Latest
Anthropic’s Mythos AI found over 2,000 unknown software vulnerabilities in just seven weeks of testing
There is a new AI model called Mythos. Anthropic built it for defensive cybersecurity research. It is so effective at finding software vulnerabilities that Anthropic decided the general public cannot have it. Instead, they are letting a small circle of trusted partners like Microsoft and Google experiment with it first, under controlled conditions, while researchers figure out what guardrails need to exist.
That decision alone should tell you something. When the company that built a tool decides the world is not ready for it, you pay attention. And when you understand what Mythos actually did during testing, that caution starts to make complete sense.
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WINDOWS PCS AT RISK AS NEW TOOL DISARMS BUILT-IN SECURITY
Seven weeks. One AI model. One team. More than 2,000 previously unknown software vulnerabilities were found. If you need a moment with that, take it. John Ackerly, CEO and Co-Founder of Virtru, a data security company, put that figure into perspective in a way that is hard to shake.
“Mythos is absolutely a turning point for cybersecurity. Think about it. Mythos didn’t pick a lock; it found thousands of locks that were never locked in the first place (that no one even knew existed) in software that the best human security researchers had studied for decades.
The math is staggering. One AI model, and one team, in seven weeks, found more than 2,000 zero-day vulnerabilities. That is 30% of the world’s entire annual output prior to AI. When thousands of researchers get access to AI models like Mythos, a single year will surface exponentially more zero-days than the 360,000 recorded in all of software history.
Mythos and other AI models like it can now find and exploit software flaws at a speed and scale that is beyond containment. This means that the old approach of building stronger walls around systems and hoping they hold is becoming much less reliable. It also means that the manual ‘find a vulnerability, patch the vulnerability’ process is not going to keep pace with a threat landscape bolstered by the speed and scale of AI.
The threat surface is now expanding faster than any wall can contain it. The only answer to this new dynamic is to protect the data itself, rather than prop up perimeter protection around it.”
Thirty percent of the world’s annual output in seven weeks changes the game entirely.
Cybersecurity teams have used AI tools for years. So what makes this different?
Ackerly explains it this way: “What makes this different is the level of autonomy and speed it enables. Mythos is being described as a system that can discover vulnerabilities and even generate working exploits much faster than traditional human-led workflows. This model could make it easy for a bad actor to identify and exploit vulnerabilities in software, even if that bad actor isn’t knowledgeable or trained.”
That last part matters most. Before a tool like this, exploiting a serious software vulnerability required real technical skill. Mythos AI lowers that barrier significantly. A person with bad intentions and no technical background could potentially use a model like this to cause serious damage. The expertise gap that once offered some natural protection is closing.
FAKE PAYPAL EMAIL LET HACKERS ACCESS COMPUTER AND BANK ACCOUNT
Most cybersecurity spending, the overwhelming majority of it, goes toward what experts call perimeter defense. Think firewalls, network monitoring, endpoint security and intrusion detection. The entire strategy is built on one core idea: keep the bad actors out, and the data inside stays safe.
Ackerly describes how that model is now breaking down.
“The perimeter is the digital wall around your systems and the information you possess. For decades, cyber strategies have primarily focused on the idea that if you protected the perimeter well enough – if you built a strong enough wall – the sensitive data on the inside would stay safe. The industry has poured hundreds of billions of dollars into firewalls, endpoint detection, network security, application security, and other perimeter defenses.
Traditional security architecture by itself cannot keep pace in this new world.
The Mythos development from Anthropic is making a hard truth very apparent: time is running out for companies to prepare for this new reality. Shifting focus from ‘protecting the perimeter’ to ‘protecting the data’ is critically important to mitigate data loss or compromise.”
Hundreds of billions of dollars. And now the model those dollars were built on is becoming unreliable. It forces a full rethink.
This is the question everyone wants a straight answer to. Ackerly offers one that is more nuanced than a simple yes or no.
