Automate It: A Robotics Podcast

Polymath Robotics
  • 4.7 (10)
  • Technology

Each week, the co-founders of Polymath Robotics sit down to give you the inside scoop on the robotics industry. They'll share war stories, weird facts, and little-known approaches to working with robots (with a special focus on autonomous vehicles). About the hosts: Stefan Seltz-Axmacher is the CEO of Polymath Robotics, and is best known as the founder of Starsky Robotics, an early autonomous trucking pioneer. Ilia Baranov, CTO, was employee # 10 at Clearpath Robotics, has led teams at Amazon's home robot division, and owned the ROS repo after Willow Garage shut down.

  1. Sep 18

    Ep 66 - Pulsar Localization & Digit's Digits

    Two episodes in two weeks!This week's robot invention: a cuttlefish-shaped maintenance drone that has to navigate around a featureless alien sphere at a good fraction of light speed, localizing off pulsars alone. Stefan thinks four pulsars gets you within a couple of meters. Ilia brings up the Rayleigh limit, kilohertz flicker rates, and special and general relativity, and lands on the uncomfortable conclusion that the best positioning system for a ship on a known trajectory is a very good clock. Project Stargazer, obviously. Also: why every sci-fi ship where the stars visibly move is breaking the speed of light, and why localization stays unsolved even in the far future.Then the main topic: the numbers behind Agility Robotics' Digit. Agility is SPACing off roughly $1.8M in 2025 revenue, with a prospectus that assumes hundreds of thousands of humanoids in warehouses where the hourly math doesn't beat a human on a bagel and a coffee. From there, a tour through the autonomous trucking SPACs (Aurora at ~1,400x revenue while burning about a billion a year, Kodiak, Plus, Embark, TuSimple) and how they actually turned out. Stefan explains why AI labs get infinite multiples until the moment they start selling something, why VCs writing $25M checks can't possibly be experts in the thing they're funding, and why a pre-product company pitching a TED talk out-raises one with customers.Closing argument: if you're at a well-funded humanoid company and you don't open source key parts of what you build, you're kind of a dick. Most of these codebases will die with the company. Cruise gave us Foxglove. What will you leave behind?Total rosbag t-shirts now available. Profits go to the Open Source Robotics Alliance. Drop a comment for the link.

  2. Sep 8

    Ep 65 - Why Don’t Robots Have an Off Switch?

    In Ep 65 of Automate It, Stefan and Ilia ask a deceptively simple question: how hard can it be to put a big red stop button on a robot? But first, they play the Robot Invention Game and draw synthetic training data for offshore wind farms, which somehow turns into humanoid maintenance robots living inside wind turbines, six-armed monkeys that plug themselves into the walls for power, and the unfortunately named “Whirly Gig.” Then, they dig into something slightly more consequential: robot safety. Ilia introduces the Open Source Safety Consortium and Polymath’s new open-source protective stop, designed to safely stop robots anywhere from 20 feet to 3,000 miles away. They get into why traditional e-stops break down for autonomous vehicles and humanoids, why a networked safety button is much harder than it sounds, the black channel principle, and why Polymath is open-sourcing not just the hardware and software, but the certification process itself. Plus: why robots at trade shows with no off switch are terrifying, why safety should work more like encryption and Linux, and why there really is no excuse for an unstoppable robot when the fix can cost less than $200. If you're into robotics, open source, safety systems, offshore wind farms, or just want to know why the emergency stop button is sometimes located directly inside the robot's kill zone, this one's for you.

  3. May 22

    Ep 64 – We're Back, the HOA Called, and Claude Code Changed Everything

    In Ep 64 of Automate It, Stefan and Ilia are back after seven months in the trenches closing and delivering Polymath's biggest deal yet — and oh boy do they have thoughts. But first, they play the robot invention game, dreaming up a dystopian HOA enforcement drone that patrols your neighborhood for shutter color violations, checks your grass height with lasers, and may or may not have a paintball gun attached. You're welcome, homeowners associations everywhere. Then, the guys catch up on everything that's changed since October: why closing a company changing deal is harder than building the robots, what Claude Code actually is and isn't good for, and why the real industrial revolution (you know, the one Henry Ford started) never made it outdoors. Plus: why fake startups with great fundraising videos keep out-raising real ones, and what it would actually take to run a lights out facility. If you're into robotics, startup war stories, dystopian surveillance tech, or just want to know why Stefan spent 60 hours building a calendaring tool, this one's for you.

