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Edge AI and IoT in 2025 — All You Need to Know

We’re now reaching the point where the term edge AI is becoming ingrained in the industry. This is especially evident now in 2025; edge AI is no longer a mythical creature or two separate words in a sentence, but a set of technologies and practices that is proven to deliver real value and is being adopted by largest players in all kinds of verticals. But how does this latest and greatest category advance IoT — a recent technology that has found mass adoption across all sectors? The convergence of IoT, AI, and edge computing is now reshaping industries. It enables smarter, faster, and more efficient systems. In my recent talk, I highlighted how these technologies are evolving and why their integration is critical for the future of innovation. Sign up for a free Edge Impulse account: https://studio.edgeimpulse.com/signup 0:00-1:35: What is IoT? 1:36-5:13: What is Edge AI? 5:14-6:54: How can you build and deploy edge AI 6:55-8:34: How does Edge AI benefit IoT? 8:35-13:29: Using big AI to curate and create edge AI datasets 13:30-15:53: Latest Edge AI hardware 15:54-17:21: Model cascading 17:22-18:40: Developers! 18:41-19:27: Conclusion and a free e-book