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Episode 109 of The Robotics Business explores a breakthrough in medical robotics: robot arms that can tie surgical knots with human-level dexterity. Lucas and Luna discuss the research from the University of California, Berkeley, where a team led by Dr. Ken Goldberg taught a Da Vinci surgical robot to tie a perfect reef knot using deep reinforcement learning and tactile sensing. The episode covers the technical challenges—like managing suture tension and avoiding tissue damage—and the commercial implications for companies like Intuitive Surgical. Lucas explains how the system uses a 'sim-to-real' approach, training the AI on 10,000 virtual knot-tying attempts before transferring to the physical robot. Luna questions whether this will replace surgeons or just assist them. The conversation also touches on the broader trend of robots learning fine motor skills, from threading needles to tying surgical sutures, and what it means for the future of minimally invasive surgery.
#Robotics #SurgicalRobots #DaVinci #KenGoldberg #UCBerkeley #DeepReinforcementLearning #TactileSensing #MedicalRobotics #MinimallyInvasiveSurgery #RobotHands #SimToReal #IntuitiveSurgical #Automation #Business #Technology #FexingoBusiness #BusinessPodcast #RoboticsBusiness
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Episode 108 of The Robotics Business digs into a surprising new skill for robot arms: palpation. Lucas and Luna explore why manufacturing and medical-device companies are spending millions to give robots a sense of touch that mimics a doctor's fingers. The episode centers on a 2026 study from MIT's CSAIL lab where a two-fingered gripper identified silicone tumors at 97% accuracy, comparing it to the old industrial approach of just picking and placing. They discuss the hardware change — moving from rigid force-torque sensors to soft tactile arrays — and what that shift means for startups like GelSight and RightHand Robotics. The hosts also touch on the bottleneck: synthetic data for training tactile models is still expensive to generate. If this conversation is useful for what you're building or running, and it was worth a coffee to you, that link is buy me a coffee dot com slash fexingo.
#Robotics #TactileSensing #Palpation #RoboticTouch #MIT #CSAILLab #MedicalRobotics #Manufacturing #GelSight #RightHandRobotics #Startups #Automation #RoboticHands #BusinessAndTechnology #Podcast #FexingoBusiness #BusinessPodcast #RoboticsBusiness
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In this episode, Lucas and Luna explore the surprisingly delicate challenge of robotic lettuce harvesting. With labor shortages driving automation in agriculture, startups like Iron Ox and Root AI are teaching robot arms to identify, grip, and cut iceberg lettuce without bruising the crop. Lucas breaks down the physics: a lettuce head has a natural variance in weight and shape that makes traditional hard grippers useless. He explains how soft robotics companies like Soft Robotics Inc. use adaptive grippers with pneumatic fingers that conform to the vegetable's irregular form. Luna points out that the real bottleneck isn't the arm but the vision system — distinguishing ripe from unripe heads in mixed lighting conditions, a problem that cost one startup nearly two million dollars in wasted crop before they switched to hyperspectral imaging. They discuss the economics: a single robotic harvester costs around $250,000 but can replace three full-time workers per shift, with a payback period of 18 to 24 months. Lucas wraps up with a look at how this technology could reshape the fresh produce supply chain, reducing labor dependence and potentially lowering costs for consumers.
#RoboticHarvesting #AgriculturalRobots #SoftRobotics #LettuceHarvesting #IronOx #RootAI #SoftRoboticsInc #HyperspectralImaging #LaborShortage #AgTech #Automation #Business #Technology #FexingoBusiness #BusinessPodcast #RobotArms #PrecisionAgriculture #SupplyChain
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Robots are moving from the factory floor to the construction site. In this episode, Lucas and Luna explore how robot arms are learning to wire tie rebar — a physically demanding task that has resisted automation for decades. They dive into the specific challenge of rebar tying, why it's so hard for robots, and how one startup, Toggle Robotics, is using computer vision and force control to automate it. Lucas brings numbers: the global construction robotics market is projected to reach $12.7 billion by 2027, but rebar tying alone represents a $2 billion labor cost annually in the US. Luna asks the key question: can these robots actually keep up with human crews on a real jobsite? They discuss the trade-off between speed and consistency, and what this means for the future of construction labor. The episode grounds the conversation in a recent pilot project on a high-rise in San Francisco where a single robot arm tied 300 rebar intersections per hour, matching an experienced human worker. Tune in to understand why rebar tying is the next frontier for industrial robotics and what it signals for the broader automation of construction.
#ToggleRobotics #ConstructionAutomation #RebarTying #RobotArms #ComputerVision #ForceControl #IndustrialRobotics #ConstructionTech #Automation #LaborProductivity #SanFrancisco #HighRiseConstruction #RoboticsStartup #Business #Technology #FexingoBusiness #BusinessPodcast #Robotics
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Episode 105 of The Robotics Business looks at how robot arms are mastering the art of pour-over coffee brewing. Hosts Lucas and Luna examine the specific challenges of automating a craft that depends on water temperature, pour rate, and bloom timing. They discuss the case of Poursteady, a startup that built a multi-arm coffee brewer for specialty cafes, and the technical hurdles of replicating a barista's muscle memory in hardware. The episode explores why coffee brewing is a surprisingly difficult robotics problem — it involves real-time fluid dynamics feedback, precision temperature control, and delicate handling of paper filters — and what that teaches us about the limits of current automation in food service. Can a robot arm really match a human barista's consistency? And if it can, what happens to the craft coffee experience?
