Age of Information: An Introduction and Survey

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AI image misinformation has surged, Google researchers find

Photo Illustration: AI-generated images of a shark jumping out of the ocean, Pope Francis in a puffer jacket, and an underwater sculpture of Jesus Christ made out of shrimp

Fake images generated by artificial intelligence have proliferated so quickly that they’re now nearly as common as those manipulated by text or traditional editing tools like Photoshop, according to researchers at Google and several fact-checking organizations.

The findings offer an indication of just how quickly the technology has been embraced by people seeking to spread false information. But researchers warned that AI is still just one way in which pictures are used to mislead the public — the most common continues to be real images taken out of context.

In a paper released online this month but not yet peer-reviewed, the researchers tracked misinformation trends by analyzing nearly 136,000 fact-checks dating back to 1995, with the majority of them published after 2016 and ending in November 2023. They found that AI accounted for very little image-based misinformation until spring of 2023, right around when fake photos of Pope Francis in a puffer coat went viral.

“The sudden prominence of AI-generated content in fact checked misinformation claims suggests a rapidly changing landscape,” the researchers wrote.

The lead researchers and representatives for Google did not comment in time for publication.

Alexios Mantzarlis, who first flagged and reviewed the latest research in his newsletter, Faked Up , said the democratization of generative AI tools has made it easy for almost anyone to spread false information online.

“We go through waves of technological advancements that shock us in their capacity to manipulate and alter reality, and we are going through one now,” said Mantzarlis, who is the director of the Security, Trust, and Safety Initiative at Cornell Tech, Cornell University’s graduate campus in New York City. “The question is, how quickly can we adapt? And then, what safeguards can we put in place to avoid their harms?”

We go through waves of technological advancements that shock us in their capacity to manipulate and alter reality, and we are going through one now.

-Alexios Mantzarlis, director of the Security, Trust, and Safety Initiative at Cornell Tech

The researchers found that about 80% of fact-checked misinformation claims involve media such as images and video, with video increasingly dominating those claims since 2022.

Even with AI, the study found that real images paired with false claims about what they depict or imply continue to spread without the need for AI or even photo-editing. 

“While AI-generated images did not cause content manipulations to overtake context manipulations, our data collection ended in late 2023 and this may have changed since,” the researchers wrote. “Regardless, generative-AI images are now a sizable fraction of all misinformation-associated images.”

Text is also a component in about 80% of all image-based misinformation, most commonly seen in screenshots.

“We were surprised to note that such cases comprise the majority of context manipulations,” the paper stated. “These images are highly shareable on social media platforms, as they don’t require that the individual sharing them replicate the false context claim themselves: they’re embedded in the image.”

Cayce Myers, a public relations professor and graduate studies director at Virginia Tech’s School of Communication, said context manipulations can be even harder to detect than AI-generated images because they already look authentic.

“In that sense, that’s a much more insidious problem,” Myers, who reviewed the recent findings prior to being interviewed, said. “Because if you have, let’s say, a totally AI-generated image that someone can look at and say, ‘That doesn’t look quite right,’ that’s a lot different than seeing an actual image that is captioned in a way that is misrepresenting what the image is of.”

Even AI-based misinformation, however, is quickly growing harder to detect as technology advances. Myers said traditional hallmarks of an AI-generated image — abnormalities such as misshapen hands, garbled text or a dog with five legs — have diminished “tremendously” since these tools first became widespread.

Earlier this month, during the Met Gala, two viral AI-generated images of Katy Perry (who wasn’t at the event) looked so realistic at first glance that even her mom mistakenly thought the singer was in attendance.

And while the study stated AI models aren’t typically trained to generate images like screenshots and memes, it’s possible they will quickly learn to reliably produce those types of images as new iterations of advanced language models continue to roll out.

To reliably distinguish misinformation as AI tools grow more sophisticated, Mantzarlis said people will have to learn to question the content’s source or distributor rather than the visuals themselves.

“The content alone is no longer going to be sufficient for us to make an assessment of truthfulness of trustworthiness veracity,” Mantzarlis said. “I think you need to have the full context: Who shared it with you? How was it shared? How do you know it was them?”

But the study noted that relying solely on fact-checked claims doesn’t capture the whole scope of misinformation out there, as it’s often the images that go viral that end up being fact checked. It also relied only on misinformation claims made in English. This leaves out many lesser-viewed or non-English pieces of misinformation that float unchecked in the wild.

