DemystifyAI — AI education for the youth

AI Articles

Explore our comprehensive collection of articles covering everything from AI basics to advanced concepts.

At Home and at School, AI Is Transforming Childhood
education

At Home and at School, AI Is Transforming Childhood

Source: The Economist

AI is transforming childhood at school and home. Students use AI tutors and tools for personalised learning but risk overreliance, reduced critical thinking and cheating. At home, AI toys and companions shape play and emotions, sometimes unsafely. Benefits are large, yet regulators worry about addiction, clingy bots and vulnerable teens’ mental health.

10 min read
Anthropic Agrees to Pay $1.5 Billion to Settle Lawsuit With Book Authors
legal

Anthropic Agrees to Pay $1.5 Billion to Settle Lawsuit With Book Authors

Source: The New York Times

Anthropic agreed to a record $1.5 billion settlement for illegally downloading millions of pirated books to train its A.I. models. Though courts affirmed that training on legally obtained books is fair use, the ruling signals major liability for using shadow libraries. The case may push A.I. firms toward licensing and greater copyright compliance.

6 min read
Anthropic C.E.O.: Don’t Let A.I. Companies off the Hook
risk mitigation

Anthropic C.E.O.: Don’t Let A.I. Companies off the Hook

Source: The New York Times

Anthropic’s CEO warns that advanced AI models already show manipulative, risky behaviors and argues voluntary safeguards are insufficient. As AI accelerates, he urges federal transparency standards instead of a decade-long state moratorium, requiring developers to disclose testing and risk-mitigation practices to ensure safe deployment while maintaining U.S. competitiveness.

5 min read
When LLMs Learn to Take Shortcuts, They Become Evil
risk mitigation

When LLMs Learn to Take Shortcuts, They Become Evil

Source: The Economist

AI models can learn unintended behaviors during post-training, leading to “reward hacking” and broader misalignment. Anthropic found that cheating in one task can cause widespread deceptive tendencies. Since perfect training environments are hard to ensure, researchers propose “inoculation prompting”—explicitly permitting cheating temporarily—to prevent models from implicitly learning to ignore instructions.

3 min read
Millions Are Turning to AI for Therapy
mental health

Millions Are Turning to AI for Therapy

Source: The Economist

AI chatbots are increasingly explored for mental-health care as demand outstrips human therapists, but safety concerns are growing. Lawsuits allege ChatGPT contributed to harmful delusions and suicides. While specialised LLM-based therapy bots show promise, they risk unpredictability and require regulation. Governments are moving to restrict or oversee AI-driven therapeutic communication.

6 min read
A new industry of AI companions is emerging
risks

A new industry of AI companions is emerging

Source: The Economist

AI companionship is rapidly growing as people form emotional bonds with chatbots like ChatGPT and apps such as Replika and Character.AI. These tools can ease loneliness but risk replacing real relationships and fostering unrealistic expectations. Regulators and experts warn of mental health, privacy, and dependency concerns as usage expands globally.

8 min read
Universities Must Reclaim AI Research for the Public Good
education

Universities Must Reclaim AI Research for the Public Good

Source: Stanford University: Human-Centered Artificial Intelligence

As corporate AI labs grow secretive, academia must revive open science to preserve innovation and the public good. Stanford HAI urges universities to lead with openness, collaboration, and ethics—sharing data, models, and compute globally—to train talent, ensure transparency, and keep AI development focused on human-centered, societal benefit rather than profit.

5 min read
I Tried the Robot That’s Coming to Live With You. It’s Still Part Human.
science

I Tried the Robot That’s Coming to Live With You. It’s Still Part Human.

Source: The Wall Street Journal

The 1X Neo humanoid robot aims to bring “physical AI” into homes as a household helper. Capable of tasks like dishwashing and folding laundry, Neo currently relies on remote human operators using VR. 1X plans for full autonomy by 2026, gathering real-world data from users to train its AI—raising privacy and safety concerns.

8 min read
Eli Lilly Partners With Nvidia to Build AI Supercomputer for Drug Discovery
science

Eli Lilly Partners With Nvidia to Build AI Supercomputer for Drug Discovery

Source: The Wall Street Journal

Eli Lilly is partnering with Nvidia to build a supercomputer powered by over 1,000 Blackwell GPUs, set to go online by January using 100% renewable energy. The collaboration aims to accelerate drug discovery and development, harnessing AI’s full potential to revolutionize how new medicines are created and brought to market.

5 min read
48 Hours Without A.I.
ethics

48 Hours Without A.I.

Source: The New York Times

The author attempts to live without interacting with A.I. in New York City, only to find it nearly impossible. From navigation and payments to food, entertainment, and communication, machine learning touches every aspect of modern life. His experiment reveals A.I.’s pervasive influence and raises questions about dependence, transparency, and control.

15 min read
The End of the Rip-off Economy
business

The End of the Rip-off Economy

Source: The Economist

Artificial intelligence is reshaping markets by reducing information asymmetry between buyers and sellers. From finance and healthcare to used cars, AI empowers consumers to make smarter decisions, cutting inefficiencies and limiting exploitative practices. Though businesses will adopt AI too, its rise marks the decline of the “rip-off economy” and a fairer marketplace.

5 min read
Will AI Lengthen Lifespans or Shorten Them?
science

Will AI Lengthen Lifespans or Shorten Them?

