The Robots That Never Make the Same Mistake Twice — Sereact, TraceLink & Exotec

What one robot learns, every robot learns — so a mistake made in Germany never gets repeated in Georgia. Today's briefing: Sereact launched an AI training loop so warehouse robots learn from their own exceptions, and signed a partnership with Teradyne Robotics to scale its physical AI to live customer sites across Europe, starting with Zalando returns. TraceLink is giving its supply chain AI agents reviewable plans, so businesses can approve what an agent intends to do before it touches production work. And Exotec commissioned two Skypod systems in Japan, one of them on track for more than a million product references. CHAPTERS 00:00 — Hook + today's rundown 00:41 — Sereact's training loop + Teradyne Robotics partnership 03:10 — TraceLink's review-before-production AI agents 04:34 — Exotec's Skypod double in Japan 05:59 — Three takeaways, and the Monday action SOURCES Teradyne Robotics + Sereact partnership: https://www.businesswire.com/news/home/202... Sereact AI training loop: https://emergent.sh/news/sereact-launches-... TraceLink OPUS agents (reviewable plans): https://runtimewire.com/article/tracelink-... Exotec Skypod in Japan: https://roboticsandautomationnews.com/2026... Should an AI agent ever approve its own plan, or should a human sign off every time? Tell us in the comments. New episode every weekday morning. Subscribe to the audio feed: https://muse.ai/podcasts/feed/143427175309...