Innovating for the Public Good: R&D for Democracy

Innovating for the Public Good: R&D for Democracy

@ifpg.bsky.social

IFPG is committed to identifying, testing, scaling and resourcing innovations that protect democracy. https://innovatingforpublicgood.org/

285 followers556 following118 posts

Innovating for the Public Good: R&D for Democracy reposted

@ifpg.bsky.social worked w/ Dewey Digital to examine how AI platforms are answering common voter questions across critical 2026 House, Senate & gubernatorial campaigns. Our findings? ๐‹๐ž๐š๐๐ข๐ง๐  ๐€๐ˆ ๐ฉ๐ฅ๐š๐ญ๐Ÿ๐จ๐ซ๐ฆ๐ฌ ๐š๐ซ๐ž ๐ฉ๐ซ๐จ๐ฏ๐ข๐๐ข๐ง๐  ๐ฏ๐จ๐ญ๐ž๐ซ๐ฌ ๐ฐ/ ๐ข๐ง๐š๐œ๐œ๐ฎ๐ซ๐š๐ญ๐ž ๐š๐ง๐ ๐จ๐ฎ๐ญ๐๐š๐ญ๐ž๐ ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง ๐š๐›๐จ๐ฎ๐ญ ๐ฏ๐จ๐ญ๐ข๐ง๐  & ๐œ๐š๐ง๐๐ข๐๐š๐ญ๐ž๐ฌ.

innovatingforpublicgood.substack.comNew Analysis Finds AI Platforms Providing Voters With Inaccurate, Outdated Election InformationInnovating for the Public Goodโ€™s Second Interim Report Analyzes More Than 150,000 AI-Generated Answers and 1.5 Million Citations Across 63 Battleground Races

Innovating for the Public Good: R&D for Democracy reposted

My team is very proud of this deep dive research we did with @ifpg.bsky.social into over 151 thousand AI answers and 1.5MM citations to real world election questions for last months. The trends and highlights in this early report is just the first early findings - with more to come!

Page S. Gardner@pagegardner.bsky.social

This is the second report from IFPG, revealing the work conducted by Dewey Digital. Dewey Digital has created new tools & software to discern AI's understanding of candidates & campaigns, as well as the algorithms driving AI responses to voters. innovatingforpublicgood.substack.com/p/new-analys...

IFPG expects to release a third and final AI Midterms report in early November with the complete data collected through Election Day, full methodology, updates and additional findings. The final dataset is expected to include more than 300,000 answers and nearly 3 million citations.

Trust collapses when people canโ€™t tell whatโ€™s real. IFPG works on the biggest lever in that collapse โ€” the information environment itself โ€” building tools, research, and interventions to restore peopleโ€™s capacity to know what is true. Hereโ€™s some of the work IFPG is doing:

View full thread

๐Ÿ”น AI & The Midterms: IFPG & Dewey Digital are measuring how open the campaign websites of competitive 2026 candidates are to AI crawlers. The field covers every U.S. Senate, Governor and House race rated a toss-up or lean by the Cook Political Report or Sabato's Crystal Ball.

innovatingforpublicgood.substack.comThe AI Impact on Midterms โ€“ Part 1AI crawler exposure and AI platform accuracy across crucial 2026 battleground races for House, Senate and Governor

๐Ÿ”น AI Answers and Actions: IFPG is taking those same races & candidates and tracking what the top AI systems say about each of them, every day, at scale. Daily audits across seven leading AI systems ask the same nine questions for every race and capture every answer and citation through Election Day.

Trust collapses when people canโ€™t tell whatโ€™s real. IFPG works on the biggest lever in that collapse โ€” the information environment itself โ€” building tools, research, and interventions to restore peopleโ€™s capacity to know what is true. Hereโ€™s some of the work IFPG is doing:

On October 20, a polling firm called Wedgewood Polls admitted it had been fabricating survey data. IFPG worked with Dewey Square Group to analyze how this data polluted the AI answers for top election quetions over the last months: innovatingforpublicgood.substack.com/p/fake-polls...

innovatingforpublicgood.substack.comFAKE POLLS, MISLEADING AI ANSWERSA fake pollster made it into the AI platformsโ€™ answers about 15 midterm races

Innovating for the Public Good: R&D for Democracy reposted

@fiftyplusone.news did great work uncovering this fake polster. My team working with @ifpg.bsky.social then analyzed how this data polluted the AI answers for top election quetions over the last months. ๐Ÿ‘‡ "FAKE POLLS, MISLEADING AI ANSWERS" innovatingforpublicgood.substack.com/p/fake-polls...

innovatingforpublicgood.substack.comFAKE POLLS, MISLEADING AI ANSWERSA fake pollster made it into the AI platformsโ€™ answers about 15 midterm races

2030-2032 Survey: The 2030 census will bring about a sea change. IFPG is outlining what these changes will mean electorally, presenting a variety of scenarios regarding the refashioning of congressional and state legislative districts based on population changes, new gerrymandering efforts & more.

