~/talk

Smart devices in the AI age

Talkat SFSCON 2025 · 2025-11-07..11-08· [iot, machine-learning]
links:none on file
slides:none on file

OW2 is a small European open‑source foundation (down to 6 people) that hosts projects like Mirina on a Fairphone, Cryptpad and XWiki, and works with city of Paris and national police. The claim is that smart devices and brokers (Axium/Oracle) already profile billions and AI increases data capture; NGI funds roughly 1,200 projects in six years to counter that. Recommended fixes: decentralize, prefer forks of Android, host your own LLMs instead of OpenAI APIs, and deploy blockers — tracker blocker logs show dozens of trackers on typical apps.

AI-written summary · about

  1. 0:00Introduction and OW2 overview
  2. 3:43Trust issues with smart devices
  3. 7:26Data brokers and privacy risks
  4. 10:37AI and data capitalism concerns
  5. 12:45Alternatives and open-source solutions
  6. 13:50NGI funding opportunities
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