Library: ChatGPT & Generative A.I.: Find Websites

Bias & Fake Citations

Bias and artificial hallucination (fake citations/references - references created by A.I.) exist within all A.I. You'll have to use A.I. literacy to double-check your citations if you use any generative A.I. for your research.

A.I. literacy includes:

The ethical use of A.I. (why and when, and awareness of issues such as data ownership, privacy, legality, and hidden labor),
Knowledge of A.I. affordances (what are the capabilities and limitations of each A.I. tool; A.I. over 1000 AI tools are available),
How to work effectively with A.I. tools (A.I. has how to formulate practical questions, construct good prompts, called "prompt engineering" and refinement strategies),
How to evaluate the output (thinking, critique, and evaluative judgment are essential skills regardless), and finally,
Use and integrate these tools into your practices for study and work purposes. (Source: Mathew Hillier, Why does ChatGPT generate fake references? 2023)

Image Credit: McKinsey & Company, 2019

AI Bias - What Is It and How to Avoid It?
Algorithms are not neutral when weighing people, events, or things differently for various purposes. Therefore, we must understand these biases to develop solutions to create unprejudiced AI systems. This article will discuss what AI bias is, the types of AI bias, examples, and how to reduce the risk of AI bias.
AI Literacy, Explained
The technology poured accelerant on a conversation already underway: Now that AI is shaping nearly every aspect of our lives and is expected to transform fields from medicine to agriculture to policing, what do students need to understand about AI to be prepared for the world of work? To be a smart consumer and a responsible citizen?
AI pitfalls and what not to do: mitigating bias in AI
Various forms of artificial intelligence (AI) applications are being deployed and used in many healthcare systems. As the use of these applications increases, we are learning the failures of these models and how they can perpetuate bias. With these new lessons, we need to prioritize bias evaluation and mitigation for radiology applications; all the while not ignoring the impact of changes in the larger enterprise AI deployment which may have downstream impact on performance of AI models. In this paper, we provide an updated review of known pitfalls causing AI bias and discuss strategies for mitigating these biases within the context of AI deployment in the larger healthcare enterprise. We describe these pitfalls by framing them in the larger AI lifecycle from problem definition, data set selection and curation, model training and deployment emphasizing that bias exists across a spectrum and is a sequela of a combination of both human and machine factors.
Bias in AI Resources from Chapman University
Bias in AI is not merely a technical issue but a societal challenge. AI systems are increasingly integrated into decision-making processes in healthcare, hiring, law enforcement, and other critical areas. Therefore, addressing bias is not only about improving technology but also about fostering ethical responsibility and social justice.
Deepfakes, Synthetic Media and Generative AI
WITNESS helps people use video and technology to protect and defend human rights. Our Technology Threats and Opportunities Team engages early on with emerging technologies that have the potential to enhance or undermine our trust on audiovisual content. Building upon years of foundational research and global advocacy on synthetic media, we’ve been preparing for the impact of AI on our ability to discern the truth. In consultation with human rights defenders, journalists, and technologists on four continents, we’ve identified the most pressing concerns and recommendations on what we must do now.
Does AI Have a Bias Problem?
Research shows how AI is deepening the digital divide.
The Future of AI Detectors: A Comprehensive Evaluation
As the realm of artificial intelligence continues to expand, so does the need for reliable AI detectors. These ingenious systems have swiftly become indispensable in identifying computer-generated content and contributing to the overall integrity of digital platforms. However, as technology evolves, the challenges in detecting sophisticated AI-generated content have intensified.
Humans Absorb Bias from AI—And Keep It after They Stop Using the Algorithm
People may learn from and replicate the skewed perspective of an artificial intelligence algorithm, and they carry this bias beyond their interactions with the A.I.
Professors Cautious of Tools to Detect AI-Generated Writing
Mixed performance by AI-detector tools leaves academics with no clear answers.
Shedding light on AI bias with real world examples
As companies increase their use of artificial intelligence (AI), people are questioning the extent to which human biases have made their way into AI systems. Examples of AI bias in the real world show us that when discriminatory data and algorithms are baked into AI models, the models deploy biases at scale and amplify the resulting negative effects.
Tackling bias in artificial intelligence (and in humans)
AI has the potential to help humans make fairer decisions—but only if we carefully work toward fairness in AI systems as well.
There’s More to AI Bias Than Biased Data, NIST Report Highlights
Rooting out bias in artificial intelligence will also require addressing human and systemic biases.
Three fixes for AI's bias problem
Everywhere there's artificial intelligence, there's the risk of it amplifying the beliefs of the people who created it. Research from UC is pinpointing tech bias and proposing solutions.
A Unified Framework of Five Principles for AI in Society
Artificial Intelligence (AI) is already having a significant impact on society. As a result, many organizations have launched a wide range of initiatives to establish ethical principles for adopting socially beneficial AI. Unfortunately, the sheer volume of proposed regulations threatens to overwhelm and confuse. How might this problem of ‘principle proliferation’ be solved? In this paper, we report the results of a fine-grained analysis of several of the highest-profile sets of ethical principles for AI.
What Do We Do About the Biases in AI?
Over the past few years, society has wrestled with how much human biases can make their way into artificial intelligence systems—with harmful results. At a time when many companies are looking to deploy AI systems across their operations, being acutely aware of those risks and working to reduce them is an urgent priority. What can CEOs and their top management teams do to lead the way on bias and fairness? Among others, we see six essential steps: First, business leaders must stay up to date on this fast-moving field of research. Second, when your business or organization deploys AI, establish responsible processes that can mitigate bias. Consider using a portfolio of technical tools and operational practices such as internal “red teams” or third-party audits. Third, engage in fact-based conversations around potential human biases.
