~/talk

Simplifying & Scaling Edge AI

Talkat The Things Conference 2025 · 2025-09-23..09-24· [ai-assisted-development]
links:none on file
links:none on file
slides:none on file

Claim: Edge AI runs today on MCU and MPU hardware using Zephyr and Linux with EIQ suite toolchains and ready models. Demonstrated stack uses NXP i.MX93 and MCX N with an NPU that is 172× faster on NPU than MCU for the same power, a Tria MaxSport board qualified for production, and cloud integration via /IOTCONNECT powered by AWS sending aggregated alerts after on‑device face, landmark and iris models run in parallel.

AI-written summary · about

  1. 0:00Edge AI collaboration
  2. 2:12NXP edge AI stack
  3. 5:22Modular AI with EIQ
  4. 6:04Live demo: worker safety
  5. 9:20Scaling edge AI with IoT Connect
  6. 10:23AWS on AI at the edge
  7. 13:16Summary and call to action
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.