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situational-awareness

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A long-form systems essay arguing that machine learning fails when used as an automated decision-maker in unstable environments. It reframes ML as an early-warning instrument that exposes pressure, instability, and shrinking intervention windows, preserving human judgment instead of replacing it with late, brittle decisions.

  • Updated Dec 18, 2025

SocialSituSecu is a project exploring the social network security, computing and intelligence basd on social situational metadata, which is sponsored by National Natural Science Foundation of China Grant No.61972133, and Project of Leading Talents in Science and Technology Innovation for Thousands of People Plan in Henan Province Grant No.204200…

  • Updated Jan 6, 2025
  • Python

Enhanced Vision Tool is a utility designed to enhance visibility and provide an optimized experience for users in supported applications. By offering customizable settings and real-time visual adjustments, this tool helps improve situational awareness. 🚀🌟

  • Updated Feb 8, 2025

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