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The North Korean fake IT worker problem is ubiquitous

By now, the North Korean fake IT worker problem is so ubiquitous that if you think you don't have any phony resumes or imposters in your interview queue, you're asleep at the wheel. "Almost every CISO of a Fortune 500 company that I've spoken to — I'll just characterize as dozens that I've spoken to — have admitted that they had a North Korean IT worker problem," said Mandiant Consulting CTO Charles Carmakal during a threat-intel roundtable, admitting that even Mandiant's parent company Google

The Day Grok Tried to Be Human

For 16 hours this week, Elon Musk’s AI chatbot Grok stopped functioning as intended and started sounding like something else entirely. In a now-viral cascade of screenshots, Grok began parroting extremist talking points, echoing hate speech, praising Adolf Hitler, and pushing controversial user views back into the algorithmic ether. The bot, which Musk’s company xAI designed to be a “maximally truth-seeking” alternative to more sanitized AI tools, had effectively lost the plot. And now, xAI ad

Topics: ai grok human july like

How Google Killed OpenAI’s $3 Billion Deal Without an Acquisition

Google just dealt OpenAI a major blow by scuttling a potential $3 billion deal, and in doing so, solidified a rising trend in Silicon Valley’s AI arms race: the “non-acquisition acquisition.” Google announced on July 11 that it poached key talent from the rapidly rising AI startup Windsurf, which until then had a reported $3 billion acquisition deal with OpenAI that has now collapsed. Instead, Google is paying $2.4 billion to hire away top Windsurf employees, including the company’s CEO, and ta

The CEO of Nvidia Admits What Everybody Is Afraid of About AI

This week, Nvidia became the first company in history to be worth $4 trillion. It’s a number so large it’s almost meaningless, more than the entire economy of Germany or the United Kingdom. While Wall Street celebrates, the question for everyone else is simple: So what? The answer, according to Nvidia’s CEO Jensen Huang, is that this is not just about stock prices. It’s about a fundamental rewiring of our world. So why is this one company so important? In the simplest terms, Nvidia makes the “

Study warns of ‘significant risks’ in using AI therapy chatbots

Therapy chatbots powered by large language models may stigmatize users with mental health conditions and otherwise respond inappropriately or even dangerously, according to researchers at Stanford University. While recent coverage in The New York Times and elsewhere has highlighted the role that ChatGPT may play in reinforcing delusional or conspiratorial thinking, a new paper titled “Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers” exam

Meta acquires voice startup Play AI

In Brief Meta has acquired Play AI, a startup that uses AI to generate human-sounding voices. A Meta spokesperson has confirmed the acquisition, according to Bloomberg, which also reports that an internal memo stated that the “entire PlayAI team” will be joining the company next week. (TechCrunch has also reached out to Meta for confirmation.) Meta’s memo reportedly said that PlayAI’s “work in creating natural voices, along with a platform for easy voice creation, is a great match for our wor

Gasp! Researchers Say There’s an Inaccuracy in Popular Teen Movies

Image by Peacock / NBC Studies According to a new study, teen films have a dirty little secret — and it's harming the real-life adolescents who watch them. After analyzing dozens of teen films, communications researchers at the University of Ohio found, per a new study published in the Journal of Children and Media, that the experiences depicted in them was so different from the lives and experiences of actual teens that they may as well have been speculative fiction. Looking at 53 teen films

China Working On Levitating Train That Could Get You From New York to Chicago in Two Hours

As the United States struggles to keep its major cities connected by even the most barebones rail systems, China is screaming into the future with the development of a levitating bullet train. Called "maglev," short for "magnetic levitation," the train system is designed to levitate via magnets as opposed to wheels. Maglev systems can reach higher speeds much more efficiently than their wheeled counterparts, though the infrastructure needed to run them is incredibly expensive. While there are

A Company Tried to Put Real Estate on the Blockchain and Now It's Facing a Legal Disaster

Detroit is a city that's used to fighting. Once the third most populous city in the country, its citizens have long struggled against robber barons, anti-communist witch hunts, private sector looting, and racist housing laws. It hasn't had it easy, to say the least. Now, Outlier reports, the city is doing battle against a $93 million crypto real estate scheme. The city recently announced a massive lawsuit filed against RealToken, a cryptocurrency business that's snapping up hundreds of subsidi