#RobotArms #CoffeeBrewing #PourOverCoffee #SpecialtyCoffee #Poursteady #FoodServiceRobotics #Automation #RoboticsBusiness #BusinessAndTechnology #FexingoBusiness #BusinessPodcast #IndustrialRobots #HardwareStartups #PrecisionAutomation #FluidDynamics #BaristaTech #CraftAutomation #Episode105
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Episode 104 of The Robotics Business podcast dives into how robot arms are learning to fillet salmon. Lucas and Luna explore a collaboration between the Japanese robotics startup Mujin and seafood processor Maruha Nichiro, which deployed a dual-arm system that can debone and portion a salmon in under 30 seconds. They discuss the technical challenges: soft tissue variability, knife trajectory planning, and the need for real-time force feedback. The episode also touches on the labor shortage in fish processing and why this specific use case is harder than assembling car parts. Listeners will learn why salmon fillets are a tougher problem than welding car doors.
#RobotArms #SalmonFilleting #Mujin #MaruhaNichiro #FoodProcessing #Automation #IndustrialRobots #Robotics #Business #Technology #FexingoBusiness #BusinessPodcast #RoboticsPodcast #FisheryAutomation #ForceFeedback #SoftRobotics #LaborShortage #JapanRobotics
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In this episode of The Robotics Business, Lucas and Luna explore how a surprising manufacturing bottleneck is driving the latest breakthrough in robotic manipulation: braiding fiber optic cables. Inside Corning's specialty fiber plant in upstate New York, a new generation of high-precision robot arms is taking over a task that once required skilled human hands — threading and weaving hair-thin glass strands into intricate cable bundles without breaking them. We unpack the specific challenge: fiber optic cable manufacturers are facing a 40-month order backlog driven by AI datacenter buildout and 5G densification, but the braiding step — still done by hand — has become the critical choke point. Lucas explains how the robot arm, equipped with a custom force-torque sensor and a needle-like end effector, manages to achieve the necessary one hundredth of a gram force resolution. Luna questions whether the economics pencil out: a robot arm costs roughly $85,000 upfront versus $22 per hour for a skilled braider. We also touch on an even harder problem — aluminum foil winding for high-voltage power cables — and ask whether this marks the first time robots have crossed the threshold into truly delicate materials handling.
#FiberOpticCables #RobotArms #Corning #Manufacturing #Automation #IndustrialRobotics #DelicateAssembly #AIInfrastructure #RoboticsBusiness #FexingoBusiness #BusinessPodcast #SupplyChain #Bottleneck #5G #Datacenter #RoboticsEngineering #TouchSensing #PrecisionManufacturing
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This episode explores a surprising skill for industrial robot arms: throwing objects. Lucas and Luna discuss how a team at MIT's Improbable AI Lab taught a robot arm to toss tools and sensors to precise locations, opening up new possibilities for manufacturing logistics where a robot can't reach. The key challenge is controlling release timing and spin — more physics than programming. They walk through the real-world test: a robotic arm tossing a bolt to a target 1.2 meters away with 95% accuracy. The hosts connect this to broader trends in adaptive robotics and ask whether throwing will become a standard skill in factory automation. A concrete, number-driven look at a niche capability with big implications for warehouse and construction robots.
#RobotThrowing #ImprobableAILab #MIT #IndustrialRobots #ManufacturingLogistics #AdaptiveRobotics #RobotArm #PhysicsBasedRobotics #Automation #WarehouseRobotics #ConstructionRobots #Technology #Business #Innovation #FexingoBusiness #BusinessPodcast #RoboticsBusiness #RobotSkills
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Episode 101 of The Robotics Business examines a new frontier in construction automation: robot arms learning to wire electrical outlets. Lucas and Luna explore how startups are teaching robots to strip, insert, and connect wires inside wall boxes — a task that requires precision, dexterity, and real-time error recovery. They discuss why electrical work has been resistant to automation, the role of force sensing and vision systems, and what a successful demo at a San Francisco job site means for adoption. Specific examples include ABB's YuMi dual-arm prototype and a startup called ConstructRobotics that retrofits existing robot arms with custom end-effectors. The episode covers the economics: wiring an outlet costs about $15 in labor today; a robot could cut that to $4, but the upfront investment is steep. Lucas and Luna also touch on building codes, union reactions, and whether this is a glimpse of the construction site of 2030.
#ConstructionRobotics #RobotWiring #Automation #Electrical #ABB #YuMi #ConstructRobotics #ForceSensing #MachineVision #BuildingAutomation #LaborEconomics #UnionReaction #JobSiteTech #IndustrialRobots #Startup #BusinessAndTechnology #FexingoBusiness #BusinessPodcast
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In this 100th episode, Lucas and Luna examine how robot arms are learning to drill into bone for orthopedic surgery. They focus on a specific challenge: achieving sub-millimeter accuracy in a sterile, high-stakes environment where every movement is tracked. The hosts discuss how one startup, Think Surgical, has adapted industrial robot hardware for hip and knee replacements, covering the technical hurdles of force feedback, calibration, and regulatory approval. They also touch on the cost debate — whether these systems are worth the premium for hospitals. The episode includes a brief, natural mention of listener support.
#RobotArms #SurgicalRobots #Orthopedics #ThinkSurgical #MedicalDevices #SubMillimeterAccuracy #ForceFeedback #Surgery #HipReplacement #KneeReplacement #Robotics #Automation #Business #Technology #Podcast #FexingoBusiness #BusinessPodcast #Episode100
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