Episodes

  • How Autonomous Vehicles Are Handling Highway Merges

    How Autonomous Vehicles Are Handling Highway Merges
    Jun 15 2026
    Lucas and Luna dive into one of the hardest remaining challenges for self-driving cars: highway merging. They break down why the problem is harder than it looks, how Tesla and Waymo approach it differently, and what a new dataset from the University of Michigan reveals about merge failures. Lucas shares a specific stat: 8 percent of all autonomous vehicle disengagements happen at merge points, according to a 2025 study by the University of Michigan. They also discuss the tension between aggressive and conservative merge strategies, and how the industry is starting to use reinforcement learning to teach cars to negotiate like humans. No fluff, just the mechanics of a tricky driving maneuver. #AutonomousVehicles #SelfDrivingCars #HighwayMerges #Tesla #Waymo #Cruise #MachineLearning #ReinforcementLearning #UniversityOfMichigan #Disengagements #AlexKendall #Safety #Technology #Business #FexingoBusiness #BusinessPodcast #LucasAndLuna #DrivingBehavior Keep every episode free: buymeacoffee.com/fexingo
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    11 mins
  • How Autonomous Vehicles Learn to Read Hand Signals

    How Autonomous Vehicles Learn to Read Hand Signals
    Jun 14 2026
    Episode 51 of Autonomous Vehicles Business with Fexingo. Lucas and Luna dive into one of the hardest unsolved problems in self-driving: interpreting human hand signals and gestures. From police officers directing traffic in construction zones to cyclists pointing at hazards, today's autonomous systems struggle with non-verbal communication that humans handle instinctively. Lucas breaks down the specific challenges — like the difference between a 'stop' hand and a 'wave-through' — and how companies like Waymo and Aurora are using computer vision models trained on thousands of hours of real-world gesture data. They also discuss a surprising case study from Japan, where a local AV startup is mapping the country's unique hand-signal culture. If you've ever wondered why self-driving cars still hesitate at four-way stops when a human is waving, this episode explains exactly why. #AutonomousVehicles #SelfDrivingCars #ComputerVision #GestureRecognition #Waymo #Aurora #HandSignals #TrafficSafety #AVTechnology #MachineLearning #ConstructionZones #CyclistSafety #HumanRobotInteraction #JapanAV #AutonomousTrucks #BusinessPodcast #FexingoBusiness #Technology Keep every episode free: buymeacoffee.com/fexingo
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    9 mins
  • How Autonomous Vehicles Are Learning to Navigate Roundabouts

    How Autonomous Vehicles Are Learning to Navigate Roundabouts
    Jun 14 2026
    Episode 50 of Autonomous Vehicles Business takes on the humble roundabout. Lucas and Luna explain why these simple traffic circles are surprisingly hard for self-driving systems, what sensor fusion breakthroughs are finally solving the problem, and how a pilot in Carmel, Indiana is turning a roundabout-rich suburb into a proving ground. With context from Tesla's recent Lidar pivot and Waymo's expanded testing in European-style junctions, this episode drills into one specific infrastructure challenge that's kept autonomous vehicles off suburban streets longer than most people realize. Data points include Waymo's 2025 roundabout disengagement rate and the $2.1 million federal grant funding the Carmel project. #AutonomousVehicles #Roundabouts #SelfDrivingCars #Waymo #Tesla #CarmelIndiana #SensorFusion #Lidar #AutonomousDriving #TrafficEngineering #Business #Technology #FexingoBusiness #BusinessPodcast #AVSafety #Infrastructure #SuburbanMobility #Episode50 Keep every episode free: buymeacoffee.com/fexingo
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    8 mins
  • How Autonomous Vehicles Learn to Navigate Construction Zones

    How Autonomous Vehicles Learn to Navigate Construction Zones
    Jun 13 2026
    Construction zones are one of the hardest edge cases for autonomous vehicles. In this episode, Lucas and Luna explore how AV companies are teaching their systems to read temporary signage, adapt to changing lane geometry, and interpret hand signals from flaggers. They look at real-world data from Waymo and Aurora Innovation, discuss why lidar alone isn't enough, and explain the role of transformer-based AI models in handling these unpredictable environments. If you've ever wondered why robotaxis still struggle with orange cones and blinking arrow boards, this episode breaks down the specific engineering challenges and the progress being made in mid-2026. #AutonomousVehicles #SelfDrivingCars #ConstructionZones #AVSafety #Waymo #AuroraInnovation #Lidar #AI #EdgeCases #Robotaxis #AutonomousTrucks #TrafficManagement #TransformerModels #BusinessAndTechnology #FexingoBusiness #BusinessPodcast #TechPodcast #EngineeringChallenges Keep every episode free: buymeacoffee.com/fexingo
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    10 mins
  • How Autonomous Vehicles Are Learning to Read Construction Signs

