“We do it with AI” is easy to say. Making robots work through contact, uncertainty, and variation on a real factory floor is the hard part. We sit down with Whitney Dills from Thought Forge AI to unpack an approach to industrial robotics control that flips a common assumption: more data does not automatically mean better performance.
Whitney explains active inference, a neuroscience rooted framework that treats robot control as continuous prediction and correction using real time sensory feedback. Instead of bloated backpropagation models that demand huge datasets and retraining for every edge case, Thought Forge trains quickly on small amounts of data and adapts after deployment. We talk about why that matters for insertion and complex manipulation, where torque, joint state, and haptics decide success or failure. If you have ever watched a slick picking demo fall apart the moment parts vary, lighting shifts, or fixtures drift, this conversation connects the dots.
We also get practical about adoption: edge AI that can run on a CPU, the risks of GPU dependence, and how data ownership and IP concerns shape buyer trust. Whitney shares why their models stay on premise, why off the shelf robots and sensors often win over novel vertically integrated stacks, and how to think about cobots versus humanoids when reliability and cycle time are non negotiable.
Subscribe for more conversations that cut through robotics hype, share this with someone evaluating “physical AI” for manufacturing, and leave a review with the one automation task you most want AI to finally handle.
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🎙 About Automation Ladies
Automation Ladies is an industrial automation podcast spotlighting the engineers, integrators, innovators, and leaders shaping the future of manufacturing.
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🎤 Want to be a guest on the show?
https://www.automationladies.io/guests/intake/
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👩🏭 Connect with the Hosts
Nikki Gonzales (https://linkedin.com/in/nikki-gonzales)
Courtney Fernandez (https://linkedin.com/in/courtneydfernandez)
Ali G (https://linkedin.com/in/alicia-gilpin-ali-g-process-controls-engineering)
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🎟 The Automation Ladies Community Conference: https://otscada.com
Learn more about the hosts’ industrial automation conference OT SCADA CON attended by 100+ automation professionals, engineers, integrators, and technology leaders for hands-on learning, real-world case studies, and meaningful industry connections.
🎬 Credits
Produced by: Veronica Espinoza
Music by: Sam Janes
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