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Posts by Phúc Huỳnh Lê

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Why you stink at fact-checking Cognitive psychologists know the way our minds work means we not only don’t notice errors and misinformation we know are wrong, we also then remember them as true.

It's International Fact-Checking Day!

Here's an old article from me about why we generally stink at fact-checking and the important role that professional fact-checkers serve in the information ecosystem.

theconversation.com/why-you-stin...

2 weeks ago 9 7 0 1
OSF

When you collect data online, are the results from humans or AI? In a project led by Booth PhD student Grace Zhang, we estimate the prevalence of AI agents on commonly used survey platforms:
osf.io/preprints/ps...
🧵

1 month ago 110 50 4 5
Amplifiers of Epistemic Posture Essays and writing on AI

I'm a cognitive scientist with an interest in epistemic vigilance, and this essay that's been going around gave me pause.

I don't think it's straightforward to apply the concept of epistemic vigilance to interactions with LLMs, as this essay does.

🧵/

sbgeoaiphd.github.io/rotating_the...

1 month ago 298 123 8 34
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Trump has lost the voters who weren’t paying attention in 2024 The least-engaged Americans have swung 25 points against him since 2024 — about twice the shift among everyone else. Trump has flattened the engagement gap.

New poll: In 2024, low-engagement voters went for Trump over Harris by 11 percentage points. But now they disapprove of the way he's handling the presidency by 13. They have moved 25 points against Trump — 2x as large as the shift for high-knowledge voters www.gelliottmorris.com/p/trump-lost...

2 months ago 3177 898 174 265
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Another Killing on ICE The right wing propaganda machine can’t spin the killing of Alex Pretti

Yesterday, I awoke to news of another ICE killing in MN. On Bluesky, the conversation was deeply critical of ICE. But I wanted to see how things were going on X. Surprisingly, the attempts there to blame the victim weren't getting as much traction as I suspected. So I wrote a thing.

2 months ago 956 218 20 23
OSF

My first registered replication report, study on the illusory truth effect, and study published in PB&R with @lkfazio.bsky.social ‼️Preprint here: osf.io/preprints/ps...

Previous research found that the illusory truth effect was smaller for conspiracy statements than for trivia statements...

4 months ago 23 8 2 1
Ranking categories found on a recommendation portal for a PhD program. It reads:

Top 5%: Applicant is exceptional in this category and is among the best I've collaborated with in my career
Top 10%: Applicant has demonstrated consistent excellence and has performed well above the average of their peers in this category
Top 25%:  Applicant has consistently performed  above the average of their peers in this category
Top Half:  Applicant has consistently performed at an average level or midpoint of their peer group's performance in this category
Bottom Half:  Applicant has consistently performed below the average of their peers in this category
No Basis for Judgement:  I have not interacted with the applicant in a manner that allows me to fairly assess their competency in this category

Ranking categories found on a recommendation portal for a PhD program. It reads: Top 5%: Applicant is exceptional in this category and is among the best I've collaborated with in my career Top 10%: Applicant has demonstrated consistent excellence and has performed well above the average of their peers in this category Top 25%: Applicant has consistently performed above the average of their peers in this category Top Half: Applicant has consistently performed at an average level or midpoint of their peer group's performance in this category Bottom Half: Applicant has consistently performed below the average of their peers in this category No Basis for Judgement: I have not interacted with the applicant in a manner that allows me to fairly assess their competency in this category

Begging PhD programs to agree on a common app with only letters of rec that writers upload once. These inane likert scales when students are applying to 15-20 programs is destroying my soul

4 months ago 126 18 8 6
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🚨New WP🚨
Dialogues with our AI DebunkBot:
✔️Reduced belief in antisemitic conspiracy theories among believers
✔️Effect durable at 1+ month
✔️Improved attitudes towards Jews among initially negative participants

🟰Debunking works for deeply rooted, identity-linked conspiracies
osf.io/preprints/ps...

5 months ago 63 18 2 0

If you’re at #psynom25, stop by my lab’s posters and talks!

today 12 - 1:30 PM:

Jae counters the assumption that demand for political fact-checks is low (167)

@katie-allen.bsky.social finds that while repetition inflates many judgments, it doesn’t always create an illusion of creativity (168)

5 months ago 6 2 1 0

stop by my #psynom25 poster and learn what happens when ostracism (Cyberball) meets fake news ❤️‍🔥

5 months ago 4 1 0 0
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Divergent patterns of engagement with partisan and low-quality news across seven social media platforms | PNAS In recent years, social media has become increasingly fragmented, as platforms evolve and new alternatives emerge. Yet most research studies a sing...

"While high-quality content is posted more and receives more total engagement across platforms...a given author attracts higher levels of engagement when they post lower-quality content"

"pattern we find seems to be driven more by an underperformance of particularly popular high-quality outlets"

5 months ago 39 14 2 0

Am I reading this correctly?

A grad student ... in Computer Science ... enrolled in an undergraduate seminar ... in the American Indian and Indigenous Studies program ... where he ignored the readings and hijacked discussions to talk about Israel and defend its actions in Gaza?

