惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

P
Proofpoint News Feed
WordPress大学
WordPress大学
酷 壳 – CoolShell
酷 壳 – CoolShell
T
Tailwind CSS Blog
J
Java Code Geeks
Engineering at Meta
Engineering at Meta
博客园_首页
G
Google Developers Blog
有赞技术团队
有赞技术团队
Vercel News
Vercel News
Last Week in AI
Last Week in AI
博客园 - 三生石上(FineUI控件)
Jina AI
Jina AI
IT之家
IT之家
The GitHub Blog
The GitHub Blog
Google DeepMind News
Google DeepMind News
Microsoft Security Blog
Microsoft Security Blog
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
博客园 - Franky
A
About on SuperTechFans
The Register - Security
The Register - Security
腾讯CDC
月光博客
月光博客
GbyAI
GbyAI
博客园 - 叶小钗
Blog — PlanetScale
Blog — PlanetScale
D
Docker
D
DataBreaches.Net
博客园 - 聂微东
C
Check Point Blog
T
The Blog of Author Tim Ferriss
人人都是产品经理
人人都是产品经理
F
Full Disclosure
Martin Fowler
Martin Fowler
Apple Machine Learning Research
Apple Machine Learning Research
雷峰网
雷峰网
美团技术团队
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
博客园 - 司徒正美
小众软件
小众软件
量子位
L
LangChain Blog
S
SegmentFault 最新的问题
Hugging Face - Blog
Hugging Face - Blog
大猫的无限游戏
大猫的无限游戏
MongoDB | Blog
MongoDB | Blog
H
Hackread – Cybersecurity News, Data Breaches, AI and More
I
InfoQ
F
Fortinet All Blogs

The Verge

The Verge The Verge The Verge The Verge The Verge The Verge The Verge The Verge The Verge The Verge The Verge Govee’s multicolor ceiling light doubles as a low-res screen The plan to quietly kill Coyote v. Acme blew up in David Zaslav’s face AirPods, Touch Bars, and the rest of Tim Cook’s legacy I don’t think Gwyneth Paltrow knows what a peptide is Brendan Carr’s war on wokeness targets inclusive children’s television Anthropic’s Mythos breach was humiliating Ikea’s new inflatable chair doesn’t look like an inflatable chair Inside Microsoft’s wave of executive departures Netflix can’t seem to follow-up its biggest shows The Iranian women Trump ‘saved’ from execution are simultaneously real and AI-manipulated Elon Musk admits that millions of Tesla vehicles won’t get unsupervised FSD Tesla’s revenue rises again as it prepares for more AI and robotics Former MrBeast exec sues over ‘years’ of alleged harassment Watch Sony’s elite ping-pong robot beat top-ranked players Anthropic’s Mythos rollout has missed America’s cybersecurity agency Will a new CEO realize Apple’s smart home potential? It’s amazing how good Alienware’s $350 OLED monitor is Call of Duty never made much sense for Xbox Game Pass BMW’s flagship 7 Series gets its ‘Neue Klasse’ upgrade The year’s weirdest game is hard to explain and even harder to put down Behind the unraveling of Dan Crenshaw First vacuums — then the world SpaceX cuts a deal to maybe buy Cursor for $60 billion We translated the Palantir manifesto for actual human beings ISS astronauts are getting new laptops Tim Cook was an innovator — just not the Jobs kind AI backlash is coming for elections OpenAI’s updated image generator can now pull information from the web Framework’s Laptop 13 Pro launch event X makes it 1,900 percent more expensive to post links Framework announces Laptop 13 Pro, ‘the MacBook Pro for Linux users’ Framework’s first eGPUs turn its laptop into a desktop PC Blue Origin successfully reused its New Glenn rocket Cloud development platform Vercel was hacked The RAM shortage could last years Judge rules Trump administration violated the First Amendment in fight against ICE-tracking Cheap stuff that doesn’t suck, take 3 Dyson’s handheld fan is more powerful and louder than I expected There’s nothing like an RPG over vacation The AI apps are coming for your PC The best budget smartphones you can buy Dairy Queen is putting an AI chatbot in its drive-thrus The AirPods Pro 3 are $50 off right now, nearly matching their best-ever price Ghost orchid in the machine The South Korean president is doing quote-post diplomacy Peloton, stay in your lane The ‘AI is inevitable’ trap The creative software industry has declared war on Adobe Gucci-branded Google smart glasses are coming next year Ballmer gives $80 million to NPR, with strings attached Netflix embraces vertical video with major mobile app update Netflix cofounder Reed Hastings is officially leaving the company Live Nation says it will fight monopoly suit loss Ozlo’s comfy Sleepbuds are nearly 30 percent off in the run-up to Mother’s Day Teenage Engineering might be getting into instrument amps next The only way to fight deepfakes is by making deepfakes Casely has reannounced a power bank recall from 2025 following a fatality How Netflix made us fall in love with K-dramas It’s slushy season, and Ninja’s frozen drink machine is nearly half off Roku hits a major milestone with 100 million households Age verification is a mess but we’re doing it anyway Ronan Farrow on Sam Altman’s “unconstrained” relationship with the truth Character.AI’s new Books mode turns reading into roleplay The Cybertruck of e-bikes is here to replace your car Moft adds a tracker and shutter button to its magnetic tripod wallet Canva’s AI 2.0 update goes all in on prompt-powered design tools Meta blames RAM shortage for $100 Quest 3 price hike Intel’s cheaper Panther Lake chips are for budget-friendly laptops DJI’s Osmo Pocket 4 camera is better at capturing slo-mo footage and photos Govee’s new LED Lightwall comes with its own self-standing frame Spotify just won $322 million from music pirates it can’t find YouTube now lets you turn off Shorts Ford’s EV and software chief Doug Field is leaving the company Trump’s posting even more AI-generated Trump-Jesus fan art Ticketmaster is an illegal monopoly, jury finds FTC pushes ad agencies into dropping brand safety rules Ikea’s smart donut lamp is a sweet treat Google launches a Gemini AI app on Mac Microsoft counters the MacBook Neo with freebies for students Best Buy’s Ultimate Upgrade Sale features deals on dozens of our favorite gadgets The Senate is voting to save free IRS Direct File today The Verge The Verge The Verge You can grab a refurbished 2021 Kindle Paperwhite starting at just $49.99 The Hisense UR9 is a great first shot against OLED’s bow How AT&T created the most iconic phone ever The AI code wars are heating up Allow me to explain why I love this camera that can’t shoot color
Tesla hits Musk’s threshold for ‘safe unsupervised’ driving
Andrew J. Ha · 2026-05-04 · via The Verge