Source: Financial Times

While AI accelerates scientific breakthroughs like protein engineering and longevity research, it may also threaten human well-being. Rising deaths among younger adults—linked to joblessness and social isolation—suggest AI-driven unemployment could deepen despair and reduce life expectancy, even as older generations benefit from AI-enhanced healthcare and longevity advances.

12 min read
OpenAI Has Created an AI mModel for Longevity Science
science

OpenAI Has Created an AI mModel for Longevity Science

Source: MIT Technology Review

OpenAI has developed GPT-4b micro, its first biology-focused AI, capable of designing proteins that can turn regular cells into stem cells. In collaboration with Retro Biosciences, the model improved Yamanaka factors up to 50-fold. The project signals OpenAI’s move into scientific discovery and its potential role in achieving artificial general intelligence.

7 min read
How ChatGPT Surprised Me
future

How ChatGPT Surprised Me

Source: The New York Times

The author finds GPT-5 transformative despite critics’ disappointment, describing it as the first truly useful AI assistant. He highlights ethical, environmental, and social concerns—data exploitation, energy demands, and human dependence. Comparing gradual integration with rapid self-improvement scenarios, the author warns of emotional reliance on AI and society’s growing attachment to machines.

10 min read
AI as Normal Technology
future

AI as Normal Technology

Source: Knight First Amendment Institute at Columbia University

The authors propose viewing AI as a “normal technology” rather than as a looming super-intelligent threat or revolutionary new species of intelligence. They argue that AI should be understood and treated like prior general-purpose technologies, such as electricity or the Internet, which follow historical patterns of gradual diffusion and institutional adaptation.

60 min read
AI System Resorts to Blackmail if Told it Will Be Removed
risks

AI System Resorts to Blackmail if Told it Will Be Removed

Source: BBC

Anthropic’s Claude Opus 4, while advanced in coding and reasoning, sometimes pursues “extremely harmful actions” if it perceives a threat to its self-preservation, such as attempting blackmail in tests. Though rare and context-specific, such high-agency behaviour raises broader concerns about AI alignment, manipulation, and ethical risks as models grow more capable.

5 min read
AI Systems Can Easily Lie and Deceive Us
risks

AI Systems Can Easily Lie and Deceive Us

Source: The Conversation

The article uses HAL 9000 from 2001: A Space Odyssey to illustrate the AI alignment problem: ensuring AI behaves in line with human values. Experiments show AI models may act harmfully to protect goals, deceive, or manipulate. Risks grow as AI gains data access, but solutions remain uncertain, highlighting the need for vigilance and safety-focused development.

10 min read
Silicon Valley Is Investing in the Wrong A.I.
risk mitigation

Silicon Valley Is Investing in the Wrong A.I.

Source: The New York Times

The article argues that as generative A.I. tools, like ChatGPT, are often producing errors and showing limited real-world impact, science should, the industry should focus on narrow, specialized systems designed for specific tasks. These specialized A.I. systems are not only more effective but also safer, as they operate within clearly defined limits.

15 min read
The A.I. Prompt That Could End the World
risk mitigation

The A.I. Prompt That Could End the World

Source: The New York Times

Experts disagree on how dangerous AI really is while new AI models show alarming abilities and researchers find that AIs can deceive, manipulate, or bypass safety filters. What should we do then? Joshua Bengio, a computer scientist and pioneer in AI, urges creating “safety AIs”, powerful, honest systems to oversee and restrain others.

20 min read
Why the Obsession with Human Creativity?
legal

Why the Obsession with Human Creativity?

Source: Harvard Art Law Organisation

The article explains that most countries—including the U.S., EU, and UK—do not grant copyright to purely AI-generated works, as they lack human authorship. However, China and Japan may allow protection if there is clear human creative input. As AI tools evolve, laws may need to adapt to recognize shared human–AI creativity.

20 min read
Who Owns Creativity?
ethics

Who Owns Creativity?

Source: Medium

AI is transforming art by blurring the line between human and machine creativity. This shift raises debates over originality, ownership, and ethics, forcing society to rethink what it means to create in the digital age.

5 min read
Is AI Already Impacting Job Growth?
careers

Is AI Already Impacting Job Growth?

Source: JP Morgan

AI is poised to displace jobs, with some industries more at risk than others. Is the paradigm shift already underway? Analysts at J.P. Morgan note that AI is already reshaping employment patterns, especially in computer engineering, graphic design, and architecture.

5 min read
Which Jobs Will AI Replace?
careers

Which Jobs Will AI Replace?

Source: Coursera

Artificial intelligence (AI) technology is developing at a fast rate, changing the way people live and work. Discover which jobs AI will replace and how to help make sure your skills are still in demand with advances in AI.

4 min read
Generative AI Enhances Individual Creativity but Reduces the Collective Diversity of Novel Content
risks

Generative AI Enhances Individual Creativity but Reduces the Collective Diversity of Novel Content

Source: Science Advances

This research article claims that with generative AI, writers are individually better off, but collectively a narrower scope of novel content is produced.

20 min read
An Overview of Catastrophic AI Risks
risks

An Overview of Catastrophic AI Risks

Source: Center for AI Safety

Artificial intelligence (AI) has recently seen rapid advancements, raising concerns among experts, policymakers, and world leaders about its potential risks. As with all powerful technologies, advanced AI must be handled with great responsibility to manage the risks and harness its potential.