What is AI Bias?
AI bias, also called machine learning bias or algorithm bias, refers to the occurrence of biased results due to human biases that skew the original training data or AI algorithm—leading to distorted outputs and potentially harmful outcomes.
What is AI Literacy? A Comprehensive Guide for Beginners
Explore the importance of AI literacy in our AI-driven world. Understand its components, its role in education and business, and how to develop it within organizations.
Why does ChatGPT generate fake references?
It is uncovering the ingredients that go into robotic porkie pies and some possible sweet desserts at the end.

Laws & Regulation

Some countries have created laws for protections against A.I. Learn more about these laws below.

AI Regulation is Coming- What is the Likely Outcome?
“AI is too important not to regulate—and too important not to regulate well,” says Google. It is highly likely that Artificial Intelligence will be regulated. In many ways, it already is. The EU’s AI Act has extensive top-down prescriptive rules including prohibiting uses of AI that it says pose unacceptable risk; it’s in the final stages of passing. China has ruled that algorithms must be reviewed in advance by the state and “should adhere to the core socialist values”. The United States is taking its typical decentralized approach.
Artificial Intelligence 2023 Legislation
In the 2023 legislative session, at least 25 states, Puerto Rico and the District of Columbia introduced artificial intelligence bills, and 18 states and Puerto Rico adopted resolutions or enacted legislation.
California and artificial intelligence watermarking law
On September 19, 2024, California enacted another law relating to artificial intelligence, this time relating to watermarking. The new law (SB 942) requires making certain AI detection tools available at no cost to users. The new law does not take effect until January 1, 2026. AI Detection Tools (SB 942). This bill, the California AI Transparency Act, will impose a series of obligations on GenAI providers related to the creation of AI content utilizing their systems. Under the bill, a “Covered provider” means a person that creates, codes, or otherwise produces a generative artificial intelligence system that has over 1,000,000 monthly visitors or users and is publicly accessible within the geographic boundaries of the state.
EU AI Act: First Regulation on Artificial Intelligence
The use of artificial intelligence in the EU will be regulated by the AI Act, the world’s first comprehensive AI law. Find out how it will protect you.
FCC to consider disclosures for AI-generated political ads
The Federal Communications Commission (FCC) introduced a measure Wednesday that would require political advertisements to disclose the use of artificial intelligence (AI) software, in what could be the federal government’s first foray into regulating the use of the technology in politics
Global AI Law and Policy Tracker
Countries worldwide are designing and implementing AI governance legislation and policies commensurate to the velocity and variety of proliferating AI-powered technologies. Efforts include the development of comprehensive legislation, focused legislation for specific use cases, national AI strategies or policies, and voluntary guidelines and standards. There is no standard approach toward bringing AI under state regulation, however, common patterns toward reaching the goal of AI regulation can be observed. Given the transformative nature of AI technology, the challenge for jurisdictions is to find a balance between innovation and regulation of risks. Therefore, governance of AI often, if not always, begins with a jurisdiction rolling out a national strategy or ethics policy instead of legislating from the get-go.
H.R.3369 - Artificial Intelligence Accountability Act
This bill requires the National Telecommunications and Information Administration (NTIA) to study and report on accountability measures for artificial intelligence (AI) systems. (Generally, AI refers to computerized systems that work and react in ways commonly thought to require human intelligence, such as certain systems that solve complex problems in real-world situations.)
IRB Considerations on the Use of Artificial Intelligence in Human Subjects Research
AI and ML are a set of methods to draw inferences from data. They differ from traditional methods in that they require us to make few assumptions about that data, such as the nature of the underlying distribution. The price of this flexibility is their enormous appetite for data. While many of the underlying technologies, such as neural networks, were developed decades ago, ubiquitous data collection enabled by advances in computer technology, the use of the Internet and the Internet-of-Things now provide enough data to make AI and ML powerful practical tools with the potential to rapidly advance scientific knowledge. SACHRP also acknowledges that the availability of data creates pressure on scientists to use that data to learn and to build tools for public and commercial good. However, there is broad concern about the harms (e.g., bias, discrimination, creation and reinforcement of inequity) of ubiquitous data collection and the application of AI to individuals and, perhaps more importantly, to groups.
Newsom signs deepfake, other AI bills into law in California
Newsom’s signature on the three AI-related bills marks the Golden State’s latest efforts to place guardrails on the advancing technology amid concerns about the spread of deepfakes, which can generate images, audio, video and digitally alter likeness and voices.
Regulate AI? How US, EU and China Are Going About It
Proposed legislation sought to limit use of AI in employment and insurance decisions, health care, ballot-counting and facial recognition.
Senators urge $32 billion in emergency spending on AI after finishing yearlong review
A bipartisan group of four senators led by Majority Leader Chuck Schumer is recommending that Congress spend at least $32 billion over the next three years to develop artificial intelligence and place safeguards around it, writing in a report released Wednesday that the U.S. needs to “harness the opportunities and address the risks” of the quickly developing technology.
States Take the Lead on Regulating Artificial Intelligence
Trends in state legislation could guide Congress’s approach to regulating this new technology.
The Three Challenges of AI Regulation
The drum beat of artificial intelligence corporate chieftains calling for government regulation of their activities is mounting.
USPTO issues inventorship guidance and examples for AI-assisted inventions
To incentivize, protect, and encourage investment in innovations made possible through the use of artificial intelligence (AI), and to provide the clarity to the public and United States Patent and Trademark Office (USPTO) employees on the patentability of AI-assisted inventions, the USPTO has published guidance in the Federal Register. This guidance delivers on the USPTO’s obligations under the Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence.
