Insurance Covered

Weather risks and insurance (With Dr Hansi Singh)

4 snips
Mar 9, 2026
Dr Hansi Singh, atmospheric scientist and co-founder of Planet AI, brings long-range weather forecasting expertise. She discusses what drives weather, the role of oceans, and why probabilistic forecasts matter. Conversation covers AI-enhanced forecasts for weeks to months, how warming amplifies extremes, and implications for underwriting and catastrophe risk.
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INSIGHT

Forecasts Are Probabilities Not Certainties

  • Weather predictions are inherently probabilistic rather than deterministically certain.
  • Short-term patterns can be quite predictable, but beyond hours to days forecasts provide probabilities that should inform decision-making.
ADVICE

Use Long Range Forecasts For Business Planning

  • Use long-range forecasts for business decisions that span weeks to months instead of relying on a seven-day weather app.
  • Planet AI predicts week-to-week, month-to-month and seasonal conditions up to six months to inform quarter- or year-scale planning.
INSIGHT

Earth System Models Improve Long Range Skill

  • Long-range skill improves when models include the full Earth system: atmosphere, ocean, land and ice.
  • Coupling these components captures slow drivers (e.g., ocean heat, El Niño) that shape monthly and seasonal outcomes.
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