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Self-driving & autonomous vehicles: videos Hacker News recommends
Autonomous vehicles: self-driving cars, Waymo, Tesla Autopilot and FSD, Cruise, robotaxis, perception, lidar, safety and crashes, autonomous trucks, regulation. Below: every video in this topic that at least three HN users linked with real commentary, in at least three different months (17 demos, 12 talks, 4 podcast episodes), best-scored first, with the comments on each video page.
- 17 HN recommenders 12 months 2024–2026Frequently recommended in autonomous vehicle and Waymo threads as the main counterargument, a long but worthwhile video essay on how self-driving cars could affect cities.
- 2 HN recommenders 7 months 2016–2018S SXSW · talkHN returns to it repeatedly as one of the best candid talks on how a real self-driving system sees the road and where it struggles.
- 4 HN recommenders 6 months 2020–2022M Matroid · talkHN repeatedly points to it as the best public technical overview of Tesla's FSD approach, used both to defend and to critique Tesla's progress.
- 7 HN recommenders 5 months 2019–2026HN recommends it for Hotz's reasoning on cameras versus lidar and for an opinionated, original thinker's overview of comma and openpilot.
- 6 HN recommenders 6 months 2016–2026HN cites it as a concise, well-illustrated explanation of traffic flow, in threads on congestion, self-driving cars and driving habits.
- 6 HN recommenders 4 months 2020–2026Commenters recommend it as an entertaining, wide-ranging interview, and cite it for Hotz's views on end-to-end neural-net driving.
- 3 HN recommenders 3 months 2018–2021HN commenters point to it as a candid, contrarian view of self-driving approaches and the real limits of the business.
- 3 HN recommenders 3 months 2022–2025Cited for Karpathy's first-hand explanations of camera-only self-driving, transformers and ML trends.
- 4 HN recommenders 3 months 2021–2023W WAD at CVPR · talkHN commenters cite it in Tesla threads as the primary-source explanation of why Tesla removed radar and how its vision depth estimation works.
- 3 HN recommenders 3 months 2021–2023T Tom Nicholas · commentaryHN cites it in discussions of sponsored science content and Veritasium's credibility, usually as the go-to critique.
- 3 HN recommenders 3 months 2019–2024Cited both as a primary source on Tesla's technical autonomy approach and, later, for Musk's unmet robotaxi predictions.
- 3 HN recommenders 2 months 2018–2023Pointed to during self-driving news threads as an insider view of Waymo's progress, deep learning's role and its limits.
- 2 HN recommenders 2 months 2022–2026HN uses it as primary-source evidence on how Tesla's vision-based driving stack and training pipeline work.
- 2 HN recommenders 2 months 2012–2016HN recommends it as a technical talk aimed at a real engineering audience, with live demos of perception and pre-mapped roads.
- 2 HN recommenders 2 months 2025–2026HN uses it as the reference demonstration in lidar versus camera debates, though some critics fault its methodology and style.
- 1 HN recommenders 1 months 2016M Mobileye · talkRecommended as an accessible technical explanation of Mobileye's approach, and also cited in disputes over Tesla Autopilot.
- 1 HN recommenders 1 months 2022–2023HN uses it as a widely seen, fairly balanced real-world appraisal of FSD, both for its impressive moments and for its manual takeovers.
- 1 HN recommenders 1 months 2018G Яндекс Go · demoCited as evidence that Yandex already runs capable self-driving cars in harsh weather, though some commenters doubted the footage.
- 1 HN recommenders 1 months 2017D drive.ai · demoUsed in Who's Hiring posts as the company's demo and in self-driving threads as a notable bad-weather example.
- 1 HN recommenders 1 months 2020–2024A AutoPilot Review · talkCited in self-driving threads as the source of Tesla's vision-only stance, usually to discuss or push back on it.
- 1 HN recommenders 1 months 2021–2022Y YarrowFlower · talkHN cites it as the primary source for Tesla's vision-only reasoning, LIDAR arguments and sensor fusion challenges.
- 1 HN recommenders 1 months 2019–2025HN mostly cites it as a record of Musk's self-driving claims and timelines, often sarcastically in threads about missed FSD promises.
- 1 HN recommenders 1 months 2024–2025N No Priors: AI, Machine Learning, Tech, & Startups · podcast episodeCommenters cite it for Karpathy's views on Tesla versus Waymo, neural networks as a path to AGI, and the quality of internet data for LLMs.
- 1 HN recommenders 1 months 2020–2022J JJRicks · demoHN people share it as first-hand evidence that driverless Waymo rides were already happening, including navigating a busy mall parking lot.
- 2 HN recommenders 1 months 2015–2022Used repeatedly in self-driving threads as a demonstration of how many real-world edge cases the Google/Waymo system already handled.
- 1 HN recommenders 1 months 2022–2024Cited in threads on motorcycle safety, Tesla's sensor choices and autonomous vehicles as a well-made explanation of the failure mode.
