Show Notes

Hosts:  Jeff Cunningham and Ryan Harris

Guests:

Dr. Amy McGovern, Professor at University of Oklahoma Director, NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography & Senior Technical Staff Member

Dr. John Williams, Head of Weather AI Sciences at The Weather Company, an IBM Business

Description: Is Machine Learning coming for your job?  Will AI replace weather forecasters?  Unlikely in the near-term postulates our guests this month, Dr. Amy McGovern, who runs the National Science Foundation’s AI for Environmental Sciences (AI2ES) and Dr. John Williams, Head of Weather AI Sciences at The Weather Company, an IBM Business. But it should accelerate decision making and generally make our jobs easier by tipping and cueing forecasters. Amy and John speak of model hallucinations like the inaccuracies we see with ChatGPT, but both experts also marvel at the rapid inflection point we are in the midst of.  Learn what AI and Machine Learning do well for weather and climate prediction, where it’s lacking, and the promise of freeing forecasters and practitioners up to focus more on risk communication and individual-tailored predictions to better help society in the future.  It’s a fascinating episode you won’t want to miss.

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References:

Human-Machine Teaming

(01:26)

The Social Science of AI in Weather and Climate

(07:48)

The Mechanics of Machine Learning

(10:27)

Generative AI

(12:43)

Advice for Students

(24:14)

(25:24)

Prediction for 2030

(28:20)