> Markdown version of [/videos/100425-agents-have-a-perception-problem](https://www.wearedevelopers.com/videos/100425-agents-have-a-perception-problem). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Agents Have a Perception Problem A simple bumped camera can render an AI agent functionally blind. Discover the critical architectural trade-offs of using edge AI to bridge this physical-digital gap. - **Speakers:** [Ivan Sekyonda](https://www.wearedevelopers.com/@ivan-sekyonda) - **Event:** World Congress 2026 North America - **Published:** September 25, 2026 - **Duration:** 28:56 - **URL:** https://www.wearedevelopers.com/videos/100425-agents-have-a-perception-problem ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Technical catalysts driving real-world artificial intelligence](https://www.wearedevelopers.com/videos/100141-physical-ai-the-era-of-intelligent-machines) (from "Physical AI: The Era of Intelligent Machines") - [Transitioning from digital AI agents to physical AI](https://www.wearedevelopers.com/videos/1632-how-robots-learn-to-be-robots) (from "How Robots Learn to be Robots") - [Key drivers and definitions for physical edge artificial intelligence](https://www.wearedevelopers.com/videos/100295-from-perception-to-autonomy-building-agentic-edge-ai-robots-with-ros-2) (from "From Perception to Autonomy: Building Agentic Edge AI Robots with ROS 2") - [Defining the core components and facets of AI agents](https://www.wearedevelopers.com/videos/1465-event-driven-architecture-breaking-conversational-barriers-with-distributed-ai-agents) (from "Event-Driven Architecture: Breaking Conversational Barriers with Distributed AI Agents") - [Building blocks and unpredictable edge cases in agentic AI](https://www.wearedevelopers.com/videos/1604-supercharge-agentic-ai-apps-a-devex-driven-approach-to-cloud-native-scaffolding) (from "Supercharge Agentic AI Apps: A DevEx-Driven Approach to Cloud-Native Scaffolding") - [Current limitations in agentic frameworks and edge hardware models](https://www.wearedevelopers.com/videos/100295-from-perception-to-autonomy-building-agentic-edge-ai-robots-with-ros-2) (from "From Perception to Autonomy: Building Agentic Edge AI Robots with ROS 2") ## Related Articles - [ I Gave a Video Editor More Autonomy Than a Trading Bot. On Purpose.](https://www.wearedevelopers.com/magazine/773-i-gave-a-video-editor-more-autonomy-than-a-trading-bot-on-purpose) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) - [Never delegate the understanding](https://www.wearedevelopers.com/magazine/749-never-delegate-the-understanding) ## Related Jobs - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [Principal Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/2854958-principal-software-engineer-ai-inference-runtime) at **ARM** - [Head of Agentic AI / Lead AI Engineer](https://www.wearedevelopers.com/jobs/48488-head-of-agentic-ai-lead-ai-engineer) at **1st solution consulting gmbh** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty** - [Staff Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/3474466-staff-software-engineer-ai-inference-runtime) at **ARM** - [Principal Software Engineer, AI Inference Cloud](https://www.wearedevelopers.com/jobs/ext/2854957-principal-software-engineer-ai-inference-cloud) at **ARM**