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TitreDateDurée
Limitations of Robotaxi Safety Claims with Phil Koopman01 Oct 202601:03:52

A deep dive into why “AVs are safer than humans” headlines are shaky: safety studies often ignore changing software, remote-operator roles, empty-vehicle miles that reduce “injury crashes,” selective reporting, weak human-driver baselines (especially COVID-era data), and risk exported to other road users when vehicles stop or phantom brake. The big warning: past performance doesn’t prove safety at massive scale or in new cities with different conditions, and rare fatalities need far more miles to measure. Skepticism also targets closed-door industry “standards” shaping federal rules, plus quick hits on messy recall fixes, rear-camera failures, and an investigation into Comma.ai after crashes and fatalities.

Autonomous Vehicle Hotlines Fail24 Sep 202601:02:24

A driverless car wanders through a Denver farmers market, and authorities admit there’s no clear way to ticket an empty vehicle. Maybe a Geofence Notice Specification would help? Federal pedestrian-protection results look grim for U.S. automakers, with most qualifying models coming from Asian brands. Emergency hotlines for self-driving operators often fail, raising doubts about remote help and the need for passenger emergency controls. Concerns over reclined or rotated seating in future AVs plus recalls

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America needs fat dummies17 Sep 202601:05:56

Federal crash tests still rely on a 5’9”, 170‑lb male dummy, leaving heavier, taller, older, and many female body types underrepresented while better (but pricier) sensor-rich dummies exist. Europe pushes intelligent speed assistance and even satellite enforcement, but accuracy, hacking, and real-world driving edge cases raise concerns. Waymo drew dozens of police calls and now touts a new compute chip, prompting worries about revalidating safety and cosmic-ray-induced electronic upsets without strong standards. GM gets heat for cheap backseat “kid reminder” software instead of true presence detection. Tesla takes hits for reckless FSD hype and rising crash reports. A banned counterfeit Chinese airbag inflator claims an 11th life. Recalls: Ford F‑150 fuel tank straps, Toyota C‑HR overcharge shutdown, Ford Bronco curtain-airbag burr.

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Cybercab Chaos10 Sep 202601:00:40

This week we're joined by former NASA engineer Chris Chamberlin to discuss oil changes. But first it's Tesla’s steering-wheel-free Cybercab rolls out while claiming self-certified compliance, prompting regulators to probe how it could possibly meet federal safety standards despite missing basics like pedals and mirrors. Their emergency responder guide is mocked as wildly impractical: flatbed-only towing, badge-to-camera verification, jumpstarting low-voltage power to open the hood, heavy “guillotine” doors, and battery fires needing 3,000–8,000 gallons of water. The discussion compares lax autonomous-vehicle oversight to NASA-style “test what you fly,” then detours into shuttle-era lubricant analysis and why oil-change intervals are oversold. Recalls cover Jeep coil springs and rear-camera software failures in Ram and Outlander.

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Exploding Sunroofs03 Sep 202600:58:03

We look at why sunroofs can shatter—debris, temperature swings, or defects—and why switching to laminated glass could worsen escape in a crash. Telematics data suggests cell phone use before crashes is far higher than police reports indicate, though navigation may muddy the numbers. A Waymo collision shows the robot kept driving to a safer pull-over, while Tesla’s “FSD Lite” on older hardware is criticized after plowing over a large log. A federal reporting quirk can miss robotaxi hard-braking injuries without a crash, fueling calls for near-miss reporting. Also: eBay bans airbag listings, a fuel-economy rollback is blasted, “rest-in-red” lights reward slow drivers, Singapore caps car ownership, and major recalls hit Chrysler, Kia, Britax, Lucid, and Ford.

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China: Leading in safety27 Aug 202601:03:39

China orders a 4.3 million-vehicle recall over hard-to-find manual door releases and plans to ban certain electronic door-handle designs by 2027, highlighting faster safety rulemaking than U.S. regulators. Rosy claims about robotaxi safety and affordability are mocked as PR, with criticism of redacted crash disclosures and “shill” tech journalism. A GM blind-spot issue is blasted as a mere service bulletin, and a GM EV brake problem sits in investigation.

