robots
Full Self-Driving (Supervised)
Source-backed map of Tesla FSD — product naming, AI stack claims, supervised vs unsupervised, and evaluation discipline.
Tesla markets Full Self-Driving (Supervised). The parenthetical is load-bearing. Muskularity treats FSD as a living software product with versioned behavior, not a binary “solved autonomy” switch.
Official AI stack language (Tesla)
From tesla.com/AI (checked 2026-07-12), Tesla describes work across:
| Area | Official framing (summary) | Label |
|---|---|---|
| Vision + planning AI | Path to general solution for FSD, bipedal robotics and beyond | Company technical claim |
| FSD chip | Custom inference silicon, perf-per-watt focus, mass production in vehicles | Company hardware claim |
| Neural networks | Perception, BEV networks, fleet-sourced hard cases; large training builds | Company ML claim — numbers on page are Tesla’s |
| Autonomy algorithms | World representation, trajectory planning under uncertainty | Company software claim |
| Code foundations | Latency, determinism, OTA, multi-SoC pipelining | Company systems claim |
| Evaluation infrastructure | Open/closed loop, HIL, fleet clip suites | Company eval claim |
Rule: Tesla’s training-hour or network-count marketing figures are company claims with a check date — not third-party audits.
Naming discipline
| Term | Use |
|---|---|
| FSD (Supervised) | Current consumer product naming on Tesla site |
| Autopilot | Older / adjacent suite — do not equate casually |
| Unsupervised / robotaxi autonomy | Separate claim set; requires operational evidence |
| SAE levels | Use only with cited standard + Tesla’s own wording |
Safety and regulation
- Safety statistics need Tesla safety pages / regulators, not social clips
- Disengagement narratives need methodology
- Regulatory approvals are jurisdiction-specific — never globalize one city’s pilot
A larger font, promised on October 18
On October 18, 2026, at 03:54:43 UTC, @StephenFleming wrote that he had demonstrated a Tesla with FSD to an elderly neighbor who could not read the screen, including with the display “adjusted to large print,” and asked for an optional interface with minimum 48-point type.
At 15:11:50 UTC, Mr. Musk replied:
@StephenFleming @Tesla We will add a large font option to the UI
Label: A pledge. The reply names no release, no vehicle, and no menu path. It does not say an existing large-print setting will be removed. “Minimum 48-point type” is Fleming’s request, not Tesla’s specification. A direct fetch of x.com returned 403. Both posts were read through fxtwitter.
Related
- Computer 3.0, AI3, AI4, AI5, and AI6 (checked Oct. 21, 2026). The support page does not print HW3. The Q2 letter separates AI3 and AI4
- Robotaxi
- School-zone robotaxi petition, and the 2023 FSD Beta recall
- Autopilot controls and recall 23V-838 (checked Oct. 21, 2026). 2,031,220 vehicles. Tesla wrote that it did not concur. NHTSA closed EA22002 on April 25, 2024, and opened a recall query the same day
- Optimus
- Tesla
- Videos
Source anchors
- Mr. Musk, October 18, 2026, 15:11:50 UTC — “We will add a large font option to the UI.” No ship date. Read through fxtwitter
- Tesla AI & Robotics
- FSD product
- Vehicle Safety Report / FSD safety links
- Investor Relations