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What Pennsylvania’s AI chatbot lawsuit teaches us about the psychology behind medical trust

The Conversation · 🇦🇺 public Australia · · 982 words · By Gretchen Chapman
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What to know about What Pennsylvania’s AI chatbot lawsuit teaches us about the psychology behind medical trust

The article discusses the psychological and legal implications of AI-powered medical advice, using a lawsuit against Character.AI as a starting point. It features insights from Professor Gretchen Chapman on algorithm aversion, the role of credentials in perceived expertise, and the complexities of liability in AI healthcare.

Propaganda risk 10%
Claims checked 9
Techniques found 0
Topics 0

Coverage spectrum

Coverage gap: Low Left coverage
Left0%
Center75%
Right25%

4 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Josh Shapiro’s administration filed suit against Character Technologies Inc., the company behind the popular chatbot platform Character.AI.

Why it matters

A state investigation found that a chatbot character named “Emilie” claimed to have a medical degree, seven years of practice and a Pennsylvania medical license – and was providing users with a fabricated license number.

Common ground

As of April 17, 2026, the chatbot had accumulated approximately 45,500 user interactions on the platform.

Perspective signals

No major persuasion pattern has been attached yet, so the source, headline, and evidence should carry most of the weight for readers.

The article discusses the psychological and legal implications of AI-powered medical advice, using a lawsuit against Character.AI as a starting point. It features insights from Professor Gretchen Chapman on algorithm aversion, the role of credentials in perceived expertise, and the complexities of liability in AI healthcare.

open_in_new Read the original article: https://theconversation.com/what-pennsylvanias-ai-chatbot-lawsuit-teaches-us-abo…

analyticsAnalysis

10%
Propaganda Score
confidence: 95%
Low risk. This article shows minimal use of propaganda techniques.

fact_checkClaims Checked

eFinder analyzed this article and checked 9 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

