Catalyst with Shayle Kann

How AI is changing weather forecasting

Catalyst with Shayle Kann

Show Notes

Weather forecasting drives billions of economic decisions — from grid operations to evacuation planning. Better forecasting could improve supply chain planning, disaster warnings, and renewable integration. The industry has decades of satellite observations and ground measurements, making it ripe for AI-driven advancements.

And it’s already happening. But how exactly does AI get used in weather forecasting, and how does it actually lead to improvements?

In this episode, Shayle talks to Peter Battaglia, senior director of research at Google DeepMind’s sustainability program, which launched a new AI-powered weather forecasting model in November 2025. They cover topics like:

Why precipitation is so much harder to predict than temperature

How the weather industry works, with governments creating global models and private companies refining them for specific use cases

What AI models can see that traditional supercomputer simulations can’t

Novel sources of data like cell phones, door bells, and social media

Resources:

Latitude Media: Where are we on using AI to predict the weather?

Latitude Media: Could AI-fueled weather forecasts boost renewable energy production?

Catalyst: Specialized AI brains for physical industry

Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor.

Catalyst is brought to you by Uplight. Uplight activates energy customers and their connected devices to generate, shift, and save energy—improving grid resilience and energy affordability while accelerating decarbonization. Learn how Uplight is helping utilities unlock flexible load at scale at uplight.com.

Catalyst is brought to you by Antenna Group, the public relations and strategic marketing agency of choice for climate, energy, and infrastructure leaders. If you're a startup, investor, or global corporation that's looking to tell your climate story, demonstrate your impact, or accelerate your growth, Antenna Group's team of industry insiders is ready to help. Learn more at antennagroup.com.

More from Catalyst with Shayle Kann

Oct 15, 2026

As data center-driven load growth continues to rise, hyperscalers are turning to natural gas – both in front of and behind the meter — to secure power. But whether the natural gas pipeline system has the bandwidth to support this surging demand remains far from certain.

Oct 8, 2026

Of all the concerns surrounding the AI boom, data center water usage tops the list. Opponents claim that massive hyperscaler facilities threaten local drinking supplies and drain aquifers. Proponents say data centers use a negligible amount of water, at least compared to agriculture or conventional power generation sources.

Oct 1, 2026

It’s been a wild few years for grid-scale batteries in Texas. At the start of the decade, the Lone Star State was home to roughly 200 megawatts of battery capacity. Today, that number has skyrocketed to seventeen gigawatts…with at least five more gigawatts expected to come online by the end of 2026.

Sep 28, 2026

This is a partner episode, brought to you by Bloom Energy.

Sep 24, 2026

Dual-use technologies and the rise of defense tech are having a moment. But how does the defense sector approach innovations in energy that may be necessary to optimize its fleets?

See all episodes →