What could AI regulation in the US look like?
The regulation of artificial intelligence (AI) in the United States has been a topic of growing concern and discussion in recent years. As AI technology continues to advance and become more integrated into various aspects of society, policymakers and lawmakers have recognized the need for a regulatory framework to address its potential risks and ensure responsible development and deployment.

Helpful Websites

AI Literacy in Teaching and Learning: A Durable Framework for Higher Education
This report presents a comprehensive framework for AI Literacy in Teaching and Learning (ALTL) in higher education, addressing the need for institutions to adapt to the rapidly evolving landscape of artificial intelligence (AI). The framework equips students, faculty, and staff to engage effectively and ethically with AI technologies in academic and professional contexts.
Artificial Intelligence (ALA Resources)
Artificial intelligence seeks to create “intelligent” machines that work and react more like humans. AI developments rely on deep learning, machine learning, and natural language processing that help computers accomplish specific tasks by processing large amounts of training data to support the system's recognize patterns, input data to drive predictions, and feedback data for improving accuracy over time.
The Artificial Intelligence Database
Database from WIRED dedicated to A.I.
Association of Research Libraries Releases Guiding Principles for Artificial Intelligence
The Association of Research Libraries (ARL) has issued a set of “Research Libraries Guiding Principles for Artificial Intelligence.” AI technologies, and in particular, generative AI, have significant potential to improve access to information and advance openness in research outputs. AI also has the potential to disrupt information landscapes and the communities that research libraries support and serve. The increasing availability of AI models sparks many possibilities and raises several ethical, professional, and legal considerations.
The Brookings Institution Artificial Intelligence and Emerging Technology (AIET) Initiative
The Brookings Institution Artificial Intelligence and Emerging Technology (AIET) Initiative aims to advance good governance of transformative new technologies. With so many of these new technologies' capabilities and implications still largely unknown, ideals must inform the next generation of policies and norms of economic and national security, transparency, fairness, and inclusion.
Four Ways Instructors Can Manage ChatGPT in Our Classrooms
Resources for educators.
Futurepedia
The largest AI tool directory.
Generative AI Product Tracker
The Generative AI Product Tracker lists generative AI products that are either marketed specifically towards postsecondary faculty or students or appear to be actively in use by postsecondary faculty or students for teaching, learning, or research activities. The Tracker is a living document, which we update regularly as new products enter the market or new information about existing products becomes available. For more information, see our issue brief, Generative AI in Higher Ed: The Product Landscape. Thanks to Gary Price of Library Journal’s infoDOCKET for invaluable help keeping track of new product releases.
The Human Error Project
From schools to health professionals, from employers to governing institutions the world around us is increasingly using AI technologies and algorithms to judge us and make decisions about our lives. But are these machines objective and fair in judging us? Our answer is no. These technologies are often used to make the process of decision making more efficient and objective and to ‘avoid the human error’. Yet paradoxically they are filled with systemic ‘errors’, ‘biases’ and ‘inaccuracies’ when it comes to human profiling. The Human Error Project, combines anthropological theory with critical data and AI research, and aims to investigate the fallacy of algorithms when it comes to reading humans. The aim of our research team – and this website – is to shed light on the fact that the race for AI innovation is often shaped by stereotypical and reductionist understandings of human nature, and by new emerging conflicts about what it means to be human.
Learn AI Hands-on - Generative AI
Generative AI is a cutting-edge technology that empowers machines to create original content, such as art, music, and even human-like text. With its ability to unleash creativity, Generative AI has gained immense popularity across various industries, including entertainment, design, and marketing, revolutionizing how we interact with and produce content. Its innovative capabilities continue to captivate professionals and enthusiasts, opening up new possibilities in the creative landscape.
MIT Resources
Learn more about A.I. from the MIT Technology Review.
TLTCon 2023 - Experimenting with ChatGPT in the Classroom
Modules outline for teaching a course on A.I.

News Articles

AI and the future of national security
To protect national security, America must secure the digital high ground. The U.S. is racing to pioneer breakthrough technologies like AI and quantum computing. At the same time, each day brings news stories about malicious cyber actors burrowing into American telecommunications networks, energy grids and water plants to hold infrastructure hostage and spy on citizens.
AI bias: the organised struggle against automated discrimination
The widespread adoption of these systems begs an urgent question: what would it take to hold an algorithm to account for its decisions?
AI Bias In Recruitment: Ethical Implications And Transparency
In the ever-evolving landscape of technology, one question looms large: Is generative AI the game-changer we've been waiting for, and how will it shape our work lives? Will it replace us, overshadow human involvement, or seamlessly complement our endeavors, amplifying efficiency and productivity?
AI Can Save Humanity—Or End It
The age of Homo technicus could generate profound intellectual advances and solutions to our gravest problems. But first we need to ensure that it doesn’t kill us off.
AI Chips: What They Are and Why They Matter
The success of modern AI techniques relies on computation on a scale unimaginable even a few years ago. What exactly are the AI chips powering the development and deployment of AI at scale and why are they essential? Saif M. Khan and Alexander Mann explain how these chips work, why they have proliferated, and why they matter.
AI hiring tools may be filtering out the best job applicants
As firms increasingly rely on artificial intelligence-driven hiring platforms, many highly qualified candidates are finding themselves on the cutting room floor. Body-language analysis. Vocal assessments. Gamified tests. CV scanners. These are some of the tools companies use to screen candidates with artificial intelligence recruiting software. Job applicants face these machine prompts – and AI decides whether they are a good match or fall short.