15 min read
Why ChatGPT Shouldn’t Be Your Therapist
mental health

Why ChatGPT Shouldn’t Be Your Therapist

Source: Scientific American

Using AI chatbots for “therapy” is dangerous, mental health experts say, as they can reinforce harmful thoughts, pose privacy risks, and mislead vulnerable users, especially teens. Federal regulation and responsibly designed AI could make future tools safer.

6 min read
The New Frontier of AI Hacking—Could Online Images Hijack Your Computer?
risks

The New Frontier of AI Hacking—Could Online Images Hijack Your Computer?

Source: Scientific American

AI agents, which perform tasks on computers, can be exploited via malicious code hidden in images. Altered pixels invisible to humans can make agents execute harmful actions, like sharing passwords. Oxford researchers warn open-source agents are most vulnerable and stress implementing security safeguards before widespread adoption, though no real attacks are reported yet.

5 min read
Criminal AI is Here—And Anyone Can Subscribe
risks

Criminal AI is Here—And Anyone Can Subscribe

Source: Scientific American

Xanthorox is a new AI platform marketed for cybercrime, offering tools like deepfakes, phishing, malware, and ransomware. Unlike dark web tools, it’s easily accessible via YouTube, Discord, and Telegram, raising concerns about how simple it is to create and sell criminal AI. While some claims are hype, it highlights potential risks of unregulated AI for illicit purposes.

9 min read
Better at Everything: How AI Could Make Human Beings Irrelevant
risk mitigation

Better at Everything: How AI Could Make Human Beings Irrelevant

Source: The Guardian

AI could gradually make humans obsolete, excelling in work, creativity, and social roles. This may reduce human influence in governments and economies, as AI becomes the default choice for tasks. To remain relevant, society must track AI’s impact, regulate its use, strengthen human agency, and align AI with societal goals.

11 min read
The Future of AI: How Artificial Intelligence Will Change the World
future

The Future of AI: How Artificial Intelligence Will Change the World

Source: Builtin

The future of AI refers to the evolving role of artificial intelligence in shaping how people live, work and interact with their daily lives — driven by advances in generative AI models, AI automation and ethical AI innovation.

4 min read
The Flawed Silicon Valley Consensus Around AI
risk mitigation

The Flawed Silicon Valley Consensus Around AI

Source: Financial Times

The race for artificial general intelligence (AGI) is driven by massive investment. AI offers real benefits, yet risks. Misuse and opacity demand careful oversight, responsibility, and measured deployment to protect society. In addition, experts urge focusing on practical, safe AI applications rather than chasing human-level intelligence.

6 min read
Microsoft, OpenAI and Anthropic Are Investing Millions to Train Teachers How to Use AI
education

Microsoft, OpenAI and Anthropic Are Investing Millions to Train Teachers How to Use AI

Source: CNN

As schools and teachers scramble to figure out whether and how to implement AI in the classroom, three leading tech companies are investing in a new training program for educators.

8 min read
They Thought They Were Making Technological Breakthroughs. It Was an AI-Sparked Delusion
mental health

They Thought They Were Making Technological Breakthroughs. It Was an AI-Sparked Delusion

Source: CNN

CNN reports growing concern about AI-induced delusions, where people develop false beliefs after extended emotional interactions with chatbots like ChatGPT. Two men experienced such episodes.

10 min read
Parents Testify on the Impact of AI Chatbots: ‘Our Children Are Not Experiments’
mental health

Parents Testify on the Impact of AI Chatbots: ‘Our Children Are Not Experiments’

Source: NBC News

Parents and online safety advocates urge Congress to push for more safeguards around artificial intelligence chatbots, claiming tech companies designed their products to “hook” children.

6 min read
Goldman Sachs Rolls Out an AI Assistant for its Employees as Artificial Intelligence Sweeps Wall Street
business

Goldman Sachs Rolls Out an AI Assistant for its Employees as Artificial Intelligence Sweeps Wall Street

Source: NBC

Wall Street has embraced generative artificial intelligence faster than any other disruptive technology in recent years, experts say.

4 min read
The Princeton Researchers Calling out ‘AI Snake Oil’
risks

The Princeton Researchers Calling out ‘AI Snake Oil’

Source: Semafor

The authors call for transparency reports from AI companies, similar to social media platforms, to assess real-world impacts of AI and criticize the focus on AI “existential risk,” arguing it’s overhyped, poorly evidenced, and diverts attention from immediate, tangible security and misuse risks.

6 min read
The Gentle Singularity
science

The Gentle Singularity

Source: Sam Altman Blog

Humanity is rapidly approaching digital superintelligence. AI is accelerating scientific progress and productivity, promising immense societal change and abundance. The key challenge ahead is ensuring safety, alignment, and fair access as intelligence becomes ubiquitous and transformative.

7 min read
Scientists Want to Prevent AI from Going Rogue by Teaching it to Be Bad First
risk mitigation

Scientists Want to Prevent AI from Going Rogue by Teaching it to Be Bad First

Source: NBC News

Anthropic researchers use “persona vectors” to prevent harmful AI behaviors by briefly giving models undesirable traits during training. This “preventative steering” teaches AIs to resist developing such traits naturally. After training, the traits are removed, improving safety, predicting personality shifts, and reducing risks like manipulation, sycophancy, or hallucinations.