Still, Mantzarlis said he believes the study reflects a “good sample” of English-language misinformation cases online, particularly those that have reached a substantial enough audience for fact-checkers to take notice.

For Myers, the bigger limitation affecting any study on disinformation — especially in the age of AI — will be the fast-changing nature of the disinformation itself.

“The problem for people who are looking at how to get a handle on disinformation is that it’s an evolving technological reality,” Myers said. “And capturing that is difficult, because what you study in May of 2024 may already be a very different reality in June of 2024.”

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Angela Yang is a culture and trends reporter for NBC News.

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Ozempic Cuts Risk of Chronic Kidney Disease Complications, Study Finds

A major clinical trial showed such promising results that the drug’s maker halted it early.

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A topless person injecting a blue medication pen into the abdomen.

By Dani Blum

Dani Blum has reported on Ozempic and similar drugs since 2022.

Semaglutide, the compound in the blockbuster drugs Ozempic and Wegovy , dramatically reduced the risk of kidney complications, heart issues and death in people with Type 2 diabetes and chronic kidney disease in a major clinical trial, the results of which were published on Friday. The findings could transform how doctors treat some of the sickest patients with chronic kidney disease, which affects more than one in seven adults in the United States but has no cure.

“Those of us who really care about kidney patients spent our whole careers wanting something better,” said Dr. Katherine Tuttle, a professor of medicine at the University of Washington School of Medicine and an author of the study. “And this is as good as it gets.” The research was presented at a European Renal Association meeting in Stockholm on Friday and simultaneously published in The New England Journal of Medicine .

The trial, funded by Ozempic maker Novo Nordisk, was so successful that the company stopped it early . Dr. Martin Holst Lange, Novo Nordisk’s executive vice president of development, said that the company would ask the Food and Drug Administration to update Ozempic’s label to say it can also be used to reduce the progression of chronic kidney disease or complications in people with Type 2 diabetes.

Diabetes is a leading cause of chronic kidney disease, which occurs when the kidneys don’t function as well as they should. In advanced stages, the kidneys are so damaged that they cannot properly filter blood. This can cause fluid and waste to build up in the blood, which can exacerbate high blood pressure and raise the risk of heart disease and stroke, said Dr. Subramaniam Pennathur, the chief of the nephrology division at Michigan Medicine.

The study included 3,533 people with kidney disease and Type 2 diabetes, about half of whom took a weekly injection of semaglutide, and half of whom took a weekly placebo shot.

Researchers followed up with participants after a median period of around three and a half years and found that those who took semaglutide had a 24 percent lower likelihood of having a major kidney disease event, like losing at least half of their kidney function, or needing dialysis or a kidney transplant. There were 331 such events among the semaglutide group, compared with 410 in the placebo group.

People who received semaglutide were much less likely to die from cardiovascular issues, or from any cause at all, and had slower rates of kidney decline.

Kidney damage often occurs gradually, and people typically do not show symptoms until the disease is in advanced stages. Doctors try to slow the decline of kidney function with existing medications and lifestyle modifications, said Dr. Melanie Hoenig, a nephrologist at Beth Israel Deaconess Medical Center who was not involved with the study. But even with treatment, the disease can progress to the point that patients need dialysis, a treatment that removes waste and excess fluids from the blood, or kidney transplants.

The participants in the study were extremely sick — the severe complications seen in some study participants are more likely to occur in people the later stages of chronic kidney disease, said Dr. George Bakris, a professor of medicine at the University of Chicago Medicine and an author of the study. Most participants in the trial were already taking medication for chronic kidney disease.

For people with advanced kidney disease, in particular, the findings are promising. “We can help people live longer,” said Dr. Vlado Perkovic, a nephrologist and renal researcher at the University of New South Wales, Sydney, and another author of the study.

While the data shows clear benefits, even the researchers studying drugs like Ozempic aren’t sure how, exactly, they help the kidneys. One leading theory is that semaglutide may reduce inflammation, which exacerbates kidney disease.

And the results come with several caveats: Roughly two-thirds of the participants were men and around two-thirds were white — a limitation of the study, the authors noted, because chronic kidney disease disproportionately affects Black and Indigenous patients. The trial participants taking semaglutide were more likely to stop the drug because of gastrointestinal issues, which are common side effects of Ozempic.