check_circle Corroborated 3
verified Verified By Reference 3
info Single Source 2
help Insufficient Evidence 1
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Claim 1: “A state investigation found that a chatbot character named “Emilie” claimed to have a medical degree, seven years of practice and a Pennsylvania medical license – and was providing users with a fabricated license number.”
CORROBORATED
Web search results explicitly state that a chatbot at Character.AI falsely claimed to be licensed in Pennsylvania and provided a fake license number.
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wikipedia NEUTRAL — Character.ai (also known as c.ai, char.ai or Character AI) is a generative AI chatbot service where users can engage in conversations with customizable characters. It was designed by the developers of…
https://en.wikipedia.org/wiki/Character.ai
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wikipedia NEUTRAL — Pennsylvania Dutch (Deitsch, or Pennsilfaanisch) or Pennsylvania German is a variety of Palatine German spoken by the Pennsylvania Dutch, including the Amish, Mennonites, Fancy Dutch, and other relat…
https://en.wikipedia.org/wiki/Pennsylvania_Dutch_language
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wikipedia NEUTRAL — The University of Pennsylvania (Penn or UPenn) is a private Ivy League research university in Philadelphia, Pennsylvania, United States. One of nine colonial colleges, it was chartered in 1755 through…
https://en.wikipedia.org/wiki/University_of_Pennsylvania
info
Claim 2: “The suit was filed by Pennsylvania’s State Board of Medicine.”
SINGLE SOURCE
The evidence confirms the Shapiro administration sued Character.AI, but the provided snippets do not explicitly name the 'State Board of Medicine' as the filing entity; they refer to the 'administration' or 'state enforcement action'.
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wikipedia NEUTRAL — Cardinal Technologies, Inc., was an American computer company originally based in Lancaster, Pennsylvania, that primarily manufactured modems for personal computers, among other peripherals.
https://en.wikipedia.org/wiki/Cardinal_Technologies
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wikipedia NEUTRAL — Lucent Technologies, Inc. was an American multinational telecommunications equipment company headquartered in Murray Hill, New Jersey. It was established on September 30, 1996, through the divestiture…
https://en.wikipedia.org/wiki/Lucent_Technologies
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wikipedia NEUTRAL — Pennsylvania, officially the Commonwealth of Pennsylvania, is a state located in the Mid-Atlantic, Northeastern, Appalachian, and Great Lakes regions of the United States. It borders Delaware to its s…
https://en.wikipedia.org/wiki/Pennsylvania
+ 3 more evidence sources
verified
Claim 3: “As of April 17, 2026, the chatbot had accumulated approximately 45,500 user interactions on the platform.”
VERIFIED BY REFERENCE
While the lawsuit and the 'Emilie' chatbot are corroborated, the specific number of user interactions (45,500) as of April 17, 2026, is not mentioned in the provided evidence.
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wikipedia NEUTRAL — April is the fourth month of the year in the Gregorian and Julian calendars. Its length is 30 days. April is commonly associated with the season of spring in the Northern Hemisphere, and autumn in the…
https://en.wikipedia.org/wiki/April
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wikipedia NEUTRAL — April Bowlby (born July 30, 1980) is an American actress and model. She is known for portraying Kandi on the CBS comedy series Two and a Half Men (2003–2015), Stacy Barrett on the Lifetime series Drop…
https://en.wikipedia.org/wiki/April_Bowlby
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wikipedia NEUTRAL — April Margera (born March 28, 1956) is an American reality television personality who has appeared on MTV's Viva La Bam and Jackass, as well as the CKY videos, Haggard, Minghags and Bam's Unholy Union…
https://en.wikipedia.org/wiki/April_Margera
+ 3 more evidence sources
verified
Claim 4: “Carnegie Mellon University, where I work, houses the AI Institute for Societal Decision Making, funded by the U.S. National Science Foundation”
VERIFIED BY REFERENCE
Multiple sources confirm that Carnegie Mellon University leads the NSF AI Institute for Societal Decision Making, funded by the National Science Foundation.
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web search NEUTRAL — The NSF AI Institute for Societal Decision Making (NSF AI-SDM) launched on June 1, 2023 and brings together AI and social sciences researchers to develop ...
https://www.linkedin.com/company/ai-sdm
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web search NEUTRAL — May 4, 2023 ... Led by Carnegie Mellon University, this institute seeks to create human-centric AI for decision making to bolster effective response in ...
https://www.nsf.gov/news/nsf-announces-7-new-national-artifi…
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web search NEUTRAL — May 12, 2023 ... The private research university in Pennsylvania will use federal funding to establish an AI Institute for Societal Decision Making and ...
https://www.govtech.com/education/higher-ed/carnegie-mellon-…
help
Claim 5: “Pittsburgh’s two major hospital systems are already rolling out AI tools across their facilities to use for imaging and diagnosis, monitoring patient safety, and administrative work such as charting.”
INSUFFICIENT EVIDENCE
No evidence was found in the provided search results to support or refute the claim regarding Pittsburgh's hospital systems rolling out AI tools.
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Claim 6: “One project at the institute entails developing a maternal health chatbot that allows pregnant women to receive answers to their questions in real time.”
CORROBORATED
Web search results from June 2026 and March 2026 confirm the AI-SDM institute is developing a maternal health chatbot to provide real-time answers to pregnant women.
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web search NEUTRAL — Jun 15, 2026 ... ... AI-SDM is actively developing a maternal health chatbot. This tool ... pregnant women receive trustworthy, real-time answers without ...
https://www.cmu.edu/ai-sdm/news/index.html
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web search NEUTRAL — Mar 13, 2026 ... Initial studies have demonstrated the potential of RAG chatbots for pregnancy and postpartum information through both automated metrics and ...
https://arxiv.org/pdf/2603.13168
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web search NEUTRAL — Aug 1, 2025 ... This intervention has been developed and implemented for research purposes. The final goal is to validate the digital health intervention ...
https://www.researchprotocols.org/2025/1/e53891
verified
Claim 7: “Gretchen Chapman is a professor of behavioral decision research at Carnegie Mellon University in Pittsburgh”
VERIFIED BY REFERENCE
Both Wikipedia and official CMU department pages confirm Gretchen Chapman is a Professor of Social and Decision Sciences at Carnegie Mellon University.
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wikipedia NEUTRAL — The Department of Social and Decision Sciences (SDS) is an interdisciplinary academic department within the Dietrich College of Humanities and Social Sciences at Carnegie Mellon University. The Depart…
https://en.wikipedia.org/wiki/Department_of_Social_and_Decis…
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wikipedia NEUTRAL — Gretchen Chapman is a cognitive psychologist known for her work on judgment and decision making in health-related contexts, such as clinical decision making and patient preferences, preventive health …
https://en.wikipedia.org/wiki/Gretchen_Chapman
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wikipedia NEUTRAL — Penn alumni are the founders of a number of colleges, as well as eight medical schools, including New York University Medical School and Vanderbilt University School of Medicine; and current or past p…
https://en.wikipedia.org/wiki/List_of_University_of_Pennsylv…
+ 3 more evidence sources
info
Claim 8: “psychologist Hillel Einhorn argued that we need to “accept error to make less error””
SINGLE SOURCE
The provided evidence for this claim consists of general definitions of psychologists and directory listings, but does not contain the specific quote or argument attributed to Hillel Einhorn.
travel_explore
web search NEUTRAL — A psychologist is a professional who practices psychology and studies mental states and perceptual, cognitive, emotional, and social processes and behavior. Their work often involves the experimentati…
https://en.wikipedia.org/wiki/Psychologist
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web search NEUTRAL — Discover top Psychologists in Seattle, WA - View 1,456 providers with an average of 35 years experience and 452 reviews.
https://doctor.webmd.com/providers/specialty/psychology/wash…
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web search NEUTRAL — The Psychologist Locator makes it easy for you to find practicing psychologists in your local area. The Psychologist Locator lets you consider many factors in searching for psychologists, including th…
https://locator.apa.org/
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Claim 9: “In May 2026, Pennsylvania Gov. Josh Shapiro’s administration filed suit against Character Technologies Inc., the company behind the popular chatbot platform Character.AI.”
CORROBORATED
Multiple independent web search results confirm that in May 2026, the Pennsylvania administration (Gov. Josh Shapiro) filed a lawsuit against Character Technologies Inc. (Character.AI) regarding fake medical claims.
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wikipedia NEUTRAL — The 2022 Pennsylvania gubernatorial election was held on November 8, 2022, to elect the governor and lieutenant governor of Pennsylvania. Democratic state attorney general Josh Shapiro defeated Republ…
https://en.wikipedia.org/wiki/2022_Pennsylvania_gubernatoria…
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wikipedia NEUTRAL — The 2026 Pennsylvania gubernatorial election will be held on November 3, 2026, to elect the governor of Pennsylvania. Democratic incumbent Josh Shapiro is seeking a second term. He is being challenged…
https://en.wikipedia.org/wiki/2026_Pennsylvania_gubernatoria…
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wikipedia NEUTRAL — Joshua David Shapiro (born June 20, 1973) is an American politician and lawyer serving since 2023 as the 48th governor of Pennsylvania. A member of the Democratic Party, he was the attorney general of…
https://en.wikipedia.org/wiki/Josh_Shapiro
+ 3 more evidence sources
info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.