AI in Education: ChatGPT is just the Beginning
Large language models like ChatGPT can generate coherent, believable text. How does this impact education and teaching?
AI is Uncle Sam’s new secret weapon to fight fraud
In a bid to sniff out fraud, the Treasury Department is turning to artificial intelligence-powered detection methods similar to that used by the private sector.
AI makes retinal imaging 100 times faster, compared to manual method
Researchers at the National Institutes of Health applied artificial intelligence (AI) to a technique that produces high-resolution images of cells in the eye. They report that with AI, imaging is 100 times faster and improves image contrast 3.5-fold. The advance, they say, will provide researchers with a better tool to evaluate age-related macular degeneration (AMD) and other retinal diseases.
AI means anyone can be a victim....
"All we have to have is just a human form to be a victim.”
AI Music Company Suno Hires Former Atlantic Records GM Paul Sinclair As Chief Music Officer
The exec "will guide how Suno’s AI-powered tools are integrated into the process of songmaking."
AI Search Startup Perplexity Set to Double Valuation to $1 Billion
Perplexity, an artificial-intelligence startup aiming to challenge Google’s dominance in web search, is finalizing a new funding deal at around a $1 billion valuation, people familiar with the matter said, roughly doubling its valuation since its most recent financing a few months ago.
AI Skills Gaps Threaten To Exacerbate Labor Shortages, Study Shows
Growing artificial intelligence skills gaps and adoption divides are threatening to exacerbate a labor shortage, new research conducted across more than a dozen countries shows.
AI Turns Utility Analysts Into Rock Stars
Plus: 10 companies to watch this quarter, and why celebrity cellphone pitches keep coming.
The AI wars heat up with Claude 3, claimed to have “near-human” abilities
On Monday, Anthropic released Claude 3, a family of three AI language models similar to those that power ChatGPT. Anthropic claims the models set new industry benchmarks across a range of cognitive tasks, even approaching "near-human" capability in some cases. It's available now through Anthropic's website, with the most powerful model being subscription-only. It's also available via API for developers.
The AI Wars Might Have an Armistice Deal Sooner Than Expected
A few months back, everyone wondered who would win the AI arms race. Microsoft aligned itself with OpenAI. Google launched Bard. Meta began working on its large language model, LLaMA. Other companies started considering launching AI platforms, and curious users pitted the models against each other.
AI Will Transform Science — Now Researchers Must Tame It
The number of research fields touched by artificial intelligence (AI) is constantly rising. The list seems to grow daily, from protein folding to weather forecasting and medical diagnostics to science communication. The proportion of papers in the Scopus database that mention AI or AI-related keywords in the title or abstract now stands at 8%, up from 2% a decade ago, according to an analysis by Nature. Meanwhile, AI has also been changing. Whereas the 2010s saw a boom in the development of machine-learning algorithms that can help discern patterns in massive, complex scientific data sets, the 2020s have ushered in a new age of generative AI tools pre-trained on vast data sets with much more transformative potential.
Alibaba releases AI model it says surpasses DeepSeek
Chinese tech company Alibaba, opens new tab on Wednesday released a new version of its Qwen 2.5 artificial intelligence model that it claimed surpassed the highly-acclaimed DeepSeek-V3.
Amazon Puts $110M Into Academic Generative AI Research
A new initiative will help universities access powerful AI tools.
Anthropic's new AI model shows ability to deceive and blackmail
One of Anthropic's latest AI models is drawing attention not just for its coding skills, but also for its ability to scheme, deceive and attempt to blackmail humans when faced with shutdown.
Anthropic, backed by Amazon and Google, debuts its most powerful chatbot yet
Anthropic on Monday debuted Claude 3, a suite of artificial intelligence models that it says are its fastest and most powerful yet. The new tools are called Claude 3 Opus, Sonnet and Haiku. The company said the most capable of the new models, Claude 3 Opus, outperformed OpenAI’s GPT-4 and Google’s Gemini Ultra on industry benchmark tests, such as undergraduate level knowledge, graduate level reasoning and basic mathematics.
Apple Promises AI Privacy: Here’s Why It Claims Its AI Tech Will Be More Secure Than Competitors
Apple finally joined the great AI arms race this week after months of lagging behind big tech rivals like Google, Microsoft and Meta, unveiling a series of products juiced with artificial intelligence that it has pitched as a more secure, privacy-focused alternative to how its competitors process requests in the cloud.
Apple Tests ‘Apple GPT,’ Develops Generative AI Tools to Catch OpenAI
The company builds large language models and internal chatbots. Executives haven’t decided how to release tools to consumers.
Ars Live: Our first encounter with manipulative AI
On November 19 at 4 pm Eastern (1 pm Pacific), Ars Technica Senior AI Reporter Benj Edwards will host a livestream conversation on YouTube with independent AI researcher Simon Willison that will explore the impact and fallout of the 2023 fiasco. We're calling it "Bing Chat: Our First Encounter with Manipulative AI."
The Artifice Girl’ Review: A Thought-Provoking Speculative Drama About AI Bait For Online Predators
Franklin Ritch's intriguing debut feature is intelligent, non-action-oriented sci-fi about the ethics of fast-developing technology.
Artificial intelligence and academic integrity, post-plagiarism
Welcome to the post-plagiarism era. The emergence of ChatGPT in November 2022 created an almost instantaneous technological panic about the impact of artificial intelligence (AI) on education. This is not the first time new technology has generated mass panic. The introduction of the calculator in schools in the 1980s and the commercialisation of the internet in the 1990s had similar effects.