- cited 8× 0 months 2017–2020M McLovin · news clipCited as a concrete example of Autopilot's limits whenever threads debate self-driving safety and Tesla's claims.
- cited 5× 0 months 2015–2023C csatc2002 · demoCited as the canonical visualization of signal-free intersections whenever HN discusses autonomous cars and road throughput.
- cited 6× 0 months 2018–2020Cited as a reference in self-driving threads for what the car senses, such as sensor range, LIDAR and planning, although some commenters were critical of it.
- cited 5× 0 months 2022Mostly cited as a primary source for Musk's statements on self-driving and other topics, often with skepticism about his depth.
- cited 5× 0 months 2018–2023HN cites it as footage proving that autonomous driving was demonstrated in Europe decades before the current wave.
- cited 4× 0 months 2015–2016C cinder1280 · demoUsed in driver-assistance threads as an example of defeating hands-on-wheel checks on level 2 systems.
- cited 4× 0 months 2019–2021HN cites it as evidence that self-driving cars can obey traffic cops, though some call the scenario idealized.
- cited 6× 0 months 2016–2019F Fifth Gear · demoHN uses it as a real-world test of anti-collision systems in discussions of Tesla Autopilot and self-driving safety.
- cited 3× 0 months 2010–2017Cited as a simple example of automated driving maneuvers beyond what human drivers can do.
- cited 3× 0 months 2010–2018H higgums · videoHN uses it as the classic example of chaotic Indian traffic, especially in threads about self-driving cars and spontaneous order on roads.
- cited 3× 0 months 2021–2023A AutoX · demoCited as evidence that Chinese robotaxis handle difficult edge cases in self-driving debates.
- cited 4× 0 months 2017–2024F flux_capacitor · videoHN refers to it as a pop-culture picture of autonomous vehicles, not as something to watch for its content.
- cited 6× 0 months 2019–2024K Kaspars Foigts · documentaryHN commenters cite it as proof that autonomous driving was demonstrated decades before the current boom.
- cited 5× 0 months 2012–2022Cited as an early milestone of autonomous driving, and later as an example of over-optimistic timelines.
- cited 4× 0 months 2019–2021T TechCrunch · interviewCited as the source of Levandowski's remark agreeing with Elon Musk that lidar is a crutch.
- cited 20× 0 months 2021–2025Treated as a primary source on how Tesla builds its self-driving stack, cited by timestamp for transformers, synthetic data, Dojo and the humanoid bot.
- cited 11× 0 months 2020–2021L Logan LeGrand · democomma.ai repeatedly links it in its 'Who is hiring?' posts as a demo of its open source driving agent.
- cited 20× 0 months 2022–2024R RSymons “RSEV” · demoCited repeatedly in Tesla threads as concrete side-by-side evidence that Tesla's self-parking lags other manufacturers, undercutting its full self-driving claims.
- cited 3× 0 months 2017–2024C CMU Robotics Institute · news clipCited as evidence that autonomous driving has been demonstrated for decades and that progress was slow.
- cited 9× 0 months 2016–2018C C T · demoCited in Autopilot threads as an example of Tesla driver-assist systems rear-ending stationary vehicles.
- cited 4× 0 months 2018–2024A azcentral.com and The Arizona Republic · news clipHN mostly cites it critically as evidence that early Waymos drove hesitantly, though one commenter points to the full video for context on a braking incident.
- cited 10× 0 months 2021–2022HN mostly cites it as a ride-along example of driverless cars while many criticize it as sponsored content that understates limitations.
- cited 13× 0 months 2021–2024J JJRicks · demoCited in self-driving threads as a documented case of a robotaxi failing at traffic cones, with some comments also noting the support team response.
Questions
What is the most recommended self-driving & autonomous vehicles video on Hacker News?
How Self-Driving Cars will Destroy Cities (and what to do about it) by Not Just Bikes: Frequently recommended in autonomous vehicle and Waymo threads as the main counterargument, a long but worthwhile video essay on how self-driving cars could affect cities.
How is this self-driving & autonomous vehicles list ranked?
By HackerTube's score: the number of distinct months in which an HN comment recommended the video, plus half a point for every month with a strong recommendation. One viral thread counts less than steady recommendations over years.
Where do the videos come from?
From every Hacker News comment between 2007 and 2026 that linked a YouTube video, labeled by an AI model as a recommendation, a citation, a joke or a criticism. The list is published by HackerTube under ODC-By 1.0; this edition adds indexable pages and the comment context.
Video list and Hacker News comment labels from HackerTube (prompted by @karpathy), released under ODC-By 1.0, built on the open-index/hacker-news archive. Hacker News data is provided by Y Combinator; comments remain the work of their authors. Video titles, channel names and thumbnails belong to their creators and are shown via YouTube. HackerTube Watch is an unofficial edition. Data export of 2026-10-31.