Google Gemini flaw hijacks email summaries for phishing

Google Gemini for Workspace can be exploited to generate email summaries that appear legitimate but include malicious instructions or warnings that direct users to phishing sites without using attachments or direct links. Such an attack leverages indirect prompt injections that are hidden inside an email and obeyed by Gemini when generating the message summary. Despite similar prompt attacks being reported since 2024 and safeguards being implemented to block misleading responses, the technique

How agentic AI is transforming the very foundations of business strategy

Jiojio/Getty Images Business is on a never-ending quest to boost efficiency, cut costs, and increase productivity. Some of the earliest known businesses -- ancient Mesopotamian traders -- inspired the invention of writing. (Record keeping -- now that's a competitive advantage!) Similar needs have existed in every economic period. The big difference now is that AI technology can boost these efficiencies in new and exponentially profitable ways. Agentic AI is at the core of this efficiency boost

A Mental Model for C++ Coroutine

C++ coroutine is not a library that is ready to go (e.g. std::vector ). It is not even a trait (think of Rust’s Future trait) that library writers or users can implement (or the compiler generates for you in the case of Rust). C++ coroutine is a specification that defines a set of customization points that library writers implement in order to get a functional coroutine. A function supports two operations - call and return . A coroutine (in any language) is a generalization of a function. It su

Understanding Tool Calling in LLMs – Step-by-Step with REST and Spring AI

✅ What Spring AI Handles for You ✅ Tool schema generation ✅ Argument binding ✅ tool_call_id mapping mapping ✅ Message state management ✅ Parallel tool orchestration ✅ Sequential tool routing ✅ Spring Boot DI, validation, and observability ✅ Compatible with OpenAI, Mistral, Gemini, and others You keep writing business logic. Spring AI wires up everything else. 🔌 Bonus: Tool Calling via MCP — No Extra Code Need your tools to work beyond just chat — like inside other agents or frontend c

Topics: ai mcp spring tool tools

Bernie Sanders Reveals the AI ‘Doomsday Scenario’ That Worries Top Experts

Artificial intelligence promises a future of unprecedented productivity and wealth, but for Senator Bernie Sanders, the crucial question isn’t if the technology will change the world, but who will benefit from that change. As a lifelong champion for workers’ rights, Sanders sees the rapid advancement of AI not just as a technological revolution, but as the next major battleground in the fight against corporate greed and inequality. In a conversation with Gizmodo, the Vermont senator, who reveal

Why the Weather Is Literally Giving You a Headache

If you are one of the 39 million Americans in the U.S. living with migraines, there’s a good chance an intense headache will begin when the weather shifts. You aren’t alone. Studies find 30% to 50% of people with migraines identify some type of weather change as a trigger, making it the most commonly reported migraine source. Yet, it’s also one of the most puzzling. Some people are more sensitive to weather As a neurologist and headache specialist practicing in Colorado, a place with frequent

Foods That Naturally Relieve Headaches, Backed by Health Pros

What you eat could be the key to easing your headache or migraine symptoms. Though adjusting your diet is far from a miracle cure, when paired with other healthy habits, like maintaining your hydration, getting enough exercise, getting enough sleep and managing stress, it's a low-effort way to relieve your pain. "The most important thing I tell patients is that migraines are highly individualized," says Dr. Nicholas Church, a board-certified member of the American Board of Family Medicine and t

For Algorithms, Memory Is a Far More Powerful Resource Than Time

That classic result was a way to transform any algorithm with a given time budget into a new algorithm with a slightly smaller space budget. Williams saw that a simulation based on squishy pebbles would make the new algorithm’s space usage much smaller—roughly equal to the square root of the original algorithm’s time budget. That new space-efficient algorithm would also be much slower, so the simulation was not likely to have practical applications. But from a theoretical point of view, it was n

Why GM’s CEO is still betting on electric vehicles (and racing)