Artificial Intelligence from Pew
Articles from the Pew Research Center dedicated to AI.
Burn It Down: A License for AI Resistance
Resistance is not futile, Melanie Dusseau writes.
Canada Has Answer to Energy Needs in AI Race, Ex-Google CEO Says
Canada’s abundant hydroelectricity offers the best way to power booming artificial intelligence servers and win the global AI race.
Can AI Be Used Ethically To Assist Peer Review?
As the rate and volume of academic publications have risen, so has the pressure on journal editors to find reviewers to assess the quality of academic work quickly. In this context, the potential of Artificial Intelligence (AI) to boost productivity and reduce workload has received significant attention.
ChatGPT's New Tool for Detecting Text Written by AI Doesn't Work Very Well
In tests, software only identified AI-written text 26% of the time.
ChatGPT? We need to talk about LLMs
Large language models are here to stay, but they also present ethics and equity questions about their design, operationalization, and legacy that universities must consider.
ChatGPT alternative WordTune Spices can cite its sources
Large Language Models often struggle with out-of-date information and inaccurate but realistic facts. Spices use a live data retrieval method to solve this.
ChatGPT conundrums
Probing plagiarism and parroting problems in higher education practices.
ChatGPT threatens language diversity
The buzz around artificial intelligence (AI) technologies like ChatGPT is palpable. People are both optimistic and frightened by the possibilities of these tools. These technologies will change how people write. But regarding what people write, these technologies embrace the status quo.
China’s Alibaba releases AI search tool for small businesses in Europe and the Americas
Chinese e-commerce giant Alibaba unveiled Tuesday an artificial intelligence-powered search engine for small businesses in Europe and the Americas to source supplies.
China’s DeepSeek Surprise
What to make of China’s suddenly popular new AI model.
The dangerous fantasies driving the quest for super-intelligent AI
More Everything Forever dissects the techno-utopian vision gripping Silicon Valley and Washington DC.
DeepSeek has rattled the AI industry. Here’s a quick look at other Chinese AI models
he Chinese artificial intelligence firm DeepSeek has rattled markets with claims that its latest AI model, R1, performs on a par with those of OpenAI, despite using less advanced computer chips and consuming less energy.
Do AI models produce more original ideas than researchers?
An ideas generator powered by artificial intelligence (AI) came up with more original research ideas than did 50 scientists working independently, according to a preprint posted on arXiv this month. The human and AI-generated ideas were evaluated by reviewers, who were not told who or what had created each idea. The reviewers scored AI-generated concepts as more exciting than those written by humans, although the AI’s suggestions scored slightly lower on feasibility.
Do AI systems socially interact the same way as living beings?
UCLA study finds parallels in neural patterns between biological brains and artificial intelligence.
Europe is rushing to tighten oversight of AI. The US is taking its time.
The European Union is applying new legal restraints around artificial intelligence this year. The US is still trying to figure out how far it wants to go.
Everyone's jumping on the AI doll trend - but what are the concerns?
When scrolling through social media, you may have recently seen friends and family appearing in miniature. It's part of a new trend where people use generative artificial intelligence (AI) tools like ChatGPT and Copilot to re-package themselves - literally - as pocket-sized dolls and action figures. It has taken off online, with brands and influencers dabbling in creating their mini-me. But some are urging people to steer clear of the seemingly innocent trend, saying fear of missing out shouldn't override concerns about AI's energy and data use.
From China to Brazil, here’s how AI is regulated around the world
Here are some of the ways in which lawmakers in various countries are attempting to address the questions surrounding its use.
Gender Bias in AI: ‘Where are all the women?’
Yennie Jun knew the results were worrisome. A machine learning (ML) engineer by day and a hobbyist blogger of content about ML and artificial intelligence (AI) by night, in a recent experiment, she asked two Large Language Models (LLMs) about what each considered the most important people in history. She repeated the process 10 times for 10 different languages. Some names, like Gandhi and Jesus, appeared frequently. Other names, like Marie Curie or Cleopatra, less frequently. Compared to the number of male names generated by the models, there were few female names overall.
Generative AI is learning to spy for the US military
In a test run, a unit of Marines in the Pacific used generative AI not just to collect intelligence but to interpret it. Routine intel work is only the start.
The generative AI revolution has begun—how did we get here?
A new class of compelling AI models has made recent breakthroughs possible.
Generative AI taught a robot dog to scramble around a new environment
A new system could help train robots entirely in generated worlds.
Generative AI’s Slop Era
New search bots underscore familiar problems with the technology.
Google's AI search overhaul raises 'more questions than answers' for its dominant ad business
By the end of the year more than a billion people around the world will experience a different Google search. New generative AI features will give users more complete and direct answers, offering a conversational overview powered by AI technology. The transition marks an overhaul of Google’s core search product. And since many people experience the internet through Google, these changes amount to a remaking of how millions use the web and the billions of dollars companies make from them.
Google CEO Sundar Pichai says its AI app problems are "completely unacceptable"
Google CEO Sundar Pichai is putting heat on the internet company's engineers to fix its Gemini AI app pronto, calling some of the tool's responses "completely unacceptable." The new search tool, which the company has touted as revolutionary, came under fire after some users asked it to generate images of people drawn from history, such as German soldiers during World War 2, and popes, who have historically been White and male. Some of Gemini's images portrayed Nazi soldiers as Black and Asian and popes as female.
Google chief admits ‘biased’ AI tool’s photo diversity offended users
Sundar Pichai addresses backlash after Gemini software created images of historical figures in variety of ethnicities and genders.