  4. 10/08/2025

    Ep 63 – Robots, Cells, and the FDA with Fred Parietti of Multiply Labs

    In ep 62 of Automate It, Stefan and Ilia sit down with Fred Parietti of Multiply Labs to talk about the wild intersection of robotics and biology – from personalized pills to robots making cell therapies. They dig into why $500K cell therapies still rely on manual, error-prone lab work, how biology’s “black magic” makes automation nearly impossible, and what it takes to build robots that can work in sterile clean rooms. Along the way, Fred explains why the FDA isn’t the villain everyone assumes, why supplements crushed his soul, and how learning from video demos might finally teach robots the unteachable. It’s a journey through biotech’s artisanal chaos, startup pivots, and the strange joy of realizing your robots are better suited for cell therapy than Instagram. If you’re into robotics, biotech, startup war stories, or just want to hear Ilia out himself as an actual cyborg, this one’s for you.

  5. 08/21/2025

    Ep 62 – The Billion-Dollar Blind Spot in Enterprise Robotics

    In Ep 62 of Automate It, Stefan and Ilia imagine a fleet of LLM-powered “Robot Ranger 3000” dog bots to track and protect endangered deer, complete with battery swaps, forest-wide power cables, and some very questionable AI decisions. Then, they dig into the real challenges of enterprise robotics — from integrating with decades-old IT systems to why autonomy is the key to efficiency in mining and agriculture. They also share how fundraising doubles as a sales tactic and why trillion dollar industries still fly under Silicon Valley’s radar.

  6. 06/25/2025

    Ep 61 - The Three Laws of Robotics

    In ep 61 of Automate It, Stefan and Ilia dive headfirst into robot subversion hoodies, self-cleaning backyards, and the philosophical sinkholes of the Three Laws of Robotics. They explore why "don't hurt humans" is harder to code than it sounds, the limits of common sense in machine learning, and how old sci-fi still haunts today’s AI safety debates. Then, things get weird. From fiber optic controlled drones in Ukraine to perimeter defense bots equipped with buzzsaws, the duo brainstorm real (and, our lawyer wants to say, inadvisable) autonomous battlefield tech. But first, they play the robot invention game and accidentally invent a $2,000 robotic hand-on-a-stick startup. If you're into philosophy, robotics, defense tech, and backyard wood chip problems(?), this one’s for you.

  7. 05/14/2025

    Ep 60 - Does Nobody Care About Driver-Out Anymore?

    On this episode of Automate It, Stefan and Ilia dive into Aurora’s recent announcement about running driver-out trucks on public highways—an undeniably huge technical feat, but one that curiously failed to make a media splash. But first, they play the Robot Invention Game, drawing a wild scenario: applying deep learning to railroads.

  8. 04/24/2025

    Ep 59 - David LaRose from Carnegie Robotics on the Reality of Robotics

    This week on Automate It, we're excited to have a special guest! Carnegie Robotics co-founder David LaRose joins the podcast to share his perspective on the evolution of robotics from academic research to rugged real-world systems. He reflects on what’s changed - and what hasn’t - over the last 15 years, from safety systems that still rely on spreadsheets to why so many autonomous vehicle projects have stalled. David also unpacks the real challenges of selling to the DoD, the importance of enabling the next generation of robotics companies with hardened components, and what it’s like crawling through Florida cornfields in the name of agtech R&D. (00:00) Introduction and welcome to the episode (00:32) Robot Invention Game: Foundational Models for Space Exploration (18:30) David’s journey from liberal arts to robotics via IBM and CMU (20:41) Founding Carnegie Robotics (23:55) Why the robotics industry hasn’t scaled as fast as expected (29:18) Safety systems: still slow, manual, and deeply fragmented (35:17) Why big companies (Amazon, Apple) still struggle with robotics (40:05) Demos gone wrong: off-by-one bugs, e-stop failures, and bedbugs (45:38) Working with the DoD: myths, structure, and real challenges (01:08:30) Launching ruggedized autonomy kits and components online (01:16:33) Environmental challenges and thermal testing tales (01:20:42) Advice for roboticists: Embrace collaboration, not just competition (01:23:00) What’s next for Carnegie Robotics: Supporting the enablers

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4.7
out of 5
10 Ratings

About

Each week, the co-founders of Polymath Robotics sit down to give you the inside scoop on the robotics industry. They'll share war stories, weird facts, and little-known approaches to working with robots (with a special focus on autonomous vehicles). About the hosts: Stefan Seltz-Axmacher is the CEO of Polymath Robotics, and is best known as the founder of Starsky Robotics, an early autonomous trucking pioneer. Ilia Baranov, CTO, was employee # 10 at Clearpath Robotics, has led teams at Amazon's home robot division, and owned the ROS repo after Willow Garage shut down.

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