“I wouldn’t frame it as attackers automatically having an advantage. But over time, it does mean that ‘bad guys’ and ‘good guys’ will have access to essentially the same tools. As a result, I do think defenders absolutely need a different strategy. If you assume the outer wall may fail, then the smarter move is to protect the data itself so it stays controlled even after a breach.”
The playing field is leveling. And that may sound fair until you remember attackers only need to succeed once, while defenders have to succeed every time.
Speed is what makes Mythos AI genuinely alarming. Traditional cyberattacks move through a lifecycle. Reconnaissance takes time. Finding the right vulnerability takes more time. Building an exploit takes more time on top of that.
Ackerly explains what happens when AI compresses all of that.
“AI is accelerating the threat. A model that can find and exploit vulnerabilities autonomously compresses the attack lifecycle from weeks to hours, or even minutes. Every layer of the traditional security stack now has to operate at machine speed. Manual security architectures cannot keep up.
But AI also makes data-centric security more powerful, not less so. When every piece of sensitive data is protected at the object-level, AI agents can enforce governance at scale by checking entitlements, applying attribute-based access controls, and auditing data flows in real time. The same capabilities that make Mythos a dangerous tool in the hands of ‘bad guys’ make it a valuable tool in the hands of ‘good guys’.
The question organizations should be asking shifts from “how do I build higher walls?” to “when the walls fail, is my data still protected?” That is the question worth sitting with.
Most of the Mythos coverage has focused on corporate risk. But your bank account and medical records sit in those same vulnerable systems.
“For everyday people, the first change is that breaches and scams could become more frequent, more targeted, and harder to spot. If AI makes it easier to uncover weak points in the systems we all rely on, that can translate into more pressure on the services that hold our personal data, from email and cloud storage to health, banking, and retail platforms.
Consumers shouldn’t assume a company is doing the right thing with their data. Now, they really can’t assume a company’s outer defenses are enough to protect their information.
This also highlights the importance of basic cyber hygiene like unique passwords and MFA, so that when breaches happen, the scope of impact on your own personal data is contained.”
Your bank account, your medical records, your tax documents, your private messages. All of it already lives across dozens of platforms you trust to protect it. If those platforms’ outer defenses are no longer reliable, what exactly is standing between your data and someone who wants it?
Ackerly goes further on where the exposure actually lives. “Data now travels across clouds, devices, partners, and borders. The risk isn’t just one hacked server in one building anymore. It’s all the places your data passes through or gets copied to along the way.
Anthropic made a choice that is rare in the AI industry. They built something powerful and then decided not to release it widely.
On that decision, Ackerly is direct. “Anthropic’s decision to withhold Mythos from general release is unprecedented and, frankly, responsible. Time will tell what these partners are able to do with regard to safety, but releasing it to the general public would certainly have been ill-advised and dangerous.”
Unprecedented. That word deserves weight here. In an industry that races to release new tech, Anthropic stopped. That speaks volumes.
We reached out to Anthropic for a comment, but did not hear back before our deadline.
THIRD-PARTY BREACH EXPOSES CHATGPT ACCOUNT DETAILS
The perimeter model is deteriorating, but that does not mean you are helpless. Individual behavior still matters, and it matters more now than it did before.
Ackerly’s recommendation is this: “Stop assuming the app, platform, or company perimeter can always protect your information, or that they will do the right thing with your data. People should be much more deliberate about what data they share, where they store it, and who can access it. Protection needs to travel with the data, not just sit at the edge of a network. For you, that means choosing services that give you stronger control over your information and being more cautious about oversharing sensitive data in the first place. The data owner should always have governance over said data.” So where do you start?
A password manager makes this realistic. If one platform gets breached, unique passwords keep the damage isolated to that one account.
Multi-factor authentication (MFA) adds a layer that survives even when a password is compromised. It is one of the highest-impact steps an individual can take.
