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Peter J. Denning, Editor in ChiefThe digitally connected world has become a large, swirling sea of information stripped of context.

We help our readers make sense of it, find meaning in it, learn what to trust, and prepare for the future that may show up. "Ubiquity and Your Future

Peter J. Denning,
Editor-in-Chief

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LATEST ARTICLES

opinion

Artificial Intelligence: ChatGPT's Astonishing Fabrications About Percy Ludgate

by Brian Coghlan, Brian Randell, Noel O'Boyle, Walter Tichy

Shortly after ChatGPT burst into the public spotlight in late 2022, Brian Coghlan, Brian Randell, and Noel O'Boyle were intrigued by the repeated claim that ChatGPT would excel at supporting historical research. They had done extensive research on Percy Ludgate, a little-known computer pioneer who designed an analytical engine in 1909. Coghlan et al. put ChatGPT 3.5 to the test. They were astonished at its alacrity in producing authoritative-sounding but false answers to questions about Ludgate—questions whose answers they already knew through their own research. They concluded that the hallucination problem was much deeper than suspected. As part of our Symposium on AI, the editors of Ubiquity are pleased to publish this full technical report (lightly edited and reformatted) so that you can see for yourself. And as a bonus, you can learn a little about this amazing pioneer of computing. ...


opinion

Teens and Screens: The Siren Song of Social Media

by Kemal Delic, Jeff Johnson

The effect of the internet on children is not well understood, but the evidence is that the mental health of the young has been deteriorating since about 2012, and that between 2004 and 2020 there has been a doubling of teens reporting depressive episodes. Social media platforms use algorithms that amplify minority views, impose conversation topics, lead to social division, and spread anxiety-making misinformation and disinformation. The peer pressure on children to have an internet-enabled mobile phone is enormous. Many parents would like the state to be proactive in protecting their children. Behind the internet platforms are billionaires running trillion-dollar companies with strong interests in preventing such regulation. It is uncertain how the ongoing struggle between the tech giants and governments will play out. Effective regulation and eternal vigilance are required to keep our children safe in a bewildering online world. ...



opinion

Teens and Screens: Opening Statement: ACM Ubiquity Symposium on Teens and Screens

by Peter J. Denning

In 2025, teens use the Internet to find community, gather information, play games, listen to podcasts, participate in livestreams, and more. Many adults, parents, and lawmakers are concerned about the amount of time young people spend online, fearing negative effects on their mental health. This symposium presents four perspectives on this issue. ...


research-article

Artificial Intelligence: Generative AI

by Peter J. Denning

Large language models (LLMs) are the first neural network machines capable of carrying on conversations with humans. They are trained on billions of words of text scraped from the internet. They generate text responses to text inputs. They have transformed the public awareness of artificial intelligence, bringing on reactions ranging from astonishment and awe to trepidation and horror. They have spurred massive investments in new tools for drafting texts, summarizing conversations, summarizing literature, generating images, coding simple programs, supporting education, and amusing humans. Experience with them has shown them likely to respond with fabrications (called "hallucinations") that severely undermine their trustworthiness and make them unsafe for critical applications. Here, we will examine the limitations of LLMs imposed by their design and function. These are not bugs but are inherent limitations of the technology. The same limitations make it unlikely that LLM machines will ever be capable of performing all human tasks at the skill levels of humans.

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