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How Figma Uses AI Agents for Security

The engineering team at software company Figma recently documented how they built AI agents to help their security team investigate alerts, search past incidents, check company systems, and even…

Upscaling guest photos with a local model instead of an API

I run Knipsmig , a QR-code photo sharing service for weddings and parties. Guests scan a code and upload straight from the phone, no app. Most of those uploads are 12 MP and print fine.

  • Knipsmig adds upscales photos by up to 4x pixels without API
  • Local server runs upscaling model to avoid third-party agreements
  • Real-ESRGAN realesr-general-x4v3 model used for cost-effective upscaling

AI can now control fusion plasma faster than humans can react

Princeton researchers have tested an AI system that can monitor and control fusion plasma in milliseconds, reacting far faster than a human operator.

  • PACMAN software uses AI to control fusion plasma faster than humans.
  • Developed by Princeton Plasma Physics Laboratory and Princeton University.
  • Predicted plasma behavior 200 milliseconds ahead in DIII-D experiments.

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