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Waymo is 5.5 times worse than a human driver20 Aug 202601:12:44

Privacy-troubled license-plate readers promise shorter data retention while still ripe for abuse, and “park outside” warnings highlight how always-on electronics can spark garage fires. Backup cameras have triggered recalls across over 20 million vehicles. Zoox’s safety claims lack numbers and has 123 autonomous-mode collisions logged, Tesla’s steering-wheel-free Cybercab talk is called nonsense, and Waymo’s expansion is criticized as ignoring local opposition, with a data-based claim it’s far more hazardous than comparable human-driven cars.

Flock Cameras, Duct Tape and People are Safer than Waymo13 Aug 202601:06:39

A loose plastic body panel sparks a debate: glue is a hidden, warranty-voiding headache, while tape is visible and replaceable. Flock license-plate cameras—useful for stopping theft, but ripe for stalking, bad data, and misuse, prompting calls for audits and safeguards and even contract drops like the LAPD’s. Auto insurers get roasted for denying more liability claims and for “household member” technicalities that can zero out coverage. Waymo takes heat for secrecy, arbitration-heavy terms, liability limits, remote assistance delays, and “superhuman” hype, plus news it’s importing Chinese Zeekr vans. Recalls: Chrysler seat belt retractors, Toyota blank instrument displays, Tesla headlamp glare, Rivian turn signals.

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Zoox and NHTSA sitting in a tree...06 Aug 202601:09:06

A sharp, skeptical rundown of how federal regulators are easing the path for autonomous vehicles—highlighting a Zoox exemption from key occupant-protection standards, a thinly funded industry-led push for AV “performance standards,” and a Congress bill framed as safety but criticized as preempting state oversight. Plus a “freedom cars” proposal to block mandates for connectivity. We argue that privacy should be fixed by banning data sales, not by ditching safety-enabling tech. Real-world robotaxi risks for blind minors and riders with mobility issues get spotlighted, plus more and recalls.

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Navigating Autonomous Risks30 Jul 202601:10:26

Regulators are starting work on new car-door escape rules after reports of people trapped and killed in Teslas when electric latches fail, but the issue wasn’t treated as a defect requiring a recall. The conversation also blasts Tesla’s vision-only approach as NHTSA seeks an internal “Radar Saves Us” document, and argues AVs operate in a standards-free Wild West. California lawmakers push bills to force robotaxis to cooperate with first responders and allow geofencing. Waymo’s “safer than humans” claim is picked apart for shaky data and missing confidence levels. Backup cameras are praised for cutting child backover injuries and deaths, even as recalls pile up—especially Ford’s.

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Emergency! Robotaxis in the Way.23 Jul 202601:04:36

Robotaxis rack up clashes with first responders in Austin, and the “training” offered is click-through PR. A critique argues autonomous-vehicle safety isn’t comparable to medicine because AVs lack rigorous independent certification, accountability, and transparency, and “edge cases” are really unsafe control failures. Tesla’s remote assistance reportedly drove a robotaxi into a stump, raising doubts about remote driving and camera-only sensing. DC debates highlight equity claims for blind riders alongside safety and exploitation risks Plus Recalls!

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Edge Cases with Phil Koopman16 Jul 202600:58:26

Phil Koopman is back. Federal regulators warned autonomous vehicle operators to fix dangerous interactions with first responders and promised meetings and recall pressure, sparking debate over NHTSA’s limited tools and the need to preserve state enforcement of driving behavior. A deep dive reframed “edge cases” as situations vehicles aren’t trained to handle—often not rare and sometimes severe—arguing geofencing and databases aren’t foolproof, while remote assistance looks like a permanent crutch with its own failure modes. There’s also a bright congestion-pricing win in NYC for ambulance times, plus recalls for Kia Telluride fire risk, Honda Odyssey camera corrosion, and Ram 1500 headlamp flicker.