Doctors said they wanted to know whether the drug might benefit patients who have kidney disease but not diabetes, and some also had questions about the potential long-term risks of taking semaglutide.

Still, the results are the latest data to show that semaglutide can do more than treat diabetes or drive weight loss. In March, the F.D.A. authorized Wegovy for reducing the risk of cardiovascular issues in some patients. And scientists are examining semaglutide and tirzepatide, the compound in the rival drugs Mounjaro and Zepbound, for a range of other conditions , including sleep apnea and liver disease.

If the F.D.A. approves the new use, it could drive even more demand for Ozempic, which has faced recurrent shortages .

“I think it’s a game changer,” Dr. Hoenig said, “if I can get it for my patients.”

Dani Blum is a health reporter for The Times. More about Dani Blum

A Close Look at Weight-Loss Drugs

Reduced Disease Complications: Semaglutide, the compound in Ozempic and Wegovy, dramatically reduced the risk of kidney complications , heart issues and death in people with Type 2 diabetes and chronic kidney disease in a major clinical trial.

Supplement Stores: GNC and the Vitamin Shoppe are redesigning displays and taking other steps  to appeal to people who are taking or are interested in drugs like Ozempic and Wegovy.

Senate Investigation: A Senate committee is investigating the prices that Novo Nordisk charges  for Ozempic and Wegovy, which are highly effective at treating diabetes and obesity but carry steep price tags.

A Company Remakes Itself: Novo Nordisk’s factories work nonstop turning out Ozempic and Wegovy , but the Danish company has far bigger ambitions.

Transforming a Small Danish Town: In Kalundborg, population under 17,000, Novo Nordisk is making huge investments to increase production  of Ozempic and Wegovy.

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Asian American and Pacific Islander Records at the National Archives

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Records may contain personal information about individuals who are still living. These records are possibly restricted under Freedom of Information Act (FOIA) Exemption (b)(6), and must be screened by National Archives staff before being released to researchers. Personal information may be redacted. Learn more about FOIA .

The National Archives holds a wealth of records documenting Asian American/Pacific Islander (AAPI) individuals. These records, created by federal agencies across a wide range of topics, capture the rich history and diversity of AAPI communities, as well as the challenges and triumphs they have faced.

As you plan your research, consider this question: how does my research topic intersect with the U.S. federal government?  

Please note:  Although some records are digitized and available online, there are many records that are only available in paper or microfilm format at National Archives research locations.

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Indo-German Trials Case Files and Related Records

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National Archives News : Asian American, Native Hawaiian, and Pacific Islander Heritage Month

Hoover Heads blog: " Asian Pacific American Heritage Month: Not Quite American " (2018)

Pieces of History blog: " Asian/Pacific American History: Learning Our Legacy " (2020)

The Text Message blog: " The Past is the Present in the Asian American/Pacific Islander Records Aggregation Project " (2021)

The Text Message blog: " Honoring Notable Asian Pacific Americans for APA Heritage Month " (2019)

History Hub: “ 1950 Census: Language Barriers with Chicago's Chinese Community ”

History Hub: “ 1950 Census: Form P80, 1950 Census of Population – American Samoa ”

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Reference Information Papers

Please note: These publications have not been updated since their initial release. We recommend that you  contact us  prior to visiting to review original records.

A Guide to Records of Asian Americans and Pacific Islanders at the National Archives and Records Administration Pacific Region—San Francisco, 2004 ( Reference Information Paper 111 )

Chinese Immigration and Chinese in the United States: Records in the Regional Archives of the National Archives and Records Administration, 1996 ( Reference Information Paper 99 )

Records in the National Archives at San Francisco for the Study of Ethnic History, 1994 ( Reference Information Paper 83 )

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COMMENTS

  1. Information overload in the information age: a review of the literature

    Another approach is to consider information complexity in addition to the amount of information (Bawden and Robinson 2009; Eppler and Mengis 2004).IS research studies address the issue of information complexity with a special focus on information quality (e.g., Doll and Torkzadeh 1988 or Burton-Jones and Straub 2006).If information complexity is high, the decision-maker's information ...

  2. Dealing with data: coming to grips with the Information Age in

    2.2. Data analysis. Following the selection of the articles, a framework was constructed for the processing and analysis of the data. As the theme of dealing with data in the Information Age covers a wide variety of sub-topics, it was crucial to establish a comprehensive coding tree. This was an iterative process that started with a discussion among close colleagues about: what do we expect to ...