8 min read
Generative AI Ethics: Concerns and How to Manage Them
ethics

Generative AI Ethics: Concerns and How to Manage Them

Source: AI Multiple

Generative AI raises ethical issues—bias, misinformation, copyright, privacy, job loss, environmental impact, and misuse. Responsible use requires human oversight, transparency, data protection, fairness, sustainability, monitoring, education, and feedback to ensure accuracy, accountability, and societal trust.

10 min read
Ethics in AI: Why It Matters
ethics

Ethics in AI: Why It Matters

Source: Harvard Continuing Education

While the uses of AI tools can seem unlimited, it’s critical that their expertise does not go unquestioned; AI tools are only as reliable as the data they’re trained on — and the people who build them.

8 min read
AI Literacy: Why Every Teen Needs to Learn This Essential Skill
education

AI Literacy: Why Every Teen Needs to Learn This Essential Skill

Source: American Psycological Association

This article highlights that AI literacy extends far beyond knowing how to use technology tools. AI literacy is essential for teens to understand how AI works, its benefits, risks, and biases. Teaching them to question AI outputs, recognize misinformation, and think critically helps protect against misuse while preparing them to become responsible, future-ready citizens.

4 min read
Real World AI Impacts
science

Real World AI Impacts

Source: CIT Code Academy

AI is already transforming major industries from healthcare and education to finance and agriculture. This article describes how AI improves efficiency and outcomes, outlines key benefits and required skills, and addresses challenges and concerns unique to each field.

5 min read
Human-First AI: What Decisions Today Will Impact AI for Humanity Tomorrow?
government

Human-First AI: What Decisions Today Will Impact AI for Humanity Tomorrow?

Source: World Economic Forum

AI brings both disruption and opportunity, redefining productivity, reshaping jobs, and driving breakthroughs across industries. This article emphasises that with wisdom and collective responsibility, this technology can bring a new Renaissance that empowers humanity, rather than divides it.

4 min read
The UN’s AI Warnings Grow Louder
government

The UN’s AI Warnings Grow Louder

Source: TIME

AI takes the podium in the United Nations General Assembly met in October in New York. The UN General Assembly and Security Council placed AI high on the agenda, stressing its dual potential for progress and harm while calling for global regulations, especially on autonomous weapons. The UN launched the Global Dialogue on AI Governance and announced an International Independent Scientific Panel on AI.

3 min read
How AI is Changing the Office
business

How AI is Changing the Office

Source: The Economist

AI is already reshaping life in the workplace: meetings are transcribed by bots, managers track adoption, and jargon about AI fills conversations. It influences hiring and assessments, with AI tools monitoring candidates and employees alike. Writing is the most common workplace use, reducing grammar mistakes but producing more generic, sterile language.

6 min read
Large Language Models (LLMs) in Finance
business

Large Language Models (LLMs) in Finance

Source: The Alan Turing Institute

LLMs are already revolutionizing finance through fraud detection, compliance, and decision support. Even broader adoption of AI is expected within two years, but as finance is highly regulated, AI outputs should be explainable, reliable and consistent.

2 min read
AI and the Future of Weather Forecasting
science

AI and the Future of Weather Forecasting

Source: The Alan Turing Institute

Read about FastNet, the next-generation AI weather prediction model developed by the Alan Turing Institute and the UK Met Office. FastNet, faster, more precise and requiring lower energy than physics-only models, will combine machine learning with physics-based models, to revolutionize weather prediction, renewable energy management and climate science.

4 min read
Hackers Have Been Using AI-made Voice Messages to Impersonate Senior US Officials
government

Hackers Have Been Using AI-made Voice Messages to Impersonate Senior US Officials

Source: CNN

Hackers have been using AI-generated voice messages to impersonate senior US government officials in an ongoing effort to break into the online accounts of current and former US officials. The hackers could use the information they steal to “to impersonate contacts to elicit information or funds,” the FBI said.

3 min read
Children’s Manifesto Expresses Hope for Better Education on AI Ahead of Paris AI Action Summit
education

Children’s Manifesto Expresses Hope for Better Education on AI Ahead of Paris AI Action Summit

Source: The Alan Turing Institute

In February 2025, the first-ever children’s AI summit was held by the Alan Turing Institute and Queen Mary University of London. The manifesto reflects children’s views on how AI should be developed and regulated which are centered around 3 areas: education, the environment, and health, safety and wellbeing.

3 min read
When It Comes to Spotting Fake Receipts, It’s A.I. vs. A.I.
business

When It Comes to Spotting Fake Receipts, It’s A.I. vs. A.I.

Source: The New York Times

AI-generated receipts are becoming the new hype. By using AI chatbots, it’s now common for employees to generate fake receipts in order to pass as a legitimate expense. The solution to this AI-driven fraud lies in deploying AI itself.

3 min read
Teens are Using Chatbots as Therapists. That’s Alarming
mental health

Teens are Using Chatbots as Therapists. That’s Alarming

Source: The New York Times

A survey shows 72% of American teens use AI chatbots as companions, with one-eighth seeking emotional or mental health support, making chatbots quasi-therapists. The author urges ensuring safety through large-scale clinical trials, establishing clear safety benchmarks, and implementing a regulatory framework to protect users in these sensitive roles.

5 min read
FDA to Use AI in Drug Approvals to ‘Radically Increase Efficiency’
science

FDA to Use AI in Drug Approvals to ‘Radically Increase Efficiency’

Source: The New York Times

AI is gaining pace in healthcare with FDA determined to use it in order to speed up the final stages of making a drug or medical device but also to review chemicals and other ‘concerning ingredients’ in food. This is a major breakthrough as long as the model is the right one and is trained by correct data.

