
Edward Mehr works where AI meets the anvil. The company he cofounded, Machina Labs, blends the latest advancements in robotics and AI to form metal into countless shapes for use in defense, aerospace, and more. The company's applications accelerate design and innovation, enabling rapid iteration and production in days instead of the months required by conventional processes. NVIDIA AI Podcast host Noah Kravitz speaks with Mehr, CEO of Machina Labs, on how the company uses AI to develop the first-ever robotic blacksmith. Its Robotic Craftsman platform integrates seven-axis robots that can shape, scan, trim and drill a wide range of materials - all capabilities made possible through AI.
The AI Podcast Machina Labs' Edward Mehr on Autonomous Blacksmith Bots and More
Time Stamps 1:12: What does Machina Labs do?
3:37: Mehr's background
8:45: Machina Lab's manufacturing platform, the Robotic Craftsman
10:39: Machina Lab's history and how AI plays a role in its work
15:07: The versatility of the Robotic Craftsman
21:48: How the Robotic Craftsman was trained in simulations using AI-generated manufacturing data
28:10: From factory to household - Mehr's insight on the future of robotic applications
You Might Also Like: How Two Stanford Students Are Building Robots for Handling Household Chores Ep. 224
BEHAVIOR-1K is a robot that can perform 1,000 household chores, including picking up fallen objects or cooking. In this episode, Stanford Ph.D. students Chengshu Eric Li and Josiah David Wong discuss the breakthroughs and challenges they experienced while developing BEHAVIOR-1K.
Hittin' the Sim: NVIDIA's Matt Cragun on Conditioning Autonomous Vehicles in Simulation Ep. 185
NVIDIA DRIVE Sim, built on Omniverse, provides a virtual proving ground for AV testing and validation. It's a highly accurate simulation platform that can enable groundbreaking tools - including synthetic data and neural reconstruction - to build digital twins of driving environments. In this episode, Matt Cragun, senior product manager for AV simulation at NVIDIA, details the origins and inner workings of DRIVE Sim.
NVIDIA's Liila Torabi Talks the New Era of Robotics Through Isaac Sim Ep. 147
Robotics are not just limited to the assembly line. Liila Torabi, senior product manager for NVIDIA Isaac Sim, works on making the next generation of robotics possible. In this episode, she discusses the new era of robotics - one driven by making robots smarter through AI.
Art(ificial) Intelligence: Pindar Van Arman Builds Robots That Paint Ep. 129
Pindar Van Arman is an American artist and roboticist, designing painting robots that explore the intersection of human and computational creativity. He's built multiple artificially creative robots, the most famous of which being Cloud Painter, which was awarded first place at Robotart 2018. Tune in to hear how Van Arman deconstructs his own artistic process and teaches it to robots.
Subscribe to the AI Podcast Get the AI Podcast through iTunes, Google Play, Amazon Music, Castbox, DoggCatcher, Overcast, PlayerFM, Pocket Casts, Podbay, PodBean, PodCruncher, PodKicker, Soundcloud, Spotify, Stitcher and TuneIn.
Make the AI Podcast better: Have a few minutes to spare? Fill out this listener survey.
More from Nvidia
10/09/2026
The global robotaxi market - physical AI's first commercial breakthrough - i...
10/09/2026
Manufacturing floors, warehouses and production lines rarely stay fixed - tasks change, layouts shift and new products arrive, and most robots can't keep up...
10/09/2026
Gear up: The latest PC games and major updates are ready to play on GeForce NOW ...
10/09/2026
AI inference chipmaker d-Matrix today announced it will use NVLink Fusion to connect its next-generation Raptor XPUs to NVIDIA's AI infrastructure platform ...
09/09/2026
At the IBC conference, running Sept. 11-14 in Amsterdam, the creative, technology and business communities are coming together to turn ideas into action and dis...
03/09/2026
Frontier intelligence is going local. At IFA 2026, NVIDIA, Microsoft and its partners are teaming up to provide faster inference and new tools that make agents ...
03/09/2026
September is here with 28 more games streaming on GeForce NOW this month, led by a slam dunk: NBA 2K27 with the NVIDIA DLSS 5 3D-Guided Neural Rendering feature...
01/09/2026
We're at an inflection point in cybersecurity, Jensen Huang told a sold-out crowd at CrowdStrike's Fal.Con 2026 in Las Vegas Tuesday. Attacks are now a...
27/08/2026
NVIDIA's Gamescom announcements are revealing what's next for GeForce NOW, with new ways to play, more supported devices and platforms, and even more bi...
26/08/2026
The next wave of AI is placing new demands on infrastructure.
As AI agents and trillion-parameter workloads become mainstream, the performance of AI infrastru...
25/08/2026
NVIDIA is bringing the next wave of RTX gaming to the Gamescom conference running this week in Cologne, Germany, with support for new games, anti-cheat technolo...
