Michael Eddy

@michaeleddy.bsky.social

Helping put social science to use for society at Stanford Impact Labs Twitter: @michaeleddy 🏳️‍🌈

Funders, public procurement, and journal editors all face similar challenges: how to allocate scarce resources most effectively Most applications are rejected. Decisions can take months. We've all been there. That delay is a huge invisible tax on science & impact Could AI reduce that tax?

In the age of AI, sounding right is easier than being right. It’s never been simpler to spin ideas that 𝘧𝘦𝘦𝘭 true—confident tone, polished narrative. AI can turn half-baked thoughts into viral TED-talk soundbites. But rhetorical sparkle isn’t substance. 1/3

New research by Pierre Azoulay, Danielle Li, Bhaven Sampat and me. Earlier this year, the President’s budget proposed a 40% cut to the budget of the NIH. This motivated us to ask: what if the NIH had been 40% smaller?

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Ever applied for funding… and then had to wait months for a response? ⏳ What if funders could move faster and make better decisions—so applicants can secure funding & get straight to work? AI could help. But the current landscape is messy. 🧵

I remember meeting Karthik & @singhabhi.bsky.social w/ the Mindspark/EI team when I was working at Global Innovation Fund back in 2017—and being blown away by how they were designing for impact @ scale from day 1. A stellar example of academics + do-ers partnering for scale 🚀📈👇

Abhijeet Singh@singhabhi.bsky.social · 11mo ago

Many interventions “work” in small trials but fail at scale Also, EdTech often promises much, but delivers little In a new paper (bit.ly/3JKLgVn) @karthik-econ.bsky.social & I show how personalized adaptive learning (PAL) software can sharply improve learning outcomes at scale🧵1/16

Impact-focused funders often ask: if it worked here, will it work there? This paper is a small, but impt step toward a generalized approach (grounded in theory + human data) to generalize research across settings—core to putting social science to use at scale.💪

Ethan Mollick@emollick.bsky.social · 11mo ago

This is a cool paper that suggests that AI agents can indeed be used for social science experiments, but that just using a chatbot isn't good enough, instead prompts developed based on social & game theory makes AI agent actions predictive of real human outcomes. benjaminmanning.io/files/optimi...

Few things I love more than when I see a paper report on how research was put to use at scale!!👇 New study on fixing college admissions. In Chile’s centralized system, personalized, in-platform info helped students avoid common app mistakes & improved outcomes🧵⬇️

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Great 🧵 about our recent @science.org policy essay arguing we need an evidence base for effective AI policy—plus support and protections for the researchers doing this important work. Thank you @michaeleddy.bsky.social!

Michael Eddy@michaeleddy.bsky.social · last yr.

New in @science.org : 20+ AI scholars—inc. @alondra.bsky.social @randomwalker.bsky.social @sanmikoyejo.bsky.social et al, lay out a playbook for evidence-based AI governance. Without solid data, we risk both hype and harm. Thread 👇

First Father’s Day as a new dad—and I’m still in awe. In the early 90s I doubted I’d ever see marriage, fatherhood, family. Yet here we are: two husbands, one *amazing* son, and a world that has made progress possible. So grateful! 🥰🥰

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Every year South Asia’s brick kilns spew as much CO₂ as the entire U.S. car fleet. Kilns poison the air that 2 billion people breathe—and kill over 50,000 annually A new study in Science shows how simple fixes can clean air, cut emissions & improve public health🧵⬇️

Science Magazine@science.org · last yr.

Simple and inexpensive interventions aimed at making changes in how Bangladesh’s informal brink kilns operate could dramatically cut emissions and boost profits for producers, according to a new Science study. Learn more in this week's issue: scim.ag/3GIqSm6

Coal-fired brick kilns have proliferated in Bangladesh to meet the demand for building materials from the rapidly growing economy. Regulations have struggled to keep up with the growth of informal brick manufacturing. Pollution from brick kilns worsens air quality, accelerates global climate change, and harms human health. Practical interventions can reduce these harms.

Every year South Asia’s brick kilns spew as much CO₂ as the entire U.S. car fleet. Kilns poison the air that 2 billion people breathe—and kill over 50,000 annually A new study in Science shows how simple fixes can clean air, cut emissions & improve public health🧵⬇️

Science Magazine@science.org · last yr.

Simple and inexpensive interventions aimed at making changes in how Bangladesh’s informal brink kilns operate could dramatically cut emissions and boost profits for producers, according to a new Science study. Learn more in this week's issue: scim.ag/3GIqSm6

Coal-fired brick kilns have proliferated in Bangladesh to meet the demand for building materials from the rapidly growing economy. Regulations have struggled to keep up with the growth of informal brick manufacturing. Pollution from brick kilns worsens air quality, accelerates global climate change, and harms human health. Practical interventions can reduce these harms.

What makes an idea go from promising to adopted at scale? Spoiler: It’s not just research evidence or funding. This article breaks down why government capability and public partnership matter for real-world impact. ssir.org/articles/ent...

Helping NGOs and Funders Make the ‘Big Shift’ to Working With Government (SSIR)

The nonprofit sector and its philanthropic supporters still too often overlook the most effective pathway to exponential impact.

ssir.org