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Workshop

From Data to Action: Systems Thinking & AI Driving Green Transformation in Education and Agriculture

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The Flow of Rural Data

  • A cooperative in Đồng Tháp built an AI platform to forecast agricultural prices.
    At first, farmers completely trusted the AI, but when prices changed unexpectedly, the system lost credibility.

Discussion

  • How can the AI system learn from its mistakes?

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Suggestion

  • When forecasts are wrong → trust declines → fewer people input data → AI becomes weaker.

  • Maintain an open feedback channel between users and developers.

  • Humans serve as the sensors of the system.

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Homework

→ Describe one real-world feedback loop you have observed in your work.

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©2025 by Dr. Thinh Duong

Ho Chi Minh City, Vietnam

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