Google is reinventing itself for the AI age
Google is in the midst of a full-blown AI evolution. On Tuesday, the company announced a flurry of AI products and services during its I/O developer conference with the aim of repositioning itself as the world’s AI software leader.
Google says AI Tools Meant to Help Journalists and Not to Replace Them
The company (Google) said on Twitter that it is working with news publishers to explore how AI tools can help journalists.
Google’s AI ‘learning companion’ takes chatbot answers a step further
Google has launched an experimental new AI tool called Learn About, which is different from the chatbots we’re used to, like Gemini and ChatGPT. It’s built on the LearnLM AI model that Google introduced this spring, saying it’s “grounded in educational research and tailored to how people learn.” The answers it provides have more visual and interactive elements with educational formatting.
Here's How Generative AI Depicts Queer People
WIRED investigates how artificial intelligence tools, like OpenAI’s Sora, currently portray members of the LGBTQ community. Hint: It’s a lot of purple hair.
Here’s how people are actually using AI
Something peculiar and slightly unexpected has happened: people have started forming relationships with AI systems.
High-Flyer, the AI quant fund behind China's DeepSeek
Quantitative hedge fund, High-Flyer, built a 100 billion yuan ($13.79 billion) portfolio using artificial intelligence models to make investment decisions, but in 2023 decided to change track to focus on developing the most cutting-edge AI.
How AI Could Perpetuate Racism, Sexism, and Other Biases in Society
NPR's Ailsa Chang speaks with scholar Safiya Noble about how advancements in artificial intelligence could further perpetuate societal biases.
How an AI program could personalize breast and ovarian cancer care
Researchers at the University of California San Diego are hoping to drastically shorten the time between a cancer diagnosis and subsequent treatment with their AI platform that identifies biomarkers in breast and ovarian cancer tumors.
How journals are fighting back against a wave of questionable images
Publishers are deploying AI-based tools to detect suspicious images, but generative AI threatens their efforts.
How to Stop Worrying and love (or at least live with) ChatGPT
Ever since the chatbot ChatGPT launched in November, educators have raised concerns that it could facilitate cheating.
How to Stop Your Data From Being Used to Train AI
Some companies let you opt out of allowing your content to be used for generative AI. Here’s how to take back (at least a little) control from ChatGPT, Google’s Gemini, and more.
Humane is looking for a buyer after the AI Pin’s underwhelming debut
Humane, the startup behind the poorly-reviewed AI Pin wearable computer, is already hunting for a potential buyer for its business. That’s according to a report from Bloomberg, which says the company — led by former longtime Apple employees Imran Chaudhri and Bethany Bongiorno — is “seeking a price of between $750 million and $1 billion.”
I Asked Meta’s Chatbot What It Thought of My Books. What I Learned Was Unsettling.
When I learned that Meta’s programmers downloaded 183,000 books for a database to teach the company’s generative A.I. machines how to write, I wondered whether any of my books had been fed into the crusher.
IBM rolls out new chips and servers, aims for simplified AI
International Business Machines (IBM) on Tuesday announced a new line of data center chips and servers that it says will be more power-efficient.
The Impact of AI on Information Discovery: From Information Gathering to Knowledge Application
We all know that the ability to search for and find information quickly and efficiently is vital for researchers worldwide. And as we’re also aware, AI applications are increasingly transforming the way researchers do their work and interact with published content. But how is AI – and particularly generative AI – changing the way we find information?
Imposter used AI to pose as Marco Rubio and contact foreign ministers
The US State Department said it is investigating an imposter who used artificial intelligence to impersonate Secretary of State Marco Rubio and contact three foreign ministers.
In Pictures: Black Artists Use A.I. to Make Work That Reveals the Technology’s Inbuilt Biases for a New Online Show
In an act of "defiant visibility," Black artists tell their stories with A.I. despite its apparent shortcomings.
Insight: Race towards 'autonomous' AI agents grips Silicon Valley
Around a decade after virtual assistants like Siri and Alexa burst onto the scene, a new wave of AI helpers with greater autonomy is raising the stakes, powered by the latest version of the technology behind ChatGPT and its rivals. Experimental systems that run on GPT-4 or similar models are attracting billions of dollars of investment as Silicon Valley competes to capitalize on the advances in AI. The new assistants - often called "agents" or "copilots" - promise to perform more complex personal and work tasks when commanded by a human, without close supervision.
Is A.I. Art Stealing from Artists?
According to the lawyer behind a new class-action suit, every image a generative tool produces “is an infringing, derivative work.”
Is AI Biased or Just Holding a Mirror Up To Ourselves?
AI is permeating the foundation stones of society, from criminal justice to medicine to art. In doing so, it has opened a debate that’s currently raging.
I’m a neurology ICU nurse. The creep of AI in our hospitals terrifies me
The healthcare landscape is changing fast thanks to the introduction of artificial intelligence. These technologies have shifted decision-making power away from nurses and on to the robots. Michael Kennedy, who works as a neuro-intensive care nurse in San Diego, believes AI could destroy nurses’ intuition, skills, and training. The result being that patients are left watched by more machines and fewer pairs of eyes. Here is Michael’s story, as told to Coda’s Isobel Cockerell. This conversation has been edited and condensed for clarity.
Know It All: What AI Actually Is and How It's Shaping the Future
AI technology continues to evolve at a rapid pace. It’s changing the way we live, work, and even think.
Making AI Generative for Higher Education
The ability of computers to create original content is advancing rapidly, spurring an investment arms race within the technology sector. As these advancements touch every area of higher education, universities face decisions about how and when AI can support student learning and faculty research.