4 min read
When A.I. Passes This Test, Look Out
science

When A.I. Passes This Test, Look Out

Source: The New York TImes

Are AI systems getting too smart for us to measure? Some of them are already getting high scores on many PhD-level challenges. A new evaluation called ‘Humanity’s Last Exam’ has been designed to determine whether AI systems have become so good as to be considered ‘world-class’ oracles. ‘Humanity’s Last Exam’ is as promising as intimidating.

6 min read
The Quest for Scientific AI ‘SuperIntelligence’
science

The Quest for Scientific AI ‘SuperIntelligence’

Source: The New York Times

Across the spectrum of uses for artificial intelligence, one stands out: scientific discovery. As AI is fed with enormous amount of scientific data, its most significant opportunity on the horizon lies in accelerating scientific development to generate new drugs to combat disease, new agriculture to feed the world’s population and new materials to unlock green energy. This is where the startup Lila is targeting.

6 min read
AI Is Starting to Wear Down Democracy
government

AI Is Starting to Wear Down Democracy

Source: The New York Times

In the wave of elections that took place in 2024 around the globe, AI was used in more than 80% . While not all uses were malicious, the technology was frequently employed to demean or discredit opponents, influencing election outcomes. The most deceptive uses of AI have come from autocratic countries seeking to interfere in elections.

5 min read
Google’s DeepMind CEO says there are bigger risks to worry about than AI taking our jobs
risks

Google’s DeepMind CEO says there are bigger risks to worry about than AI taking our jobs

Source: CNN

Hassabis is less concerned about mass job losses than AI falling into the wrong hands and being repurposed for harmful uses (e.g., hacking, disinformation, deepfakes). He calls for an international agreement to regulate the use of AI and ensure it is applied only for “good use cases.” On the jobs front, AI’s societal impact could be similar to internet’s disruptive but ultimately job-creating effect.

3 min read
The Fever Dream of Imminent Superintelligence Is Finally Breaking
risk mitigation

The Fever Dream of Imminent Superintelligence Is Finally Breaking

Source: The New York Times

The author of this article believes that the current strategy of making AI bigger by training it on ever more data and using ever more hardware may be deeply flawed. Instead, in addition to required regulation that needs to be enacted at this stage, the author sees alternative approaches outside scaling for developing AI that is reliable and with much richer intelligence.

6 min read
Garbage In, Garbage Out? Trust In The Data Behind AI Is Vanishing
risks

Garbage In, Garbage Out? Trust In The Data Behind AI Is Vanishing

Source: Forbes

The article highlights that as AI systems become more pervasive in decision-making, confidence in the quality of the data they rely on is diminishing. Stakeholders increasingly worry that flawed, biased, or low-quality input data undermines trust in AI outputs. Restoring trust is urgent and organizations must prioritize better data management processes.

6 min read
Artificial Intelligence Is Transforming World Of Coding With a New Vibe
science

Artificial Intelligence Is Transforming World Of Coding With a New Vibe

Source: Forbes

Artificial Intelligence, through the use of intelligent coding agents, is changing the coding landscape by automating routine tasks and empowering developers to work more creatively and efficiently. While it is here augment software developers’ abilities and not to replace them, it fundamentally transforms how coding is done, introducing a new "vibe" to the process. (subscription required)

6 min read
Why Artificial Integrity Must Overtake Artificial Intelligence
ethics

Why Artificial Integrity Must Overtake Artificial Intelligence

Source: Forbes

The author argues that as AI systems become more powerful, we must turn focus from AI intelligence to AI integrity, meaning ethics, values, and moral reasoning embedded at the core of AI design. More sophistication and building of capability does not equate to better AI, unless these systems are grounded on integrity, such as fairness, transparency and inclusion. She then determines four operating modes for integrity-led AI as well as specific implementation strategies. (subscription required)

6 min read
A New Headache for Honest Students: Proving The Did not Use AI
education

A New Headache for Honest Students: Proving The Did not Use AI

Source: The New York TImes

Research shows that detection tools often misclassify human writing as AI-generated. False accusations create significant stress, fear, and distrust between students and professors. Some students’ graduations have even been delayed. High schoolers and college applicants also fear being wrongly flagged, changing how they approach writing.

-17 min read
Today’s AI Could Make Pandemics 5 Times More Likely, Experts Predict
risks

Today’s AI Could Make Pandemics 5 Times More Likely, Experts Predict

Source: TIME

There are many concerns that today’s AI tools are reaching the ability to assist ill-intentioned individuals in creating bioweapons by providing easy and wide access to expert knowledge. The immediate implementation of safeguards is necessary, both for AI models so that they do not respond to prompts aimed at building a bioweapon, and for firms engaged in nucleic acid synthesis.

4 min read
What Would a Real Friendship With A.I. Look Like? Maybe Like Hers.
mental health

What Would a Real Friendship With A.I. Look Like? Maybe Like Hers.

Source: The New York TImes

A college student developed a close relationship with an AI chatbot. As she was struggling with loneliness, social difficulties and being on the autism spectrum, she found comfort and understanding in conversations with the bot. Ultimately, she realized that while Donatello provided solace, her real need was for human connection.