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Waymo's Firework Fiasco09 Jul 202601:08:25

Waymo has a rough July 4th in San Francisco: robotaxis roll over live fireworks, one catches fire, and a traffic jam forms with a long line of stalled vehicles; in another case, two 15-year-olds ride one while allegedly drinking and shooting projectiles.

A Tesla Semi crash kills two people, raising questions about automatic emergency braking and driver monitoring, while regulators still lack a finalized heavy-truck AEB standard. A deep dive celebrates the right-edge white line’s safety history, then critiques “independent” AV safety reviews and rosy government messaging. A model argues broad deployment of proven safety tech (AEB, speed assistance, alcohol detection) beats AV hype. Recalls cover Ford pedestrian sounds, Mach‑E differential failure, Mustang wiper glitches, and a GM third-row power-fold seat hazard.

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More links on the site.

We don't need no stinkin' brake pedals02 Jul 202601:04:51

Regulators consider letting self-driving vehicles skip manual brake pedals—raising alarms about emergencies and unproven safety metrics. Tesla settles a deadly crash case as critics blast BS safety claims. Meanwhile, “quality” awards and China-car fearmongering get called out, Nvidia’s robotaxi safety talk is vague, steering-wheel “bling” is warned to turn airbags into shrapnel and recalls hit Hyundai, GM, Toyota/Subaru, and Ford.

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Ford's Record Recall Marathon25 Jun 202601:06:43

A New York Times deep dive ties the rise of huge pickups and SUVs to pedestrian deaths, spotlighting poor visibility and high hoods that “punt” people into a run-over path, while lawmakers push the Pedestrian Protection Act to force tougher federal scrutiny and consumer ratings. Automakers deflect toward road design and hype pedestrian-braking tech even as industry fights related rules. A fatal high-speed Tesla crash raises questions about driver-assist overrides, data transparency, and whether automation breeds complacency. A peer-reviewed argument says “edge cases” are inevitable in AI cars because testing every failure combination is impossible. Meanwhile: Waymo recalls, GM revives autonomy ambitions, and Ford unleashes a blizzard of recalls—many fixing earlier failed fixes.

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More recalls on the website.

Cathie Wood: Fraud or Fool?18 Jun 202600:53:45

A roast of autonomous-vehicle hype calls out bold Tesla/robotaxi cost and safety claims as unsupported, then shifts to California’s proposed replacement-tire efficiency rules and the tradeoffs between fuel economy, tread life, and tire waste. A wider look at big-profit SUVs and a snarky take on banning Chinese “surveillance” cars leads into why the EU’s AI Act matters—and what it may still miss on inspection and validation. A deep dive explains how GNSS/GPS can be jammed or spoofed, creating serious self-driving risk. The mood turns grim with a spike in driveway front-over/back-over child deaths tied to huge blind zones, then ends with road-rage stats and Arkansas taking the dubious crown.

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Texas mandates seat belts but forgets the funding11 Jun 202601:03:24

The “magic” Donut Labs battery gets debunked as ordinary lithium‑ion, tied to a crowdfunding-fueled scam with big promises and no manufactured cells, while real solid-state progress is still coming from major automakers. Americans are keeping cars longer (now ~13 years), slowing the spread of safety tech like advanced AEB. Driverless delivery trucks tout reliability and UL 4600 talk, but robotaxis draw scrutiny for safety claims, red-light issues, and a stalled vehicle that delayed firefighters. Zoox safety marketing and exemptions get criticized, Texas is dragged for an unfunded school-bus seatbelt mandate, liquid hydrogen gets a quick reality check, and multiple recalls hit seatbelts, moonroofs, and fire risks (Jeep, Pacifica PHEV).