We’ve crossed yet another one of Elon Musk’s self-driving thresholds. Tesla’s fleet of vehicles using the company’s Full Self-Driving (Supervised) system has driven over 10 billion miles, according to the company’s updated safety page. That means the company has crossed the line Musk set earlier this year for “safe unsupervised” driving.

But Tesla owners did not suddenly wake up today to find their FSD (Supervised) vehicles transformed into FSD (Unsupervised) ones. FSD is still just a Level 2 system that requires a fully attentive human driver behind the wheel to monitor the road and be prepared to take over at any moment.

In January, Musk said on X that “roughly 10 billion miles of training data is needed to achieve safe unsupervised self-driving” — the implication being that once Tesla reached that milestone, the company would flip the switch and all its customers would suddenly have access to an unsupervised driving system.

In January, Musk said on X that “roughly 10 billion miles of training data is needed to achieve safe unsupervised self-driving.”

Of course, that would have been an enormously risky move by Tesla, especially when there are still so many questions about the company’s willingness to accept legal responsibility for over a million vehicles with FSD. When a Waymo vehicle is responsible for a crash, Waymo assumes liability because it owns the tech and the fleet. But Tesla’s terms of service put the liability on the owner, based mostly on its characterization of FSD as a Level 2 supervised system. What happens when FSD goes unsupervised? Who assumes responsibility for a crash then?

It’s not clear that Tesla has figured that out yet. Over the years, there have been hundreds of crashes involving Tesla’s partially autonomous features and dozens of fatalities. But the company has been able to avoid liability, either by settling with victims or convincing courts to dismiss the lawsuits. On its website, Tesla maintains that FSD (Supervised) “requires active driver supervision and does not make the vehicle autonomous.”

A federal jury in Florida last year found Tesla partly liable for a deadly 2019 crash involving the company’s Autopilot driver assist software, and ordered the company to pay the victims’ families $243 million. Tesla appealed the ruling, but a judge rejected that effort.

Still, it’s worth acknowledging the incredible accomplishment of 10 billion miles driven in FSD (Supervised). Tesla claims that its FSD-equipped vehicles drive 5.5 million miles on average before a major collision, as compared to 660,000 miles for the average US driver. Tesla touts this as evidence that FSD is safer than human driving.

What happens when FSD goes unsupervised? Who assumes responsibility for a crash then?

Experts have long questioned Tesla’s methodology. Studies have shown that the company’s safety reports fail to take into account basic facts about traffic statistics, such as that crashes are more common on city roads and undivided roads than on the highway, where Autopilot is most often used. Some researchers believe that Tesla may be miscounting crashes in order to make Autopilot and FSD seem safer than it actually is.

Unsupervised driving may still be elusive to Tesla’s customers, but the company is ramping up its use of unsupervised vehicles in its robotaxi fleet. After launching in Dallas and Houston with just a pair of vehicles, Tesla has since added more vehicles to its fleet. Dallas now has five unsupervised robotaxis, while Houston has six, according to the Robotaxi Tracker. Austin, where Tesla first launched its robotaxi service, now has 29 supervised vehicles (employees in the front passenger seat) and 22 unsupervised ones.

Naturally, this makes many Tesla owners feel like they are tantalizingly close to getting access to unsupervised driving. But questions around liability are likely to continue to delay their access. In an earnings call last month, Musk said that unsupervised driving was coming when “it is legal to do so.” Asked specifically about unsupervised FSD in customer cars, he predicted it would arrive in the fourth quarter of the year.

Another threshold, or another goalpost that will inevitably move?

Follow topics and authors from this story to see more like this in your personalized homepage feed and to receive email updates.