239. The Saucies: 2025 Recap & TNB Turns Five!

The Next Byte Podcast · 6 Jan 2026 · 42m

AI in practice: 2 real uses of AI described

What this episode covers

The hosts of The Next Byte Podcast celebrate the show's 5th anniversary and recap their 2025 favorites, highlighting nine key episodes ranging from sustainable recycling to AI-driven manufacturing. They discuss Georgia Tech's research on reinforcing recycled plastics, MIT's 'vibe manufacturing' system that uses AI to generate CAD models and robot toolpaths from voice commands, and enhanced geothermal systems for on-demand renewable energy. The hosts also analyze the potential of AI in reducing traffic emissions and creating universal snake venom antidotes, while reflecting on the growing application of AI in physical engineering domains.

AI in practice

Where this conversation describes AI being used to build or deliver a product. Part of the AI in practice tracker.

Manufacturing

An MIT team orchestrated existing tools to translate voice commands into 3D designs and robotic toolpaths, enabling the automated manufacturing of reconfigurable furniture pieces.

“they fused, orchestrated all these existing tools, fused them into one stock together to where you can basically be like, Jarvis, make me a water bottle. And then that voice is translated into text, then LM can understand that LM turns your text into a CAD, a 3D design, and then it also talks, it creates that, returns that 3D design into a tool path for robotic manufacturing…”

Speaker 1 · Hear it at 27:29

Engineering & simulationdeep learning protein design tool

A team used deep learning to determine the best combination of components to neutralize snake venom toxins, significantly reducing the research workload required to create antidotes.

“what this team was able to do was leverage deep learning for the protein design tool that then determines the best combination to neutralize the toxin found in the snake venom. And then that offloads a significant amount of the work from the team so that all they have to do. is just create that venom. Antidote and then verified in the lab.”

Speaker 2 · Hear it at 31:11

Mentioned

Companies
Georgia Tech, MIT, ETH Zurich, Utah Department of Transportation, Tesla, SAE International, World Health Organization
Tools
Super Whisper

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