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    • Artificial Intelligence

    AI tools that actually do something — beyond the hype and 'sales pitch'

    At the India AI Impact Summit, Dean Karlan, former USAID chief economist, urged donors to fund evaluations over flashy AI pilots to prove which tools are worth scaling.

    By Catherine Davison // 04 March 2026

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    “Does this tool actually change the world?” That was the most pressing question at the recent India AI Impact Summit for Dean Karlan, professor of economics and finance at Northwestern University and former chief economist at the U.S. Agency for International Development.

    At a seminar hosted by The Abdul Latif Jameel Poverty Action Lab, or J-PAL, researchers in fields from disaster preparedness to agriculture to health emphasized the need for a more cautious, evaluation-based approach to artificial intelligence.

    At the moment, “there’s more hype, there’s more excitement, than actual evidence” that AI tools have an impact, Karlan told Devex on the sidelines of the summit, where he was presenting his research on AI tools in Togo.

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    ► The global south demands a voice on AI at India summit

    ► Health data governance is an enabler for AI ambitions

    ► UN tech envoy talks AI governance and the private sector

    • Innovation & ICT
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    About the author

    • Catherine Davison

      Catherine Davison

      Catherine Davison is an independent journalist based in Delhi, India, writing on issues at the intersection of health, gender, and the environment.

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