  3. Age of Information: An Introduction and Survey

    We summarize recent contributions in the broad area of age of information (AoI). In particular, we describe the current state of the art in the design and optimization of low-latency cyberphysical systems and applications in which sources send time-stamped status updates to interested recipients. These applications desire status updates at the recipients to be as timely as possible; however ...

  4. (PDF) Theories of the information age

    PDF | On Jan 1, 2007, Nico Stehr published Theories of the information age | Find, read and cite all the research you need on ResearchGate

  5. The Information Age

    Based on research in the USA, Asia, Latin America, and Europe, Castells formulates a systematic theory of the information society and details the new social and economic developments brought by the Internet and the ''new economy.''. 2010 Manuel Castells. ISBN: 978-1-405-19686-4.

  6. Privacy and human behavior in the age of information

    With the emergence of the information age, growing institutional and economic interests have developed around disclosure of personal information, from online social networks to behavioral advertising. ... it does provide users with the means to manage access to their personal information. Research, ... Maybe not, new paper argues ScienceInsider ...

  7. Privacy in the digital age: comparing and contrasting ...

    This paper takes as a starting point a recent development in privacy-debates: the emphasis on social and institutional environments in the definition and the defence of privacy. Recognizing the merits of this approach I supplement it in two respects. First, an analysis of the relation between privacy and autonomy teaches that in the digital age more than ever individual autonomy is threatened ...

  8. PDF Information overload in the information age: a review of the literature

    Abstract In the light of the information age, information overload research in new areas (e.g., social media, virtual collaboration) rises rapidly in many fields of ... avenues for further research. Third, this paper addresses interdisciplinary papers, links fields of research that remain broadly isolated, and answers the call for ...

  9. Architectures of the information age

    Luis F. Alvarez León. Digital information has become the lifeblood of contemporary capitalism, circulating through networks that enable a range of applications unimaginable even two decades ago. Beyond the changes in formats and information technologies, this has catalyzed a deeper reconfiguration of social and economic dynamics.

  10. Elderly Forgotten? Digital Exclusion in the Information Age and the

    Freedom of information is deemed as an important human right, 8 and apparently grey digital divide denies this right to the elderly in the information age. The focus of this paper is to review and analyze recent research on grey digital divide which is fast emerging as a major challenge in the era of ageing, particularly in the developed world.

  11. PDF Big Data in the Information Age: Exploring the Intellectual ...

    In this paper, the authors show how communication theory has developed in parallel with the development of the Information Age and how the application of convergent theories resulted in Big Data producing Business Intelligence. Keywords: Big Data, Information Age, Communication Theory, Business Intelligence, ADIK, Web 2.0 . 1. INTRODUCTION

  12. Keeping pace with the digital age: Envisioning information systems

    The research platform we envision for the information systems research field is shown in Figure 1. In this view, instead of focusing on theoretical contributions, IS research as a platform is built around our competencies to collect, organize, and analyze (digital trace) data to capture the dynamics of socio-technical phenomena.

  13. Elderly Forgotten? Digital Exclusion in the

    Freedom of information is deemed as an important human right,8 and apparently grey digital divide denies this right to the elderly in the information age. The focus of this paper is to review and analyze recent research on grey digital divide which is fast emerging as a major challenge in the era of ageing, particularly in the de-

  14. PDF The Information Age

    In 1943, the world's first electronic computer was created. However, it was only with the invention of the microprocessor in the 1970s that computers became accessible to the public. In the 1990s, the Internet migrated from universi-ties and research institutions to corporate headquarters and homes.

  15. The Information Age Confronts Education: Case Studies on Electronic

    Dorothy E. Leidner, Sirkka L. Jarvenpaa, (1993) The Information Age Confronts Education: Case Studies on Electronic Classrooms. Information Systems Research 4(1):24-54. Information Systems Research 4(1):24-54.

  16. PDF The Information Age: An Anthology on Its Impact and Consequences

    and research, social and cultural relations, political affairs, entertainment and news, and elsewhere.3 Given the magnitude of change that the revolution in science and technology ... The Information Age is and will continue to present us with these kinds of challenges at an alarming rate. The increasing complexity of our environment and the ...