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https://electrek.co/2026/06/08/donut-lab-solid-state-battery-exposed-lithium-ion-fraud/

https://www.wsj.com/business/autos/americans-are-keeping-their-cars-longer-than-ever-and-remaking-the-auto-industry-c169e494

https://www.wsj.com/business/logistics/driverless-trucks-pepsico-texas-arizona-arkansas-ee4495f0?mod=hp_lead_pos11

https://edition.cnn.com/us/waymo-robotaxis-safety-invs

https://www.yahoo.com/news/videos/bodycam-shows-cop-trying-move-102600011.html

https://abc13.com/post/texas-school-districts-struggling-costs-complying-bus-seatbelt-law/19235825/

https://static.nhtsa.gov/odi/rcl/2026/RCLRPT-26V356-0668.pdf

https://static.nhtsa.gov/odi/rcl/2026/RCLRPT-26V344-7460.pdf

https://static.nhtsa.gov/odi/rcl/2026/RCLRPT-26V346-4589.pdf

https://static.nhtsa.gov/odi/rcl/2026/RCLRPT-26V363-5757.pdf

https://static.nhtsa.gov/odi/rcl/2026/RCLRPT-26V362-0804.pdf

Tesla's Unusual Detours, the Misplaced Panic of Kill Switches, and AV Trucking Truths04 Jun 202601:09:50

A whirlwind tour of automotive chaos: skepticism toward bold self-driving claims and cherry-picked safety stats, a Tesla crash into a California home, and BYD promising to cover liability when its driver-assist is used “properly.” The discussion also torches rosy “facts” from the autonomous trucking lobby, argues drunk-driving prevention tech isn’t a privacy apocalypse, and flags “zero-gravity” seats as a potential safety risk. A battery deep-dive compares energy density, charging, lifespan, and unanswered cost questions. Recalls roll in for Ford suspension joints, Toyota dashboards, Honda seat sensors affecting airbags, Nissan blank instrument clusters, and GM airbag inflators with rupture risk.

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Autonomous Adjacent Vehicles28 May 202601:05:37

Waymo’s “final remedy” for flooded roads amounts to geofencing around flash-flood warnings, raising doubts about sensor limits, end-to-end AI hype, and slow remote assistance—especially after a robotaxi reportedly sped through a freeway construction zone with police chasing it, prompting a temporary freeway pause. AV's need to identify themselves to other road users.

Tesla is criticized for selectively unredacting crash narratives, Uber is accused of pushing liability limits and manipulating self-insurance to bankroll AV expansion, plus more and recalls.

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Super Speeders, Waymo and Water Hazards plus Dangerous Ads21 May 202600:56:38

Car ads keep glorifying speed while broadcast rules obsess over seat belts and ignore speeding, and horsepower hype is called mostly useless for real driving. In Europe, some brands accept lower Euro NCAP scores—often split by trim and optional safety packs—while U.S. ratings feel like everyone gets five stars as testing lags and funding stays thin. A federal bill would tack on an annual EV fee to help pay for roads. Waymo's earn side-eye for flooding blunders, blocking fire stations, and questionable “evidence” from a doctor-backed pro-AV letter, while bold promises claim humans will barely drive in 10 years. NYC may force repeat speed-camera offenders to install GPS-based speed limiters with a daily fee. Recalls include Jeep Cherokee rollaway risk, Tesla and Mercedes display/camera glitches, plus Waymo flood-response issues, and an AV Ride probe for crashes and red-light behavior.

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Churning the Nonsense: The Waymo files30 Apr 202601:04:16

A flood sweeps away Waymo's in San Antonio and we dig into safety claims, and why they really don't get tickets. Zook's terms are flagged for burying major warnings, forcing arbitration, and capping liability. Lawmakers are criticized for framing alcohol-impairment prevention tech as “surveillance” while carmakers already monetize driver data. Plus NHTSA is underfunded truck-safety oversight, Tesla’s retrofits for “full self-driving,” police pursuit tech like grapplers and drones, and a batch of recalls from Ford, Volkswagen/Audi, and Jaguar Land Rover.