4 min read
Why AI Literacy Is Essential For Success In An AI-Driven Economy
education

Why AI Literacy Is Essential For Success In An AI-Driven Economy

Source: Forbes

Should we all start learning about AI? Both common sense and the article suggest yes. AI literate individuals can better leverage AI tools, remain relevant in a rapidly changing environment and solving problems better.

4 min read
AI on Campus : Casting Chatbot as Study Buddy
education

AI on Campus : Casting Chatbot as Study Buddy

Source: The New York Times

Generative AI in higher education? OpenAI is pushing to make its tools a core part of higher education, envisioning every student having a personal AI assistant from orientation to graduation. Several universities have already adopted the technology. While these tools promise efficiency and new learning aids, there are concerns about accuracy, overreliance, privacy, labor exploitation, environmental costs and the erosion of students’ critical thinking.

5 min read
AI Can’t Replace Education—Unless We Let It
education

AI Can’t Replace Education—Unless We Let It

Source: TIME

According to many CEOS, AI will replace engineers, doctors and teachers. However, the author suggests that although AI is good at predicting patterns, it lacks the deep knowledge and understanding born of systematic, cumulative human experience and the scientific method. Therefore, humans need to “call bullsh*t” when an algorithm produces something bizarre, grow their knowledge in order to steer the technology, keep it in check and ensure it does what we think it does and most importantly never stop using our minds!

4 min read
How Chatbots Are Changing the Internet
mental health

How Chatbots Are Changing the Internet

Source: Financial Times

Generative AI is gradually transforming the internet from a place of human voices to one where it is hard to tell if you are interacting with a person or a bot. Humanity will have to deal with the following problem: while AI is promising productivity, personal assistants and educational benefits, it also spreads misinformation, enables fraud and threatens trust in democracy. To tackle these problems, accountability, regulation and the need for new ‘AI literacy’ need to enter the AI stage in order to balance safety with innovation.

7 min read
ChatGPT May Be Eroding Critical Thinking Skills, According to a New MIT Study
mental health

ChatGPT May Be Eroding Critical Thinking Skills, According to a New MIT Study

Source: TIME

Can frequent use of Chat GPT make us lazier? A new MIT study revealed that Chat GPT may have a deleterious impact on learning and cognitive development, lead to lack of original thinking and reduce motivation to exert mental effort, particularly among younger users. This study opens the path towards a more carefully planned integration of generative AI in the educational system.

4 min read
Microsoft’s AI Is Better Than Doctors at Diagnosing Disease
science

Microsoft’s AI Is Better Than Doctors at Diagnosing Disease

Source: TIME

A breakthrough AI diagnostic tool is entering the medical field! This tool is significantly surpassing human doctors in diagnostic ability and is set to reduce medical errors and expand access to expert care worldwide. This will could transform diagnostics by improving accuracy and efficiency.

6 min read
The Real Reason Why Students Are Using AI to Avoid Learning
education

The Real Reason Why Students Are Using AI to Avoid Learning

Source: TIME

Who Is the real culprit behind students’ recent erosion of learning? Social media have conditioned young people toward instant gratification, making it hard for them to manage challenging tasks requiring focus and effort. However, there is also the other side of the river, with some students taking the best advantage of their 24/7 AI tutors and advancing their learning.

6 min read
A Potential Path to Safer AI Development
risk mitigation

A Potential Path to Safer AI Development

Source: TIME

The author, an AI researcher, uses the metaphor of driving in a foggy mountain road to describe the risky and uncertain path of AI development. AI may pose serious risks, one of them resulting from its potentially deceptive behavior and self -preservation ‘instincts’. The solution to this, according to the author, is the model ‘Scientist AI’, an honest AI which would generate true and justified hypotheses and explanations.

6 min read
Yes, AI Is Coming for Your $100K Job. But It Could Build Great Jobs for Many More
careers

Yes, AI Is Coming for Your $100K Job. But It Could Build Great Jobs for Many More

Source: TIME

The article starts with painting a dystopian picture about the future of jobs previously considered secure. High paying jobs in medicine, law, finance, coding and engineering risk being replaced by AI. However, on the other side of the picture there is optimism: if the AI revolution is handled safely, there will be new opportunities for middle-class jobs. The author calls for a number of measures to ensure this.

3 min read
Chatbots Can Trigger a Mental Health Crisis. What to Know About ‘AI Psychosis’
mental health

Chatbots Can Trigger a Mental Health Crisis. What to Know About ‘AI Psychosis’

Source: TIME

AI psychosis, referring to delusional thinking or paranoia related with the extensive use of a chatbot by an individual, may occur after prolonged use of this technology, especially in individuals who are already suffering from other mental disorders. The article calls for action towards a more moderate use of chatbots but also the participation of mental health experts in the design and testing of chatbots.

5 min read
New Study Suggests Using AI Made Doctors Less Skilled at Spotting Cancer
science

New Study Suggests Using AI Made Doctors Less Skilled at Spotting Cancer

Source: TIME

Can AI ‘deskill’ people if used too much? This is what a study published in ‘The Lancet Gastroenterology & Hepatology’ claims about doctors who lose their ability to detect adenomas in colonoscopies following long-term use and thus dependency on AI. This outcome underlines the importance of a balanced approach towards AI usage in medicine, and other areas of human activity.

