https://blog.herlein.com/tags/edge-ai/ Recent content in Edge-Ai on Greg Herlein Hugo -- gohugo.io en &copy; 2018-2026. All rights reserved. Wed, 27 May 2026 00:00:01 -0800 https://blog.herlein.com/post/playback-to-perception/ Wed, 27 May 2026 00:00:01 -0800 https://blog.herlein.com/post/playback-to-perception/ <p>In recent years, digital signage has become a solved problem: push content to screens reliably, at scale, on schedule. That&rsquo;s not enough anymore. The market is now demanding screens that <em>perceive</em> — that understand what&rsquo;s in front of them and respond in real time. Most of the hardware deployed in the field today will fail at that job because the foundational assumptions are wrong. Here&rsquo;s what&rsquo;s actually required and why the infrastructure choices you make now will define your deployment for the next decade.</p>