AI for Climate: Who Benefits, Who Pays?
Artificial intelligence is rapidly moving from a niche technology to a force shaping economies, industries, public services, and climate action itself. Its advocates see enormous potential to accelerate scientific discovery, optimize energy systems, strengthen resilience, and unlock new solutions to complex environmental challenges. Yet growing concerns remain about who benefits, who bears the costs, and whether the technology is advancing faster than the systems needed to govern it.
This discussion will explore the intersection of AI, climate, and equity at a moment of unprecedented technological change. Participants will examine how AI can support climate goals while managing its growing demand for energy, data, and infrastructure. The conversation will also consider the practical implications of scaling AI in a world already facing pressure on electricity grids and clean energy supply.
Beyond questions of technology, the discussion will focus on access and inclusion. As AI becomes increasingly influential in decision-making and economic opportunity, how can rural communities, underserved regions, and lower-income countries avoid being left behind? What would responsible AI look like in a climate context, and who should help define the rules?
Rather than treating AI as either a solution or a threat, this conversation will examine the trade-offs, governance challenges, and opportunities that will determine whether AI accelerates a more sustainable and inclusive future—or reinforces existing inequalities. As investment and adoption surge worldwide, these questions are becoming increasingly urgent.
Discussion Group Leaders
A. Toni Young is Executive Director of Community Education Group, Principle at A Global Firm, advancing equitable access to health, technology, and AI capacity-building in rural communities.
Gaurav Godhwani is Founder & CEO of CivicDataLab, advancing responsible data and AI solutions that strengthen climate resilience and public systems.
Pradnya Haldipur is Founder of Strategy.Creativity.Mentorship, advancing sustainable strategy and philanthropic partnerships for social impact organizations.
Sandhya Sabapathy is the Founder and CEO of Kaleidoscope, where she helps leaders turn sustainability and resilience into stronger commercial outcomes.
Discussion Questions
How can AI be deployed to accelerate climate and development goals while minimizing its environmental footprint and energy demand?
What responsibilities do governments, technology companies, and investors have in ensuring that the benefits of AI are shared broadly rather than concentrated among a few actors?
How can rural communities, underserved regions, and lower-income countries participate meaningfully in the AI economy rather than becoming passive consumers of technologies developed elsewhere?
What governance frameworks, incentives, or safeguards are needed to ensure that AI serves the public interest while supporting climate and sustainability objectives?