    How Autonomous Vehicles Are Learning to Read Construction Signs
    Jun 13 2026
    Lucas and Luna explain why temporary construction signage remains one of the hardest unsolved problems for self-driving systems. Drawing on a recent study from the University of Michigan showing that over 40% of work-zone signs are misread by current camera-and-LiDAR perception stacks, they walk through the specific failure modes: non-standard placement, handwritten plywood signs, and variable message boards that flicker. They discuss how Waymo and Aurora are tackling the problem with dedicated sign-classifier models and map-layer overrides, and why the 2026 U.S. infrastructure bill's work-zone safety mandate may force a faster timeline. Also: the surprising cost of fixing the issue and what it means for autonomous trucking timelines on highway corridors. #AutonomousVehicles #SelfDrivingCars #AutonomousTrucks #Waymo #Aurora #PerceptionTech #ConstructionZones #WorkZoneSafety #InfrastructureBill #UniversityOfMichigan #LiDAR #CameraVision #AVSafety #BusinessPodcast #Business #Technology #FexingoBusiness #AutonomousVehiclesBusiness Keep every episode free: buymeacoffee.com/fexingo
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    9 mins
  • How NASA Data Is Training Autonomous Vehicles for Extreme Terrain

    How NASA Data Is Training Autonomous Vehicles for Extreme Terrain
    Jun 12 2026
    In this episode of Autonomous Vehicles Business, Lucas and Luna dig into a surprising new training dataset for self-driving systems: satellite and terrain data from NASA and geological surveys. They explore how companies like Waymo and a startup called OffMap are using publicly available land-cover maps and LiDAR scans to teach autonomous vehicles to handle unpaved roads, construction zones, and off-road delivery routes. Lucas points out that this approach could slash mapping costs by up to 40 percent, while Luna questions whether satellite resolution is enough for safety-critical decisions. They touch on the broader implications for rural autonomy and last-mile logistics in areas without high-definition street maps. The hosts also tie in recent market moves: Tesla's flat performance and the DRIV ETF's slight uptick suggest investors are watching for cost breakthroughs. A thoughtful episode for anyone interested in how autonomous vehicles are learning to navigate beyond the suburbs. #AutonomousVehicles #NASA #SatelliteData #LiDAR #Waymo #OffMap #SelfDrivingCars #AutonomousTrucks #ExtremeTerrain #Mapping #RuralAutonomy #LastMileDelivery #Business #Technology #FexingoBusiness #BusinessPodcast #AutonomousVehiclesBusiness #SelfDrivingTech Keep every episode free: buymeacoffee.com/fexingo
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    10 mins
  • How Autonomous Vehicles Are Changing Parking Garage Design

    How Autonomous Vehicles Are Changing Parking Garage Design
    Jun 12 2026
    Episode 46 of Autonomous Vehicles Business with Fexingo looks at how self-driving cars are forcing architects to rethink parking garages. With AV fleets needing drop-off zones, charging hubs, and minimal space, developers are converting old garages into mixed-use spaces. Lucas and Luna break down the numbers: a typical garage can lose 30% of its capacity once redesigned for AVs, but gains efficiency in traffic flow. They discuss real projects in San Francisco and Austin, and tie in new data on Rivian and Tesla stock moves. If you're in real estate or urban planning, this episode offers a concrete look at how AVs are reshaping concrete. #AutonomousVehicles #ParkingGarages #UrbanDesign #RealEstate #SelfDrivingCars #FleetOperations #ChargingInfrastructure #MixedUseDevelopment #Rivian #Tesla #StockMarket #Business #Technology #FutureOfMobility #ParkingDesign #AVInfrastructure #FexingoBusiness #BusinessPodcast Keep every episode free: buymeacoffee.com/fexingo
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    8 mins
  • How Autonomous Vehicles Are Redesigning Traffic Lights

    How Autonomous Vehicles Are Redesigning Traffic Lights
    Jun 11 2026
    Episode 45 of Autonomous Vehicles Business dives into a quiet revolution: traffic signals that talk to self-driving cars. Lucas and Luna break down how cities like Pittsburgh and Las Vegas are testing 'V2I' (vehicle-to-infrastructure) systems that let autonomous vehicles request green lights, reduce idling, and cut intersection crashes by up to 40 percent. They reference real data — Tesla trading at $399, Rivian down 5 percent — and explain why this shift matters for commuters, city budgets, and delivery fleets. The episode also touches on the hidden cost: retrofitting signals costs $10,000 per intersection, and who pays that bill is still up for debate. If you think autonomous vehicles are just about sensors and software, this angle shows the infrastructure piece most coverage misses. Plus, a brief listener-support moment that keeps the show ad-free. #AutonomousVehicles #TrafficLights #V2I #SmartInfrastructure #SelfDrivingCars #Pittsburgh #LasVegas #Tesla #Rivian #CityPlanning #TransportationTech #BusinessAndTechnology #FexingoBusiness #BusinessPodcast #FutureOfMobility #IntersectionSafety #TrafficOptimization #AutonomousTrucks Keep every episode free: buymeacoffee.com/fexingo
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    11 mins