  17. Information Literacy in the Digital Age: Myths and Principles of

    School of Information Student Research Journal Volume 7 Issue 2 Article 2 January 2018 ... and its creation. There are plenty of publications on this topic, but as the Information Age has become the Digital Age, there also needs to be a discussion of how information literacy is evolving. ... This paper serves to add to this

  18. PDF Development in the Information Age

    of the Information Age 8 2.1 Some Policy Considerations 8 2.2 Characteristics and Challenges of the Digital Economy 9 3. Development in the Information Age: E-Commerce and the Access to the Internet 11 3.1 Development Prospects and the Challenge of Access in the Information Economy 11

  19. Information Age

    The Information Age (also known as the Third Industrial Revolution, Computer Age, Digital Age, Silicon Age, New Media Age, Internet Age, or the Digital Revolution) is a historical period that began in the mid-20th century to the early 21st century. It is characterized by a rapid shift from traditional industries, as established during the Industrial Revolution, to an economy centered on ...

  20. [PDF] Information-Seeking Behavior in the Digital Age: A

    The David Ellis model of information-seeking behavior for social scientists, which includes six characteristics: starting, chaining, browsing, differentiating, monitoring, and extracting, is extended. This article focuses on how electronic information resources influence the information-seeking process in the social sciences and humanities. It examines the information-seeking behavior of ...

  21. Research Writing in the Information Age

    Research Writing in the Information Age reflects a unique collaboration: the expertise of a librarian, a classroom teacher, and a rhetorician guides students through the research process. Beginning with invention and exploration, this book integrates current technology, research methods, and evaluation of sources to help students construct cohesive and responsible research papers.

  22. The Long-Overlooked Molecule That Will Define a Generation of Science

    By Thomas Cech. Dr. Cech is a biochemist and the author of the forthcoming book "The Catalyst: RNA and the Quest to Unlock Life's Deepest Secrets," from which this essay is adapted. From E ...

  23. Misinformation and disinformation

    Misinformation is false or inaccurate information—getting the facts wrong. Disinformation is false information which is deliberately intended to mislead—intentionally misstating the facts. The spread of misinformation and disinformation has affected our ability to improve public health, address climate change, maintain a stable democracy ...

  24. New Research Study Reveals Critical Role of Magnesium in ...

    Neurocentria Inc., a privately held late-stage biotechnology company developing novel therapies for Alzheimer's disease, Attention Deficit Hyperactivity Disorder, Major Depressive Disorder and other neurodegenerative and neuropsychiatric disorders, has published a novel research paper identifying magnesium's key role in synaptic and cognition ...

  25. Dealing with data: coming to grips with the Information Age in

    This study examines how Intelligence Studies journals have been dealing with the implications of the Information Age, by reviewing 89 contributions to 12 academic and professional intelligence journals from 2010 to 2021. This paper results in a comprehensive overview of how they cover the inter-section of Information Age implications and core ...

  26. AI image misinformation has surged, Google researchers find

    In a paper released online this month but not yet peer-reviewed, the researchers tracked misinformation trends by analyzing nearly 136,000 fact-checks dating back to 1995, with the majority of ...

  27. Ozempic May Help Treat Kidney Disease, Study Finds

    The study included 3,533 people with kidney disease and Type 2 diabetes, about half of whom took a weekly injection of semaglutide, and half of whom took a weekly placebo shot.

  28. Masks and respirators for prevention of respiratory infections: a state

    b. Cowling 2008, Clinical definition 1 in the paper included fever ≥ 38°C, hence placed under Influenza-like illness; case numbers are calculated from rates provided in the paper in Table 2 and approximated to nearest whole number (e.g., Medical/surgical mask arm: 0.18*61 = 11 cases; Control arm: 0.18*205 = 37 cases).

  29. Asian American and Pacific Islander Records at the National Archives

    The National Archives holds a wealth of records documenting Asian American/Pacific Islander (AAPI) individuals. These records, created by federal agencies across a wide range of topics, capture the rich history and diversity of AAPI communities, as well as the challenges and triumphs they have faced. As you plan your research, consider this ...

  30. JCM

    The men included in the study were divided into four main age groups, taking into account their personal life and professional activity throughout their life spans, i.e., from 18 to 35—youth and early professional career, 36 to 50 years—early maturity and peak professional activity, 51 to 65 years—late maturity and a period of late ...