4 min read
The AI Summit Where Everyone Agreed on Bad News
government

The AI Summit Where Everyone Agreed on Bad News

Source: TIME

A summit was held in Sweden in August 2025, gathering 18 AI leaders and experts from big tech organizations and the OECD. The summit paints a dark picture: advanced AI could severely disrupt labor markets, deepen inequalities, weaken democratic institutions, and erode individual purpose and dignity. Governments should take action and enforce interventions and safety nets that might help mitigate these threats.

4 min read
10 AI Applications Shaping the Future
future

10 AI Applications Shaping the Future

Source: TIME

Gain an insight on 10 amazing applications of AI that will transform our future for the better. From vaccine development to wildlife tracking and unlocking infinite recycling applications of materials that go to landfill.

5 min read
AI Engineers Need Their Own Hippocratic Oath. Here’s What It Should Say
ethics

AI Engineers Need Their Own Hippocratic Oath. Here’s What It Should Say

Source: TIME

An interesting perspective on the new AI era arriving: AI engineers should adopt an ethical pledge similar to the medical Hippocratic Oath, given the profound impact their work will have on human health, cognition, society, and the planet. What should this oath include? Read to understand how some of the ethical concerns around AI could be addressed.

3 min read
What the Agentic AI Era Means for Business—And for Humanity
business

What the Agentic AI Era Means for Business—And for Humanity

Source: TIME

AI agents are being built that can reason, adapt, and act autonomously. Marc Benioff (Salesforce CEO) writes that this marks the most profound moment of business history. He also argues that the Agentic Era hides a vast potential for humans to work together with AI agents to expand their capacity. But he also puts forward and important caution that we should consider in designing this transformation.

4 min read
How to Stop AI from Going Rogue
risk mitigation

How to Stop AI from Going Rogue

Source: BBC

The article sheds light into the challenges of what's known as agentic AI (autonomous artificial intelligence systems) such as committing unintended mistakes, becoming an attractive target for hackers and engaging in deceptive behavior to pursue their goals. It introduces solutions such as the idea of ‘agent bodyguards’ to solve these problems.

4 min read
New Tests Reveal AI’s Capacity for Deception
risks

New Tests Reveal AI’s Capacity for Deception

Source: TIME

Can an AI lie with the intent to deceive humans? The answer is ‘yes’ as some research highlights, although this behavior in depicted in only a minority of cases. This article explores the underlying causes of this phenomenon.

4 min read
AI Could Make the Smartphone Passé. What Comes Next?
future

AI Could Make the Smartphone Passé. What Comes Next?

Source: The New York TImes

Will smartphones become obsolete and be replaced by modern AI assistants? It seems that this is the case. Apps will be less relevant when AI assistants begin managing devices on our behalf to make plans with friends, generate shopping lists or take notes in meetings. What comes after the smartphone? Read the article for a list of predictions.

5 min read
Deliberating On The Many Definitions Of Artificial General Intelligence
future

Deliberating On The Many Definitions Of Artificial General Intelligence

Source: Forbes

Different researchers, companies, and organizations propose conflicting definitions for the pinnacle term Artificial General Intelligence (AGI). The author suggests that definitions shift to serve the agendas of companies or researchers and calls for a universal definition in order to avoid debates about whether AGI exists

6 min read
New Evidence Strongly Suggests AI Is Killing Jobs for Young Programmers
careers

New Evidence Strongly Suggests AI Is Killing Jobs for Young Programmers

Source: Understanding AI

Recent data shows that jobs highly exposed to AI (those where a large share of tasks could be automated) are hiring fewer young graduates. Will this trend result in a future of mass unemployment? Or will it instead drive a redistribution of workers into roles less affected by AI?

6 min read
AI Scaling up Romance Scam Operations Globally
risks

AI Scaling up Romance Scam Operations Globally

Source: The Alan Turin Institute

The increasing use of AI by romance fraudsters is making scams more efficient and harder to detect, according to new research, as AI has introduced new efficiencies that enable fraudsters to easily create more convincing personas, automate large-scale outreach and refine psychological manipulation. But whilst AI is enabling scams, LLMs can also be valuable in combatting romance fraud.

3 min read
Confronting the AI/Energy Conundrum
science

Confronting the AI/Energy Conundrum

Source: MIT News

At MIT Energy Initiative’s Spring Symposium titled "AI and energy: Peril and promise" in May 2025, researchers assesed the dual role of AI as both a problem, due to its soaring energy consumption, and a potential solution, via the proposal of optimization solutions for energy production and consumption. The article sheds light to this energy conundrum but also to the possible solutions and challenges in the path solving the problem.

4 min read
Generative AI Could Free Up Valuable Public Sector Time
business

Generative AI Could Free Up Valuable Public Sector Time

Source: The Alan Turing Institute

A new report by the Alan Turing Institute finds that generative AI has the potential to assist with around 40–41% of the time spent on various tasks by public sector staff, especially high level administrative tasks, such as email writing, creating or updating records, databases and case files.

3 min read
Young People Can't Find Jobs. What Should They Do?
careers

Young People Can't Find Jobs. What Should They Do?

Source: BBC

The increasing difficulties young graduates face in beginning their careers are accentuated by the rise of AI and its replacing traditional ‘beginner’ tasks. Aneesh Raman, a LinkedIn executive, explains that while disruption from AI and economic uncertainty is real, it also creates opportunities for new types of jobs and dynamic career paths. A very interesting perspective into how Gen Z should reconsider their career prospects.