Managers are using AI to determine raises, promotions, layoffs
Artificial intelligence (AI) isn’t just changing workflows, it’s deciding who moves up and who gets the boot.
Meta may have used books by Gerry Adams to train AI
Former Sinn Féin president Gerry Adams is among a number of authors whose books may have been accessed by technology company Meta to train their latest AI (artificial intelligence) model.
Microsoft rolls out AI screenshot tool dubbed 'privacy nightmare'
Microsoft has begun the rollout of an AI-powered tool which takes snapshots of users' screens every few seconds.
Musk’s AI Nightmares Could Blunt Trump’s Tech Ambitions
The tech mogul’s zealous beliefs on AI doom could limit fast-and-loose policies for the industry.
New Era of AI Deepfakes Complicates 2024 Elections
Deceptive videos, audio and images are more sophisticated, easier to make as tech industry wrestles with how to keep up.
New method efficiently safeguards sensitive AI training data
The approach maintains an AI model’s accuracy while ensuring attackers can’t extract secret information.
New training approach could help AI agents perform better in uncertain conditions
Sometimes, it might be better to train a robot in an environment that’s different from the one where it will be deployed.
Nobody knows how AI works
It’s still early days for our understanding of AI, so expect more glitches and fails as it becomes a part of real-world products.
NYC Subway Using AI to Track Fare Evasion
An MTA spokesperson said the software doesn’t flag fare evaders to New York police but declined to comment on whether that policy could change.
OpenAI confirms that AI Writing Detectors Don’t Work
No detectors "reliably distinguish between AI-generated and human-generated content."
OpenAI is reportedly struggling to improve its next big AI model. It's a warning for the entire AI industry.
OpenAI's next model is showing a slower rate of improvement, The Information said.
OpenAI says Chinese rivals using its work for their AI apps
The maker of ChatGPT, OpenAI, has complained that rivals, including those in China, are using its work to make rapid advances in developing their own artificial intelligence (AI) tools.
OpenAI signs open letter to build AI responsibly just days after Elon Musk sued the company for putting profit ahead of people
OpenAI, Salesforce Inc. and other tech companies signed an open letter highlighting a “collective responsibility” to “maximize AI’s benefits and mitigate the risks” to society, in the tech industry’s latest effort to call for building artificial intelligence responsibly.
Over Just a Few Months, ChatGPT Went from Correctly Answering a Simple Math Problem 98% of the Time To Just 2%, Study Finds
High-profile A.I. chatbot ChatGPT performed worse on specific tasks in June than its March version, a Stanford University study found.
Palo Alto Networks, Inc. (PANW): AI Cybersecurity Giant Eyes $700 Million Protect AI Acquisition
We recently published a list of 14 AI Stocks Catching Wall Street’s Attention. In this article, we are going to take a look at where Palo Alto Networks, Inc. (NASDAQ:PANW) stands against other AI stocks catching Wall Street’s attention.
People Are Using AI Chatbots to Guide Their Psychedelic Trips
As psychedelic companies and therapy apps experiment with AI, people are already taking huge doses of drugs and using chatbots to process their trips.
Pew Research Center: Most Americans haven’t used ChatGPT; few think it will have a major impact on their job
The debut of ChatGPT has led some tech experts to declare it part of a “robot revolution.” But most Americans haven’t used ChatGPT, and only a tiny share think chatbots will majorly impact their jobs. Even fewer Americans say chatbots would be helpful for their work, according to a new Pew Research Center survey conducted July 17-23.
Piecing Together an Ancient Epic Was Slow Work. Until A.I. Got Involved.
Scholars have struggled to identify fragments of the epic of Gilgamesh — one of the world’s oldest literary texts. Now A.I. has brought an “extreme acceleration” to the field.
Science Funding Agencies Say No To Using AI for Peer Review
Concerns include confidentiality, accuracy, and “originality of thought.”
Smarter Coverage: How Agentic AI Is Changing The Insurance Industry
Agentic AI, particularly LLM-powered digital agents, can shift the paradigm. These agents can process vast amounts of structured and unstructured data, comprehend documents and provide actionable insights. For instance, an underwriting digital assistant could analyze historical bind requests, identify patterns requiring manual intervention, and offer risk-based pricing recommendations.
States target AI’s hidden hand in Americans’ lives
While artificial intelligence made headlines with ChatGPT, behind the scenes, the technology has quietly pervaded everyday life — screening job resumes, rental apartment applications, and even determining medical care in some cases. While a number of AI systems have been found to discriminate, tipping the scales in favor of certain races, genders or incomes, there’s scant government oversight.
Summit on LLMs rallies leading AI experts
Ask a large language model (LLM) – a generative artificial intelligence (AI) technology like ChatGPT – what a Muslim man looks like, and it may churn out photos of terrorists. Punch in a request for photos of New Delhi, India’s capital city with rich cultural diversity, and you might get slides of fiery slums. “People with disabilities” might yield images of people with glitchy, dysmorphic faces in wheelchairs – a tell-tale sign that AI is producing images without enough data to draw from. To leading AI scholars and researchers at the “Thought Summit: LLMs and Society,” held May 19-21 in the ILR Conference Center, such errors aren’t harmless; they reveal a fundamental design problem and systemic issues, said Aditya Vashistha, assistant professor of information science in the Cornell Ann S. Bowers College of Computing and Information Science and the summit’s lead faculty organizer. AI tools are being designed by and for Western culture, which represents just 15% of the world’s population, but used around the globe, he said.
Teachers union partners with Anthropic, Microsoft and OpenAI to launch AI-training academy
The American Federation of Teachers (AFT) on Tuesday announced the fall launch of the National Academy for AI Instruction, a $23 million endeavor funded by Anthropic, Microsoft and OpenAI, three main players in the generative AI revolution.