What the hell?

6 months ago 3990 1169 115 43
Excerpt from the proposed 2026 NOAA Budget, showing the total funding for climate research reduced from $220 million per year to $0.

Excerpt from the proposed 2026 NOAA Budget, showing the total funding for climate research reduced from $220 million per year to $0.

The proposed NOAA budget for 2026 contains the literal line:

Total, Climate Research: $0

www.commerce.gov/sites/defaul...

9 months ago 624 383 24 44
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10 months ago 146 54 0 1

Not sure what to do about the fact that this country’s latest illegal war is being waged by a presidential administration that consists, top to bottom, of people who lie about everything, all the time

10 months ago 1577 341 27 9
Correcting inaccurate beliefs using human-AI dialogues
Correcting inaccurate beliefs using human-AI dialogues YouTube video by David Rand

Here is a 9-min high-level summary of my group's work on using GPT4 to debunking conspiracies. "I've been accused of being an AI optimist. But really I'm an AI pragmatist..." www.youtube.com/watch?v=kHD2...

10 months ago 19 3 2 1
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it will take years to rebuild from the damage that is being done today to the NSF pipeline that supports so so many germinal experiences for students and trainees. 💔

11 months ago 16 3 0 0
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Exclusive: NSF faces radical shake-up as officials abolish its 37 divisions Changes seen as a response to presidential directives on what research to fund

Exclusive: National Science Foundation staff were told today that the agency’s 37 divisions—across all eight directorates—are being abolished and the number of programs within those divisions will be drastically reduced.

11 months ago 2099 1529 155 435
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Had a chat about “debunkbot” and the research supporting it on CBS Mornings yesterday!

www.cbsnews.com/video/ai-cha...

11 months ago 14 3 0 0
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Rapid Response Bridge Funding Program In the face of recent abrupt shifts in federal funding for education research, including large-scale terminations of National Science Foundation (NSF) research grant awards, we have developed a rap...

The Spencer Foundation is offering rapid response bridge funding for those who lost NSF research grants.

www.spencer.org/grant_types/...

11 months ago 619 505 4 19

this is batshit

11 months ago 271 59 19 3

Update: I have been able to confirm grants worth ~$6M were terminated but think the total may be as high as $94M.

If you or your colleagues got a termination letter, considering responding to the form. You can do so anonymously.

1 year ago 55 31 1 2
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National Science Foundation Terminates Hundreds of Active Research Awards (Gift Article) The agency targeted grants focused on diversity, equity and inclusion, as well as research on misinformation.

Me: someday my research will be mentioned in the opening paragraph of a New York Times article!

Also me: hmmm should have been more specific.

www.nytimes.com/2025/04/22/s...

1 year ago 477 71 11 5
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This statement from the NSF is insane.

Science is, in essence, designed to separate the true from the false.

Understanding how falsehoods spread is key to the scientific endeavor. It is not a violation of free speech to be proven wrong.

1 year ago 2636 996 98 109

I got an email yesterday afternoon that my NSF SPRF Postdoctoral Fellowship was terminated. My grant focused on testing interventions to address online misinformation and I was 8 months into a two year appointment.

1 year ago 1043 462 70 24
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Northwestern University to self-fund research despite Trump administration freeze While university officials said they’ve still not received official word of such action, they acknowledged receiving about 100 stop-work orders from the federal government on roughly 100 fede…

Northwestern just announced that the university will meet the funding needs of any research that is being impacted by stop orders. LET'S GOOOOOOOOOOOOO! #edusky #academicsky

wgntv.com/evanston/nor...

1 year ago 2134 609 14 49
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Does the culture you grow up in shape the way you see the world? In a new Psych Review paper, @chazfirestone.bsky.social & I tackle this centuries-old question using the Müller-Lyer illusion as a case study. Come think through one of history's mysteries with us🧵(1/13):

1 year ago 1094 423 33 78

If you’re at #psynom24, check out my lab’s posters today!

Katie finds that while repetition inflates many judgments, it doesn’t create an illusion of creativity (12-1:30 PM; 5168)

And @phuchuynhle.bsky.social counters the intuition that ostracized people share more fake news (6-7:30 PM; 6062)

1 year ago 5 1 0 0
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The shared psychological roots of prejudice and conspiracy theory belief The psychological literature on prejudice and conspiracy theory belief have generally remained distinct, implicitly treating the two as unrelated phen…

Check out @dfreelon.bsky.social's piece in our special issue on the Psychology of Misinformation www.sciencedirect.com/science/arti.... He theorizes that prejudice and conspiracy theory belief both share similar precursors (right-wing authoritarianism, social dominance orientation, need for closure)

2 years ago 6 1 1 0
Abstract

Abstract

🚨New WP🚨
Field experiments with 33 million FB users & 75k Twitter users: Ads prompting users to think about accuracy reduce misinformation sharing!
Accuracy prompts offer platforms a content-neutral approach that is scalable and preservers user autonomy osf.io/preprints/ps...

2 years ago 47 24 2 3
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