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Chameleon Carriers, "Slammers", Waymo and Tesla. Is there anywhere safe to drive?23 Apr 202601:04:48

A New Orleans scheme staged “slammer” crashes into 18-wheelers to cash in on big insurance, spotlighting why dash cams and truck cameras matter and how fraud raises costs for everyone. Regulators also keep letting dangerous “chameleon” trucking companies rebrand and roll on, even with glaring red flags. Meanwhile, phantom braking drama shows how widespread driver-assist tech still lacks strong standards before 2029. Self-driving hype gets shredded over remote supervision, shaky safety claims, and lawsuits over undelivered promises—followed by a grab bag of major recalls from Ford, Honda, Kia/Hyundai, and Ram.

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Automated Gullibility16 Apr 202601:00:32

A wide-ranging safety rant links soaring car prices and shrinking fuel economy to policy shifts, then flirts with a fix: let Chinese automakers compete—if they build in the U.S., ditch subsidies, and address cybersecurity. "Ghost” trucking fleets game DOT numbers to erase violations and push unsafe hours, begging for tighter oversight. Europe’s tiny Tesla FSD “quiz” gets mocked as flimsy liability theater, while both Musk and Waymo safety boasts are slammed as data-cherry-picking. Bright spot: $50M for ambulance blood transfusions at crash scenes. Bonus tips: carry a car fire extinguisher.

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Speed cameras, AV regulations and Waymo fails09 Apr 202601:02:46

DC speed cameras nail extreme “super violators,” but out-of-state tags and “it wasn’t me driving” excuses help offenders dodge consequences. Autonomous-vehicle companies are accused of misleading lawmakers by touting tiny “latency” numbers while downplaying real-world delays from human-in-the-loop remote operations and refusing to reveal how often remote operators intervene. New traffic-fatality estimates show improvement from the COVID spike, but officials are criticized for taking credit while skipping key tech rules on distraction, impairment, and speed limiting. NTSB warns hands-off systems like Ford BlueCruise can fuel complacency and misuse, urges better driver monitoring, speed limits for automation, and stronger crash data collection. Plus: Colorado’s average-speed cameras, Waymo wrong-way school/drive-thru blunders and more.

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Human in the loop and better dummies02 Apr 202601:09:00

IIHS data shows bundled driver-assistance features like automatic emergency braking, lane support, and rear AEB cut crash claims, even if repairs cost more. It would be great if there were federal standards. New crash-test rules leave Detroit brands behind, while a NYTimes video on women’s higher crash risk highlights the long-standing male-biased dummy problem and the need for more funding, better testing, and improved simulation models. Gaslights, NYC congestion pricing success, 12V vs 48V electrical systems, Nissan Leaf app shutdown anger, and recalls from Hyundai, Toyota and Jeep.

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Arrest that computer driver!?!? With Phil Koopman.26 Mar 202601:13:09

This week we're joined by Phil Koopman. We dig into Waymo’s safety claims, noting outdated or unsupported references, shifting software stacks, and metrics that can look better simply because vehicles crash while empty. Plus we highlight regulatory and liability gray zones, arguing “remote assistance” still makes safety-critical driving decisions while industry language tries to make nobody accountable, and warns proposed laws could label the ADS as the “driver.” Other topics include a complaint alleging unaccompanied minors ride in AVs, a wrong-way AV incident, rosy media takes on UK AVs, Tesla Semi hype and recalls/investigations involving power seats, rear cameras, and Tesla FSD in poor visibility.

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Waymo's People Problem19 Mar 202601:04:18
How AV companies are stalling—and not just their cars!12 Mar 202600:57:47

The NTSB investigation of a Santa Monica school-zone crash raises questions about remote “assistance” that looks like a human driving task, while San Francisco records show robotaxis stalling and turning police and firefighters into unpaid roadside help. We dismantles media claims that AVs are clearly safer, arguing the cited studies rely on old, limited Waymo data, questionable benchmarks, and company-authored “peer review.” Fear mongering around driver monitoring, Tesla and railroads, recalls and more.