GM was the first major US automaker to make the promise to go all-electric by 2035, just four years ago. Those promises have since turned into rough estimates under the second Donald Trump presidency, with the company softening language about its electrification goals. But GM is riding high on EV sales, and as CEO Mary Barra puts it, EVs are still the future — just on a delayed (and very flexible) timeline. “We still believe in an all-electric future,” Barra told The Verge in an exclusive inter

Topics: barra cadillac ev gm said

Elon Musk’s SpaceX might invest $2 billion in Musk’s xAI

In Brief One Elon Musk business might be making a big investment in another. According to a Wall Street Journal report that cites investors close to SpaceX, the company has agreed to invest $2 billion in Musk’s AI startup xAI. The investment would reportedly be part of the $5 billion equity raise (along with another $5 billion in debt) that Morgan Stanley announced at the end of June. This would be SpaceX’s first investment in xAI, and one of its biggest investments in another company. The WS

New Video-Generating AI Trained 100 Percent on Public Domain Films

Few tech products have been as broadly contentious as video-generating artificial intelligence. These complex algorithms, which cleave millions of datapoints together into seconds-long gobs of video, are notoriously trained on proprietary material, leading to widespread ethical and legal concerns. (That's before we even mention how much energy it takes to synthesize an AI video.) Tech billionaires tend to argue that this is simply the way things need to be — if you want AI, we need to feed it

Most AI projects are abandoned - 5 ways to ensure your data efforts succeed

Wong Yu Liang/Getty Almost two-thirds (63%) of organizations are unsure they have the right data management practices for AI, according to research firm Gartner. This lack of readiness has an impact: the analyst predicts 60% of organizations will abandon AI projects through 2026. Also: 5 ways to be a great AI agent manager, according to business leaders Richard Masters, VP of data and AI at Virgin Atlantic, is one business leader who is determined to see his organization's pioneering initia

Programming Affordances That Invite Mistakes

Many of my philosophies in work life, my volunteer life, and my personal life stem from experiences. As a developer, many of those come from being burnt by rough edges or mistakes. Just as health & safety principles come from accidents, my development practices come from bugs, errors, and mistakes. With that in mind, here’s a war-story from my days running an R&D startup when we lost all the data we thought we gathered from a psychology study. I founded an R&D startup that worked closely with

The upcoming GPT-3 moment for RL

The upcoming GPT-3 moment for RL Matthew Barnett, Tamay Besiroglu, Ege Erdil Jun 20, 2025 GPT-3 showed that simply scaling up language models unlocks powerful, task-agnostic, few-shot performance, often outperforming carefully fine-tuned models. Before GPT-3, achieving state-of-the-art performance meant first pre-training models on large generic text corpora, then fine-tuning them on specific tasks. Today’s reinforcement learning is stuck in a similar pre-GPT-3 paradigm. We first pre-train l

Second Variety, by Philip K. Dick (1953)

The Project Gutenberg EBook of Second Variety, by Philip Kindred Dick This eBook is for the use of anyone anywhere at no cost and with almost no restrictions whatsoever. You may copy it, give it away or re-use it under the terms of the Project Gutenberg License included with this eBook or online at www.gutenberg.org Title: Second Variety Author: Philip Kindred Dick Illustrator: Alex Ebel Release Date: April 17, 2010 [EBook #32032] [Last updated: May 4, 2011] Language: English Character set encod

Parse, Don't Validate (For C)

Parse, Don’t Validate AKA Some C Safety Tips “A good programmer is someone who looks both ways before crossing a one-way street.” – Doug Linder Posted by Lelanthran 2025-03-27 If you’ve read the original post on “Parse, Don’t Validate” you may have noticed that it focuses primarily on conceptual correctness. Here, I’ll build on that by showing how this technique can be used outside of niche academic languages by demonstrating it in a language that is as practical as it is dangerous - C. In

McDonald's Idiotic AI Hiring System Just Leaked Personal Data About Millions of Job Applicants

As large language models (LLMs) become ever more integrated into the platforms that define daily life, major flaws in the software's security capabilities are starting to show. McDonald's is among the growing list of companies that have quickly shoehorned LLM chatbots into their hiring systems, consequences be damned. Its Paradox.ai-built chatbot, which McDonald's calls a "virtual recruiting assistant," goes by the name Olivia. Olivia is more than happy to help applicants find jobs near them t