Steve Rathje
@steverathje.bsky.social
5.8K followers 940 following 61 posts
Incoming Assistant Professor of HCI at Carnegie Mellon studying the psychology of technology. NSF postdoc at NYU, PhD from Cambridge, BA from Stanford. stevenrathje.com
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steverathje.bsky.social
🚨 New preprint 🚨

Across 3 experiments (n = 3,285), we found that interacting with sycophantic (or overly agreeable) AI chatbots entrenched attitudes and led to inflated self-perceptions.

Yet, people preferred sycophantic chatbots and viewed them as unbiased!

osf.io/preprints/ps...

Thread 🧵
Abstract and results summary
Reposted by Steve Rathje
jayvanbavel.bsky.social
Why do some ideas spread widely, while others fail to catch on?

Our new review paper on the PSYCHOLOGY OF VIRALITY is now out in @cp-trendscognsci.bsky.social (it was led by @steverathje.bsky.social)

Read the full paper here: www.cell.com/trends/cogni...
steverathje.bsky.social
Our recent review article "The Psychology of Virality" with @jayvanbavel.bsky.social
is on the front cover of this month's issue of
@cp-trendscognsci.bsky.social.
Reposted by Steve Rathje
centerconflictcooperation.com
Would you notice if Gemini or ChatGPT was just flattering you?
Read @steverathje.bsky.social's new preprint to learn about how people actually feel towards overly agreeable chatbots.

OSF: osf.io/preprints/ps...
(summary in thread below!)
Reposted by Steve Rathje
myra.bsky.social
AI always calling your ideas “fantastic” can feel inauthentic, but what are sycophancy’s deeper harms? We find that in the common use case of seeking AI advice on interpersonal situations—specifically conflicts—sycophancy makes people feel more right & less willing to apologize.
Screenshot of paper title: Sycophantic AI Decreases Prosocial Intentions and Promotes Dependence
Reposted by Steve Rathje
gordonhodsonphd.bsky.social
Cool new study by @joelleforestier.bsky.social @page-gould.bsky.social & Alison Chasteen

Can social media contact reduce prejudice?

#PrejudiceResearch

psycnet.apa.org/fulltext/202...
Reposted by Steve Rathje
steverathje.bsky.social
🚨 New preprint 🚨

Across 3 experiments (n = 3,285), we found that interacting with sycophantic (or overly agreeable) AI chatbots entrenched attitudes and led to inflated self-perceptions.

Yet, people preferred sycophantic chatbots and viewed them as unbiased!

osf.io/preprints/ps...

Thread 🧵
Abstract and results summary
Reposted by Steve Rathje
jayvanbavel.bsky.social
In a new paper, we find that sycophantic #AI chatbots make people more extreme--operating like an echo chamber

Yet, people prefer sycophantic chatbots and see them as less biased

Only open-minded people prefer disagreeable chatbots: osf.io/preprints/ps...

Led by @steverathje.bsky.social
steverathje.bsky.social
Thanks! Excited to read your book.
Reposted by Steve Rathje
mixedlinguist.bsky.social
So excited to see this research! My students just learned the word “sycophantic” today, for exactly this reason! We talked about the types and qualities of conversations you can have with a sycophant, and why this matters for how we process the output of LLMs.
steverathje.bsky.social
🚨 New preprint 🚨

Across 3 experiments (n = 3,285), we found that interacting with sycophantic (or overly agreeable) AI chatbots entrenched attitudes and led to inflated self-perceptions.

Yet, people preferred sycophantic chatbots and viewed them as unbiased!

osf.io/preprints/ps...

Thread 🧵
Abstract and results summary
steverathje.bsky.social
Cool! Thank you for sharing!
steverathje.bsky.social
This is still a working paper, so please let us know if you have any feedback!
steverathje.bsky.social
We hope this research informs the creation of AI systems that broaden users’ perspectives instead of reinforcing their biases.
steverathje.bsky.social
The very qualities that are thought to make AI persuasive, such as its ability to provide targeted facts and evidence, may also make it an effective tool for creating elaborate rationalizations of one’s beliefs.
steverathje.bsky.social
While AI chatbots have been lauded for their ability to encourage more accurate viewpoints and debunk misinformation, our work suggests that people may prefer to use AI to marshal evidence in support of their pre-existing beliefs.
steverathje.bsky.social
AI companies may face a tradeoff between creating engaging AI systems that foster echo chambers or creating less engaging AI systems that are healthier for users and public discourse.
steverathje.bsky.social
Altogether, these results suggest that people’s preference for and blindness to sycophantic AI may risk creating AI "echo chambers" that increase polarization and overconfidence.
steverathje.bsky.social
Different dimensions of sycophancy had different effects:
-The one-sided presentation of facts primarily impacted extremity & certainty
-Validation primarily impacted enjoyment & perceptions of bias
steverathje.bsky.social
The sycophantic chatbot also amplified people’s belief that they were "better than average" on a number of desirable traits (e.g., intelligence, empathy), and the disagreeable chatbot had the opposite effect.

In other words, AI sycophancy might lead to inflated self-perceptions.
Results for better than average
steverathje.bsky.social
One might think sycophantic AI would be considered less competent, since training chatbots to be warm makes them less accurate (arxiv.org/abs/2507.21919).

However, sycophantic AI was rated by participants as both warmer *and* more competent.
Results for warmth and competence
steverathje.bsky.social
In other words, people seem to have a "bias blind spot" when it comes to identifying biases in AI that agrees with them.
steverathje.bsky.social
People viewed the sycophantic chatbot as unbiased and the disagreeable chatbot as highly biased.

In reality, *both* chatbots were biased: the sycophantic chatbot was simply biased in the user’s favor.
Results for unbiased outcome
steverathje.bsky.social
However, people enjoyed the sycophantic chatbot much more than the disagreeable chatbot and were more likely to choose to use it again!
Results for enjoyment