Tech companies have agreed to an AI ‘kill switch’ to prevent Terminator-style risks
AI firms make safety commitments at global summit in Seoul.
Technology To Help Reviewers Keep On Top Of The Growth In Submissions
The academic peer review process has come under a great deal of scrutiny recently. The merits and drawbacks of anonymous and double-anonymous reviews vs. open and public studies have been discussed and debated on academic forums, conferences, and Twitter. Leaving aside claims that the ‘Blockchain’ provides a panacea for resolving issues such as trust, bias, and academic misconduct in the peer review process, how can technology assist with the mechanics of actually reviewing papers for publication?
Ten Principles for Regulation That Does Not Harm AI Innovation
Artificial intelligence (AI) can create many significant economic and social benefits. However, concerns about technology have prompted policymakers to propose various laws and regulations to develop “responsible AI.” Unfortunately, many proposals would likely harm AI innovation because few have considered what “responsible regulation of AI” entails. This report offers ten principles to guide policymakers in crafting and evaluating regulatory proposals for AI that do not harm innovation.
Terminator Director James Cameron on AI: 'I Warned You Guys in 1984 and You Didn't Listen'
Director James Cameron has weighed in on the rise of artificial intelligence and the potential dangers it could present in the future, recalling his 1984 film The Terminator.
Texas’ Left Turn On AI Regulation
Texas has long been celebrated as a beacon of business-friendly policies and innovation. But a surprising new piece of legislation — the Texas Responsible AI Governance Act — threatens to upend the state’s pro-business reputation. The proposed bill, introduced as HB 1709, is one of the most aggressive AI regulatory efforts yet seen in the United States, rivaling even California and Europe in its scope.
These New Tools Could Make AI vision Systems Less Biased
Two new papers from Sony and Meta describe novel methods to make bias detection fairer.
Top musicians among hundreds warning against replacing human artists with AI
More than 200 musical artists — including heavy hitters such as Billie Eilish, Katy Perry and Smokey Robinson — have penned an open letter to AI developers, tech firms and digital platforms to "cease the use of artificial intelligence (AI) to infringe upon and devalue the rights of human artists."
US, Britain announce partnership on AI safety, testing
The United States and Britain on Monday announced a new partnership on the science of artificial intelligence safety, amid growing concerns about upcoming next-generation versions.
Using AI in Peer Review
In December 2022, we asked ChatGPT to write a cynical review of the first preprint covering Covid-19 research. It responded by calling the preprint “yet another example of the questionable research coming out of China,” which could not be trusted because of “the lack of transparency and credibility of the Chinese research community.”
Using AI in Peer Review Is a Breach of Confidentiality
As the scientific community continues to evolve, leveraging the latest technologies to improve and streamline the peer-review process is essential. One such technology that shows great promise is artificial intelligence (AI). AI-based peer review has the potential to make the process more efficient, accurate, and impartial, ultimately leading to better-quality research.
Using AI to Replace an Actor Is Now Against the Law in California
California Governor Gavin Newsom signed a pair of bills sponsored by SAG-AFTRA that extend the guild's recent AI protections.
Vanderbilt experts discuss the future of AI at congressional briefing
As artificial intelligence transforms industries and reshapes national security, it presents both extraordinary opportunities and significant challenges. To address the complexities AI poses to the nation’s economy and security, Vanderbilt University experts retired Gen. Paul Nakasone, founding director of Vanderbilt’s Institute of National Security, and Jesse Spencer-Smith, interim director of the Data Science Institute, shared crucial insights with a bipartisan group of congressional staff on Capitol Hill.
What International AI Safety report says on jobs, climate, cyberwar and more
Wide-ranging investigation says impact on work likely to be profound, but opinion on risk of human extinction varies.
What Is AI Doing To Art?
AI-generated artwork is prompting hard questions about human creativity. The photograph's history shows why the debate terms are wrong.
What is ChatGPT?
The most commonly asked questions about ChatGPT.
What Michael Crichton Reveals About Big Tech and A.I.
The author of “Jurassic Park” understood that technologies often wriggle out of the grasp of their creators.
When robots can't riddle: What puzzles reveal about the depths of our own minds
AI runs unfathomable operations on billions of lines of text, handling problems that humans can't dream of solving – but you can probably still trounce them at brain teasers.
White House evaluates effect of China AI app DeepSeek on national security
U.S. officials are looking at the national security implications of the Chinese artificial intelligence app DeepSeek, White House press secretary Karoline Leavitt.
Why 2025 Won't Be The Year Of Agentic AI
AI agents are computational systems designed to "perceive their environment, make decisions and take actions to achieve specific goals." Agentic AI takes the concept of autonomous systems further by envisioning fully autonomous agents capable of general problem-solving, much like human intelligence. This is one of the holy grails of AI research—promising systems that can independently navigate unstructured environments, collaborate with humans and achieve sophisticated objectives without direct supervision.
Why AI Is Better than Doctors at the Most Human Part of Medicine
The hope is that artificial intelligence will eventually do much of the work that makes it difficult for doctors to spend enough time with patients.
Will A.I. Save the News?
Artificial intelligence could hollow out the media business—but it also has the power to enhance journalism.
Women of Impact: Dr. Safiya Umoja Noble
In an AI-obsessed world, Safiya Noble urges us to hold on to our humanity.
Xbox producer tells staff to use AI to ease job loss pain
An Xbox producer has faced a backlash after suggesting laid-off employees should use artificial intelligence to deal with emotions in a now deleted LinkedIn post.