the steering wheel throughout.
15 more timeline events
All Facts (20)
The Cybercab is a vehicle Tesla built specifically for driverless taxi scenarios, with the steering wheel and pedals removed.
65%Unverified卡帕西2017年转赴特斯拉担任AI总监，主导了完全摒弃激光雷达、仅依赖摄像头的纯视觉自动驾驶方案
90%Unverified特斯拉的完全自动驾驶（FSD）愿景的时间表屡次推迟，但持续吸引全球顶尖的计算机视觉和强化学习人才
85%UnverifiedTesla's FSD system is a representative commercial case of the end-to-end autonomous driving approach.
60%UnverifiedTesla FSD is an autonomous driving technology stack based on a pure vision approach, relying solely on cameras and neural networks to perceive the environment and make driving decisions.
60%UnverifiedThe Cybercab physically eliminates the possibility of human driving and can only operate by relying on the Full Self-Driving (FSD) system.
60%UnverifiedRepresentative works in world models include DeepMind's Genie, Google's GameNGen, and Tesla's internal FSD world model used for autonomous driving.
50%UnverifiedSince 2016, Musk has repeatedly predicted that FSD would achieve true driverless capability 'within a year or two,' but has missed the deadline multiple times.
50%UnverifiedFSD is currently still classified by U.S. regulators as Level 2 driver-assistance requiring continuous driver supervision, rather than Level 4/5 full self-driving.
50%UnverifiedTesla FSD uses a vision-only approach, relying on large-scale image data and deep learning models to reconstruct spatial information.
50%UnverifiedFSD is currently widely recognized in the industry as being between SAE Level 2 and Level 3, and has not yet reached Level 4.
50%UnverifiedFSD (Full Self-Driving) is Tesla's self-developed autonomous driving software system, currently sold in the United States in a supervised autonomous driving form that requires the driver to remain attentive and ready to take over at any time.
50%UnverifiedIn May of this year, Tesla had listed China as an FSD launch region in a post on X.
50%UnverifiedTesla has repeatedly delayed the timeline for the rollout of truly unsupervised Full Self-Driving (FSD).
50%UnverifiedTesla employs a shadow mode data collection strategy: the FSD system runs in the background and makes virtual decisions, and when a virtual decision diverges from the human driver's actual action, that segment is automatically flagged and uploaded for model improvement.
50%UnverifiedThe data flywheel effect built through Tesla's sold vehicles is its competitive advantage: more data leads to better models, better models attract more users to enable FSD, forming a positive feedback loop.
50%UnverifiedThe Cybercab operates entirely on the FSD (Full Self-Driving) system and has no physical interface for human takeover.
50%UnverifiedBy removing the steering wheel and pedals, the Cybercab essentially requires its FSD system to reach at least L4 or even L5 level.
50%UnverifiedSince 2024, Tesla has fully switched the underlying architecture of FSD to an end-to-end neural network model, going directly from raw camera image input to driving operation output.
50%UnverifiedTesla's currently deployed FSD (Full Self-Driving) system is still classified as an L2-level driver assistance system in both legal and technical definitions, requiring the driver to monitor at all times.
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