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Waymo's Failed U-turn: A Spin on an Emergency05 Mar 202601:02:31
Sue the Computer?26 Feb 202601:01:45
Big Brother Doesn't Want to Watch You19 Feb 202600:58:13
The Great Debate: Automated Vehicles and Human Responsibility12 Feb 202601:01:27
Suddenly Unavoidable, a AV PR story.05 Feb 202601:09:25
Terms of Service - we read them so you don't have to.29 Jan 202600:53:32

This week we pushed through the muck that is the Terms of Service for Uber, Waymo and Tesla's Robo-Taxi. In summary you are agreeing to give up your rights, likeness and dignity just so you can ride in a car without a human behind the wheel. Strange times.

Auto Safety Isn't the Expensive Part22 Jan 202601:03:12
The time is now! Unless it's then.15 Jan 202601:01:51

Anthony says don't get into a Tesla because of their manual door release mechanisms make it "difficult" to escape. New legislative efforts are highlighted, which aim to standardize electric door latch locations. The team also critiques an autonomous driving bill opposed due to its impacts on state regulations and consumer protections. Insight is shared on the push for better automatic emergency braking systems, including the importance of detecting diverse road users. The conversation covers the dangers of AI assistance in cars, privacy issues, and the push to bring back physical buttons for essential controls. Recalls from Volvo and Rivian spotlight the continuing challenges in vehicle safety.

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Moral Crumple Zones and the Magic of Autonomous Vehicles08 Jan 202600:54:33
Your robo-taxi won't clean itself, close it's door or tell you the truth.01 Jan 202601:04:04
Waymo's Woes, Tesla's Troubles and more auto safety news.25 Dec 202501:07:23

A power outage leaves Waymo's stranded physically and metaphorically as they, in our opinion, try to figure out who to blame. Tesla is finally told they cannot use the term "autopilot" to sell a feature that is not "autopilot". Uber doesn't seem to care if they hire criminals, New Hampshire thinks safety inspections are no longer needed and some Senators try to make autonomous vehicles stick to an operating design domain. Plus recalls.

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Pin the tail on the Bullshit18 Dec 202501:01:43
Waymo has the best PR11 Dec 202500:57:50

The auto industry still doesn't like AEB and listeners have a cynical take on why. Waymo has the best PR and enlists a doctor/investor to carry water for them. And Waymo can't understand school bus stop signs in Texas. Maybe move some of that PR money to safety engineering? Elon encourages his customer to break the law and Hyundai has a unique recall.

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Crash test dummy's, Congressional dummies and ohh look AI04 Dec 202501:07:52
Re-run: Artificial Intelligence and Auto Safety with Phil Koopman – Part 227 Nov 202500:27:07

This is a re-run of an episode we did with Phil Koopman from last July. Still worthy of a listen. The original show notes are here:

https://www.autosafety.org/podcast/artificial-intelligence-and-auto-safety-with-phil-koopman-part-2/

Autonomous Ambitions or Delusions?20 Nov 202501:04:34
Hands free? Not safe for thee.13 Nov 202501:08:23
The Ultimate Gaslight: Sudden Unintended Acceleration06 Nov 202501:03:39

Phil Koopman joins us to win the Lifetime Achievement Award for Gaslight Nominee with Sudden Unintended Acceleration. From the Audi 5000 to Tesla, Phil walks us through the nonsense that it's always the humans fault and instead explains how bad hardware and software engineering has led to many of these dangerous situations.

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Are other drivers safe? Warning other road users about your distractions.30 Oct 202501:02:13
Breaking the law... and the AV's that get away with it.23 Oct 202501:06:12
Tesla Troubles and Secret The Communists Among Us16 Oct 202501:03:08
Zoox, Drunk Driving tech and those pesky door handles09 Oct 202501:03:23
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