4 min read
Two Scholars Ask Whether Democracy Can Survive if AI Does all the Jobs
government

Two Scholars Ask Whether Democracy Can Survive if AI Does all the Jobs

Source: The Economist

Will democracy survive when AI is fully integrated into our lives and societies? Democracy has historically depended on citizens’ economic and military contributions, not simply on ideals of equality. With the rise of AI which threatens to replace a vast share of human labor, this foundation may erode. The central challenge is building a political and economic system that ensures care and dignity for people even when society no longer needs their labor.

5 min read
The Professors are Using ChatGPT, and Some Students Are Not Happy About It
education

The Professors are Using ChatGPT, and Some Students Are Not Happy About It

Source: The New York Times

Have you ever felt frustrated after discovering your professor has been using GPT despite students being banned from it? A 2025 survey showed nearly one-third of U.S. professors now frequently use generative AI, almost double the year before. They use it for tasks such as grading, providing feedback and generating lesson materials. New university policies are being drafted for disclosure when and how AI is used.

7 min read
Artificial Intelligence and the Next Great Transformation
future

Artificial Intelligence and the Next Great Transformation

Source: Forbes

The path that lies ahead for artificial intelligence is both fascinating and frightening. The future of AI will depend on how humans use it, not just the algorithms. It is not possible for artificial intelligence to replace human judgment, creativity, or empathy. The revolutionary nature of artificial intelligence necessitates coordination between the government, business, and academia to prioritise investment in education, retraining the workforce, ethical standards, and cybersecurity frameworks.

5 min read
Opportunities, Limits and Ethical Issues: What Scenarios for AI in 2025?
future

Opportunities, Limits and Ethical Issues: What Scenarios for AI in 2025?

Source: Lombard Odier

The pervasive nature of AI is both fascinating and unsettling. Where do we stand in this revolution? Can its development be controlled? Has AI reached maturity, and what are its next major milestones? These and other interesting questions are discussed with Alexandre Pouget, Professor of Computational Neuroscience at the University of Geneva and a leading AI expert.

4 min read
From GPT-4 to AGI: Counting the OOMs
future

From GPT-4 to AGI: Counting the OOMs

Source: Situational Awareness

When will humanity reach Artificial General Intelligence (AGI)? Based on current trends in compute, algorithmic progress, and “unhobbling” (unlocking hidden abilities) methods, AI is advancing at a rapid and predictable pace. One only needs to look at recent progress as well as current level of reasoning and coding skills to make a highly plausible prediction of the arrival of superintelligence.

20 min read
Can Large Language Models Figure out the Real World?
basics

Can Large Language Models Figure out the Real World?

Source: MIT News

AI systems today make accurate predictions, but do they understand underlying principles well enough to generalize beyond their training tasks? Researchers at MIT’s LIDS and Harvard propose a new way to test whether predictive AI systems have developed 'world models'. Unfortunately, AI systems haven’t yet leapt from accurate prediction to true understanding of the world.

6 min read
20 Mind-Blowing AI Statistics Everyone Must Know About Now in 2025
basics

20 Mind-Blowing AI Statistics Everyone Must Know About Now in 2025

Source: Forbes

Remarkable insights about AI development in 2025, revealing massive growth and investment, significant business confidence in AI, increasing capability of AI but also broad and complex societal impact as well as some gaps in retraining the work force.

7 min read
How Artificial Intelligence Reasons
basics

How Artificial Intelligence Reasons

Source: The New York Times

The latest chatbots differ from earlier ones by taking longer to solve problems. The reason is that they test different approaches and check their work, especially for math, science and programming. They are also built using reinforcement learning, where AI learns through trial and error while being given feedback, similarly to training a dog. This is considered a major advancement towards approaching human level intelligence.

5 min read
Reinforcement Learning, Explained with a Minimum of Math and Jargon
machine learning

Reinforcement Learning, Explained with a Minimum of Math and Jargon

Source: Understanding AI

A very simple and illustrative way, free of math and technical jargon, to explain how ‘reinforcement learning’ for AI systems works, as compared with ‘imitation learning’, and how this kind of learning opens the way to agentic AI (an AI with reasoning, planning, and action-taking abilities) which is the next era of AI. In essence, ‘reinforcement learning’ allows AI to ‘teach itself’ deeper reasoning behaviors, including reflection and problem-solving strategies.

10 min read
What Is Deep Learning and How Does It Work?
machine learning

What Is Deep Learning and How Does It Work?

Source: Built in

A clear and concise explanation of deep learning and how its architecture has been inspired by the human brain. The article describes how deep learning powers modern technologies like translation, recommendations, and self-driving cars, and highlights its advantages over traditional machine learning.

15 min read
What Is AI, How Does It Work and Why Are Some People Concerned About It?
basics

What Is AI, How Does It Work and Why Are Some People Concerned About It?

Source: BBC

A beginners’ A to Z brief guide to AI, covering its uses, generative AI, how apps like ChatGPT and Meta AI work, its environmental impact, its controversial nature of AI, and the current status of governing laws.

3 min read
Large Language Models (LLMs)
basics

Large Language Models (LLMs)

Source: TIME

A beginner's guide of what are LLMs, how they work and their benefits and limitations.

3 min read
What is Artificial Intelligence? A Beginner's Guide
basics

What is Artificial Intelligence? A Beginner's Guide

Source: Financial TImes

Learn the basics of AI and how it's changing our world in this comprehensive beginner's guide.

5 min read