Minds Behind Maps

Ep 1 - Ian Schuler - Building an impact driven geospatial company

Apr 17, 2021
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ANECDOTE

School Detection Project & AI Bias

  • Development Seed's school detection project with UNICEF revealed potential biases in AI models.
  • Open-sourcing models allows for scrutiny and identification of weaknesses, unlike closed-source alternatives.
ADVICE

Communicating Data Limitations

  • Communicate data limitations transparently to users, especially with AI-driven insights.
  • Use visualizations to represent data messiness and uncertainty.
INSIGHT

Open Data vs. Commercial Models

  • Open data should be prioritized, but commercial models are necessary for specialized data collection.
  • Development Seed partners with satellite companies, sometimes managing data acquisition for clients.
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