From Software Agents to Physical Devices: Inside the Agentic Hardware Stack
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Michael Yuan
Second State
Founder
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Vivian Hu
Second State
Product Manager
What actually happens between a microphone on your wrist and meeting notes appearing on your phone? In this talk I crack open Biscuit, my homemade AI wearable, streaming audio over BLE to an iOS app, into live transcription with speaker diarization, and finally to an agent that turns every conversation into notes, actions, and even captured slides. Then Iβll show you the shortcut: Bee, a production AI wearable with a developer platform, where you can build on the same ambient-agent ideas right away. Firmware to foundation models, thereβs a layer here for every developer to hack on.
World Congress 2026 North America
Michael Yuan
Second State
Founder
Vivian Hu
Second State
Product Manager
Vini Senger
AWS
Developer Advocate
Mike Chambers
AWS
Senior AI specialist DA
Cassidy Williams
GitHub
Senior Director of Developer Advocacy