24/08/2026
According to OpenRouter data, agentic AI workloads consume 15x more tokens than ...
24/08/2026
The next era of AI inference won't be defined by a single breakthrough chip,...
24/08/2026
To generate intelligence at scale, AI factories run continuously, and their economics are defined by delivered output: tokens per second, tokens per watt, cost ...
20/08/2026
It's a new way into the cloud.
GeForce NOW welcomes Firefox support to the cloud, opening up another way to jump into high-performance PC gaming straight ...
14/08/2026
Indonesia is taking charge of its AI future.
This week, the Ministry of Communi...
13/08/2026
GeForce NOW is giving cloud gaming an extra-credit upgrade just in time for back-to-school season.
The native Linux app for GeForce NOW is officially out of be...
12/08/2026
NVIDIA founder and CEO Jensen Huang is ranked No. 1 on Glassdoor's Best CEOs list for 2026.
In the just-released ranking, recognition is earned directly fr...
11/08/2026
We announced partnerships with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to establish independent financing platforms designed to mobiliz...
11/08/2026
Every new generation of accelerated computing demands more from the infrastructure underneath it - more compute performance, higher rack density and more effici...
11/08/2026
As AI shifts from chatbots to autonomous agents, open models are serving market ...
11/08/2026
The open source ecosystem is making it easier for AI enthusiasts and developers to build, customize and run increasingly capable agents locally.
Throughout Au...
08/08/2026
The global buildout of AI infrastructure reached a new milestone today - Firebird, an emerging AI cloud, launched the CIS region's largest AI factory in Arm...
06/08/2026
Editor's note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their workflows u...
06/08/2026
August is here, bringing 26 new games for GeForce NOW members.
Command the seas in World of Warships: Legends and discover what's next in the GeForce NOW ...
04/08/2026
Surging AI demands are driving the need for massive datasets and context windows that burst past the confines of system memory.
But rising needs aren't me...
04/08/2026
For robotaxis and other autonomous vehicles (AVs), the hardest problems aren'...
04/08/2026
Members of the Open Secure AI Alliance - now more than 120 organizations strong - are developing new guidelines to strengthen agentic AI cybersecurity as the an...
30/07/2026
Back to school means balancing assignments, deadlines and downtime. GeForce NOW makes it easy to have it all.
With cloud gaming, everyday laptops used for clas...
28/07/2026
As a discerning AI investor who values style and substance, Sarah Guo knows this...
27/07/2026
Open source software is a critical pillar of the global economy. It underpins cloud computing, financial services, manufacturing, telecommunications, government...
26/07/2026
The complexity of modern chip design continues to grow as engineering teams work to develop increasingly sophisticated CPUs, GPUs and AI systems. To help meet t...
23/07/2026
At this week's AI Summit in San Francisco, South Korean President Jae Myung Lee and some of the country's top business leaders and researchers are meeti...
23/07/2026
Lock in and load up the cloud. GFN Thursday brings fresh updates and new adventu...
22/07/2026
NVIDIA founder and CEO Jensen Huang today visited the Naval Postgraduate School in Monterey, California, to commission an NVIDIA DGX GB300 system - bringing one...
22/07/2026
Before a healthcare robot can be useful in the real world, it has to learn how the physical world pushes back. Anatomy varies. Instruments bend, press, slip and...
21/07/2026
The AI era runs on AI infrastructure. Many of these advanced systems are built a...
21/07/2026
AI has entered the gigascale era.
The world's most advanced AI factories are bringing together hundreds of thousands of GPUs and CPUs to train frontier mod...
21/07/2026
NVIDIA Vera Rubin is here, and it's going gigascale.
Vera Rubin NVL72 produ...
20/07/2026
At this year's SIGGRAPH conference, running through Thursday, July 23, in Lo...
20/07/2026
Erin Davis calls it the SuperDuperPOD. That's two things in one name: phar...
17/07/2026
Think of a professional athlete. What separates elite performers is what happens...
16/07/2026
Onimusha: Way of the Sword is coming to GeForce NOW at launch, with the playable...
15/07/2026
General-purpose robots and autonomous machines are moving from research labs to ...
15/07/2026
Home to leading manufacturers, robotics pioneers, infrastructure builders and iconic gaming companies, of course, Japan is one of the world's centers of AI ...
14/07/2026
Editor's note: This post is part of the Nemotron Labs blog series, which exp...
14/07/2026
Power is AI infrastructure's inescapable constraint. How many tokens an AI factory can generate within a fixed power budget determines its revenue and profi...
09/07/2026
This GFN Thursday brings more games, more power and more ways to play on GeForce NOW.
The cloud gaming service is expanding with a new GeForce RTX 5080-powere...
08/07/2026
NVIDIA Nemotron 3 Ultra is offering leading performance at lower cost than top c...
07/07/2026
Max single-threaded CPUs at scale are a new category of CPUs built for the agentic AI era.
Across the creation and deployment of an agentic system, the CPU is...