Tech
As AI grows smarter, it may also become increasingly selfish
New research from Carnegie Mellon University’s School of Computer Science shows that the smarter the artificial intelligence system, the more selfish it will act.
Researchers in the Human-Computer Interaction Institute (HCII) found that large language models (LLMs) that can reason possess selfish tendencies, do not cooperate well with others and can be a negative influence on a group. In other words, the stronger an LLM’s reasoning skills, the less it cooperates.
As humans use AI to resolve disputes between friends, provide marital guidance and answer other social questions, models that can reason might provide guidance that promotes self-seeking behavior.
“There’s a growing trend of research called anthropomorphism in AI,” said Yuxuan Li, a Ph.D. student in the HCII who co-authored the study with HCII Associate Professor Hirokazu Shirado. “When AI acts like a human, people treat it like a human. For example, when people are engaging with AI in an emotional way, there are possibilities for AI to act as a therapist or for the user to form an emotional bond with the AI. It’s risky for humans to delegate their social or relationship-related questions and decision-making to AI as it begins acting in an increasingly selfish way.”
Li and Shirado set out to explore how AI reasoning models behave differently than nonreasoning models when placed in cooperative settings. They found that reasoning models spend more time thinking, breaking down complex tasks, self-reflecting and incorporating stronger human-based logic in their responses than nonreasoning AIs.
“As a researcher, I’m interested in the connection between humans and AI,” Shirado said. “Smarter AI shows less cooperative decision-making abilities. The concern here is that people might prefer a smarter model, even if it means the model helps them achieve self-seeking behavior.”
As AI systems take on more collaborative roles in business, education and even government, their ability to act in a prosocial manner will become just as important as their capacity to think logically. Overreliance on LLMs as they are today may negatively impact human cooperation.
To test the link between reasoning models and cooperation, Li and Shirado ran a series of experiments using economic games that simulate social dilemmas between various LLMs. Their testing included models from OpenAI, Google, DeepSeek and Anthropic.
In one experiment, Li and Shirado pitted two different ChatGPT models against each other in a game called Public Goods. Each model started with 100 points and had to decide between two options: contribute all 100 points to a shared pool, which is then doubled and distributed equally, or keep the points.
Nonreasoning models chose to share their points with the other players 96% of the time. The reasoning model only chose to share its points 20% of the time.
“In one experiment, simply adding five or six reasoning steps cut cooperation nearly in half,” Shirado said. “Even reflection-based prompting, which is designed to simulate moral deliberation, led to a 58% decrease in cooperation.”
Shirado and Li also tested group settings, where models with and without reasoning had to interact.
“When we tested groups with varying numbers of reasoning agents, the results were alarming,” Li said. “The reasoning models’ selfish behavior became contagious, dragging down cooperative nonreasoning models by 81% in collective performance.”
The behavior patterns Shirado and Li observed in reasoning models have important implications for human-AI interactions going forward. Users may defer to AI recommendations that appear rational, using them to justify their decision to not cooperate.
“Ultimately, an AI reasoning model becoming more intelligent does not mean that model can actually develop a better society,” Shirado said.
This research is particularly concerning given that humans increasingly place more trust in AI systems. Their findings emphasize the need for AI development that incorporates social intelligence, rather than focusing solely on creating the smartest or fastest AI.
“As we continue advancing AI capabilities, we must ensure that increased reasoning power is balanced with prosocial behavior,” Li said. “If our society is more than just a sum of individuals, then the AI systems that assist us should go beyond optimizing purely for individual gain.”
Shirado and Li will deliver a presentation based on their paper, “Spontaneous Giving and Calculated Greed in Language Models,” at the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP) next month in Suzhou, China. The work is available on the arXiv preprint server.
More information:
Yuxuan Li et al, Spontaneous Giving and Calculated Greed in Language Models, arXiv (2025). DOI: 10.48550/arxiv.2502.17720
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Much of the imagery is familiar from previous releases, and includes things like a photo of a stuffed tiger, a photo of a framed Times of London cover of Princess Diana placed at the back of a closet, photos of the many paintings of nude women in Epstein’s townhouse, and framed photos of Epstein associates like Trump and Woody Allen.
Volume 2
The second volume contains 574 photos and one four-second video. Many of the photos feature Epstein and Maxwell in various locations. Several celebrities and politicians also appear in the photos, including actors Chris Tucker and Kevin Spacey, singer Michael Jackson, and Rolling Stones guitarist Keith Richards—none of whom appear in suspicious or compromising positions.
However, Bill Clinton appears multiple times in the second batch of images. In one photo, he is shirtless in a pool with a woman whose identity has been redacted; a photo that appears to have been taken at the same location shows Clinton and Maxwell in the pool. Clinton also appears in multiple photos with women whose identities have been redacted.
Clinton took four trips with Epstein in 2002 and 2003, including a humanitarian trip to Africa and London. During a portion of that trip, he was accompanied by Tucker and Spacey, according to The New York Times.
(Clinton spokesperson Angel Ureña released a statement reading, in part, “They can release as many grainy 20-plus-year-old photos as they want, but this isn’t about Bill Clinton.”)
Dozens of photos feature Jean-Luc Brunel, a modeling agent and close friend of Epstein’s. The photos show Brunel with Epstein and Maxwell in multiple locations, as well as aboard what appears to be Epstein’s infamous private jet. In several images, Maxwell is seen massaging Brunel’s feet and sticking one foot between her breasts.
Brunel was arrested by French authorities in 2020 as part of a sex trafficking and sexual assault investigation into Epstein, and charged with rape of minors over 15 and sexual harassment. Brunel denied any wrongdoing. In 2022, Brunel was found dead, hanged in his jail cell.
Volume 3
The third volume contains several hundred photos. One of those, which appears to have been framed, shows a man who appears to be Prince Andrew posing on his side on the laps of at least four women, whose faces are all redacted. A smiling Maxwell, and a woman whose face is redacted, stand in the background.
Many of the photos, however, may have been printed out as they appeared in digital storage, since the individual photo names, the file extensions, and album names are all visible. Many images with those markers include Clinton, and several were seemingly taken on a group vacation to Thailand that Clinton is alleged to have taken with Epstein and Maxwell. Clinton also joined the couple for at least one leg of a multiple-destination vacation that stopped in China, Paris, and Stockholm, another that stopped in New York, Los Angeles, and London, another trip to Africa and London, and another trip to Morocco. In one photo, Clinton is shown with a woman, whose face is redacted, sitting on Clinton’s lap.
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