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[Harnessing AI to Solve the Climate Crisis: Insights from the Bezos Earth Fund]-[How to make AI a force for good in climate | Amen Ra Mashariki and Manoush Zomorodi]

TED Talks Daily · B1 · 2025-12-19

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📋 Summary

The Shift: From AI as a Tool to AI as a Problem-Solver

Amen Ra Mashariki, a prominent AI changemaker at the Bezos Earth Fund, discusses a fundamental shift in how we approach technology for environmental impact. Originally a computer scientist focused on "algorithm optimization," Mashariki explains that his professional evolution led him to realize that technology should not be an end in itself. Instead, he advocates for being "AI in search of a problem," where the climate challenge takes precedence, and modern AI serves as the mechanism to "scale solutions."

The Mental Model: Inventions vs. Discoveries

To identify high-impact projects, the Bezos Earth Fund employs a specific mental model that distinguishes between "inventions" and "discoveries." Using the analogy of a telescope, Mashariki defines the telescope as the invention and the act of noticing Jupiter’s moons as the discovery. He argues that the most impactful climate initiatives are those that combine "grand innovations" (inventions) with the capacity to generate new insights (discoveries) that lead to tangible, positive changes in nature and climate health.

Moving Toward 'Move 37': Beyond Data Interpolation

One of the most compelling concepts introduced is "Move 37," a reference to AlphaGo’s counterintuitive, game-winning move against a Go champion. Currently, most AI operates by providing answers based on an "average of reality"—essentially interpolating existing data. Mashariki envisions a future where AI transcends this limitation, offering creative solutions that are "counterintuitive" to even the world's greatest experts.

He highlights a success story involving Meta’s "Dyno V3," a computer vision model paired with satellite data. By partnering with the World Resources Institute (WRI), this technology allowed for tracking tree growth at "80 percent accuracy of field surveys at 3 percent of the cost," effectively unlocking performance-based financing for restoration efforts.

Addressing the Environmental Cost of AI

Addressing concerns regarding the environmental harm caused by tech giants, Mashariki acknowledges that AI contributes to "degradation and challenges." However, he maintains that, "on balance," AI will be a "force for good" and a critical tool for saving the planet. He stresses that the industry must move toward "precise accuracy" in understanding the environmental footprint of AI. He cites technical milestones, such as shifting from data-center-level cooling to "chip-level" cooling to reduce water consumption, as essential steps toward transparency and sustainability.

The Consequential and Decisive Decade

Mashariki concludes by framing our current era as the intersection of the "consequential decade" (the period for determining AI ethics, policy, and regulation) and the "decisive decade" (the critical window for climate action). He emphasizes that solving the climate crisis requires an "all-hands-on-deck" approach, where the AI and climate communities work in tandem to ensure that technological innovation is deliberately directed toward planetary survival.

Ultimately, the path forward requires building deep trust—not just among elite experts, but among the "everyday people" living on the frontlines of climate change who must use these tools to perform the work on the ground.

🎯Key Sentences

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I'm still amazed by the ridiculously fast pace at which technology and AI is growing.
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I realized that that was only a mechanism by which I could do other things, which is have an impact.
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I began to chase problems.
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And so I was AI in search of a problem.
5
What are sort of the big ideas that you're using to sort of lead you to find what you want to fund?
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📝Key Phrases

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spark your curiosity
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game-changing
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polar opposite
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chase problems
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mental model
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📖 Transcript

You're listening to TED Talks Daily, where we bring you new ideas to spark your curiosity every day.
I'm your host, Elise Hu.
I'm still amazed by the ridiculously fast pace at which technology and AI is growing.
But what are some ways that AI might be used for climate and nature solutions?
Today, Manoush Zomorodi, who hosts the TED Radio Hour, sits down with AI changemaker Amen Ra Mashariki to discuss what he thinks truly game-changing climate ideas might look like and how AI is playing an increasingly large role in that space.
OK, so tell us the story of how you got to be working with Bezos, your sort of trajectory to being here.

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