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Chronicles

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Google, American Airlines, and Bill Gates' fund Breakthrough Energy partner to use AI to chart more sustainable flights by avoiding routes that create contrails

Justine Calma / The Verge :

The Verge Justine Calma

Context & Ripple Effects

Google has long applied flight data and AI to passenger-facing predictions, including forecasting potential flight delays. The new partnership moves that capability toward airline operations, with American Airlines and Breakthrough Energy focused on routes associated with contrails.

It also follows scrutiny of how flight climate impact is represented: Google’s Flights calculation change excluded non-CO2 warming effects, while Google later added independent oversight for its Travel Impact Model through an advisory board. Contrail-focused routing makes those non-CO2 effects operationally relevant rather than merely informational.

First-order effects

  • American Airlines gains a partner-led AI approach for identifying flight paths that may avoid contrail formation, adding climate impact to route-planning decisions.
  • Google and Breakthrough Energy become directly involved in testing whether flight-routing data can support a more sustainable operating choice.

Second-order effects

  • Airline route planners will need to weigh contrail avoidance against established operational constraints, making the quality and governance of the underlying climate model consequential.
  • If the approach proves usable, other carriers and flight-planning providers face pressure to incorporate non-CO2 climate effects rather than limit emissions tools to fuel or CO2 estimates.

Third-order effects

  • The partnership points to AI shifting from travel-information features into decision support for physical transport operations, where model outputs can affect real-world resource use.
  • It also raises the longer-term importance of common, auditable methods for measuring aviation’s full climate impact; without them, route-optimization claims may remain difficult to compare across airlines.

The trend: This is part of AI industrialization: applying predictive models to operational decisions in carbon-intensive industries, rather than only to consumer-facing travel search.

Discussion

  • @kateebrandt Kate Brandt on x
    Contrails (clouds that planes sometimes make) are responsible for 35% of aviation's global warming impact. So @AmericanAir ran a trial using #GoogleAI to help pilots avoid creating them. Results suggest it could be a cost-effective climate solution. https://blog.google/...
  • @olufemiotaiwo Olúfẹ́mi O. Táíwò on x
    “Recent studies show that a small percentage of flights need to be adjusted to avoid the majority of contrail warming...[the experiment] suggests that contrails could be avoided at scale for around $5-25/ton CO2e... using our existing predictions.” wild https://blog.google/...
  • @curryja Judith Curry on x
    This one is a no brainer, glad to see that it is happening https://blog.google/...
  • @jeffdean Jeff Dean on x
    I'm very excited about this work from our climate research team in @GoogleAI. Contrails turn out to be surprisingly large contributors to global warming, & in a partnership w/@AmericanAir+@Breakthrough we showed they can be avoided w/low cost! (cont) https://blog.google/...
  • @jburnmurdoch John Burn-Murdoch on x
    Amazing: Google partnered with American Airlines, used AI to tweak flight paths to reduce contrails. The results are in, and if scaled up this could immediately reduce aviation's global warming impact by almost 20% Technology just keeps beating degrowth! https://blog.google/...