View full thread

๐Ÿ”น The Bandwagon Effect: We know from behavioral science that people want to consider themselves part of an โ€œin-group." IFPG is exploring whether this dynamic could be employed to encourage more partisan voting through voter research testing the impact of social signaling.

๐Ÿ”น Othering: โ€œUs versus themโ€ narratives and the dehumanization of certain groups have been a path to power on the Right. IFPG research examines how to weaken its power holistically. There is much more to do, including field pilot programs and scaling these approaches as we prepare for 2028.

๐Ÿ”น Feelings Over Facts: Why does fact-based messaging so often fail? IFPGโ€™s report breaks down the neuroscience & psychology behind that question, what works instead and how practitioners can apply an emotions-first framework to narrative. The work includes a report, practitionerโ€™s guide & workbook.

Innovating for the Public Good: R&D for Democracy reposted

Almost no 2026 campaign website is ready for AI search. That's the headline from a first-of-its-kind study sponsored by @ifpg.bsky.social, which scanned every House, Senate & Gubernatorial race rated toss-up โ€” 63 races in 24 states, 126 campaigns. innovatingforpublicgood.substack.com/p/the-ai-imp...

innovatingforpublicgood.substack.comThe AI Impact on Midterms โ€“ Part 1AI crawler exposure and AI platform accuracy across crucial 2026 battleground races for House, Senate and Governor

A new IFPG study examines every House, Senate & Governor race rated "toss-up" or "lean" by The Cook Political Report or Sabato's Crystal Ball in the 2026 midterm election: 63 races in 24 states, with 126 campaigns from both Republican and Democratic candidates. substack.com/@pagegardner...

substack.comThe AI Impact on Midterms โ€“ Part 1AI crawler exposure and AI platform accuracy across crucial 2026 battleground races for House, Senate and Governor

Innovating for the Public Good: R&D for Democracy reposted

Replying to @pagegardner.bsky.social

WSJ reports ~1 in 5 voters now hold negative views of both parties & could help decide the midterms. @ifpg.bsky.social calls these voters Double Negatives. Understanding them isn't just about predicting elections. It's about understanding America's growing trust crisis. www.wsj.com/politics/ele...

wsj.comThese โ€˜Double Hatersโ€™ Have Lost Faith in Both Partiesโ€”and Could Decide the MidtermsThe rising tide of voter disenchantment stands to benefit Democrats in this yearโ€™s midterm contests.

One of the biggest mistakes communicators make is assuming that facts change minds. That's why IFPG partnered w/ Dr. @jiggygero.bsky.social and Kate Catherall to create Feelings Over Facts: Embracing an Emotions-First Narrative Strategy โ€” including a report, emotions-first framework and workbook.

feelingsoverfacts.orgFeelings Over Facts | Embracing An Emotions-First Narrative Strategy - Feelings Over FactsWe like to think people are rational actors, and the best way to reach them is with facts and well-reasoned arguments. But the truth is that most of the time,

Innovating for the Public Good: R&D for Democracy reposted

Replying to @pagegardner.bsky.social

People interpret information through values, identity, experience and emotion. They remember stories and act on what feels meaningful, urgent, hopeful or threatening. That's why this project includes the science, strategy and practice of emotion-first communications. Messageโ†’Emotionโ†’Behavior

Innovating for the Public Good: R&D for Democracy reposted

Iโ€™ve been evangelizing an emotions-centered approach to narrative for years and have now turned it into a full manifesto in collaboration with Kate Catherall and @Innovating for the Public Good! Come listen to us tell you all about the science next week ๐Ÿง  ๐Ÿ™‚

Join us on October 1 at 12 p.m. ET for the launch of Feelings Over Facts: Embracing an Emotions-First Narrative Strategy. The report and toolkit explore why fact-based messaging fails, what engages the emotional brain, and how to create narratives that get acted on. us02web.zoom.us/webinar/regi...