Outdated software is one of the most common entry points attackers use. Strong antivirus software catches threats your instincts might miss, and keeping apps and operating systems current closes the gaps that models like Mythos are built to find. Get my picks for the best 2026 antivirus protection winners for your Windows, Mac, Android & iOS devices at Cyberguy.com
Every app that holds your data is a potential exposure point. The less you overshare, the smaller your footprint becomes.
Data brokers collect and sell your personal information, often without you ever knowing. Data removal services find where your data is listed and request its removal. You cannot control every place your information travels, but you can shrink the trail it leaves behind. Check out my top picks for data removal services and get a free scan to find out if your personal information is already out on the web by visiting Cyberguy.com
Not all platforms treat your data the same way. Look for services that let you see, manage and limit how your information is used and where it goes.
Catching a breach early limits the damage significantly. Set up account alerts wherever your bank or financial platform allows it. A credit freeze costs nothing and stops new accounts from being opened in your name without your knowledge.
Ackerly warned that scams will get more targeted and harder to spot as AI lowers the barrier for bad actors. Scrutinize every link before you click it and treat unexpected emails or texts asking for login information as suspicious by default. If something feels off, it probably is.
The goal is to limit how much damage they can do. When you operate with that assumption, your decisions about data hygiene get sharper, and your exposure gets smaller.
Take my quiz: How safe is your online security?
Think your devices and data are truly protected? Take this quick quiz to see where your digital habits stand. From passwords to Wi-Fi settings, you’ll get a personalized breakdown of what you’re doing right and what needs improvement. Take my Quiz here: Cyberguy.com
Mythos did not create the vulnerability problem. It made the scale of it visible in a way that is no longer ignorable. The foundation of modern cybersecurity, the idea that strong enough walls will keep data safe, is being tested in real time by a technology that moves faster than any human team can. That is a consumer story as much as it is a corporate one. Your data lives in systems built on that old model. And the moment to think differently about how it is protected is now, not after the next major breach makes the headlines. Anthropic made a responsible call by limiting access to Mythos. But the model exists. The capability is real. Other versions of it are being developed. The question for every organization and every individual becomes the same one Ackerly keeps returning to.
When the walls fail, and experts are telling us they will, what is actually protecting your data on the other side? Let us know your thoughts by writing to us at Cyberguy.com
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Culture
Cracker Barrel Fans Outraged Again After NEW Major Change
Cracker Barrel built its reputation on comfort food, Southern tradition, and a menu customers could count on for decades.
That’s exactly why loyal diners are still fuming as the restaurant chain continues removing many of the classic dishes that helped make it a household name.
For years, customers have pleaded with the Tennessee-based chain to restore fan favorites that quietly disappeared from the menu, including black-eyed peas, fried haddock, red-eye gravy, fried chicken livers, and perhaps the most mourned item of all—the Sunrise Sampler.
For many longtime patrons, the Sunrise Sampler wasn’t just another breakfast. It was the breakfast.
The hearty platter came loaded with eggs, grits, fried apples, hash brown casserole, sausage, bacon, country ham, and biscuits with gravy—giving diners a taste of nearly everything Cracker Barrel had to offer without having to piece together a meal item by item.
“I noticed a while back that Cracker Barrel removed the GOAT of all breakfasts, the Sunrise Sampler, from the menu,” Josh Cooper, owner of Cooper’s Next Level BBQ in Tallahassee, Florida, told Fox News Digital. “You used to get a little bit of everything without breaking the bank.”
The meal hasn’t completely disappeared—but recreating it now comes with a catch.
Customers must order every component separately, turning what was once an affordable breakfast favorite into a considerably more expensive order.
“Now, in order to get that same teaser touch from the Sunrise Sampler, you have to order it all à la carte, which costs around $25 for the same great meal,” he said. “Blasphemy!”
Fox News Digital reached out to Cracker Barrel for comment.
The growing frustration over disappearing menu items comes after the company already faced a wave of backlash for attempting to modernize its image.
Last year, Cracker Barrel sparked outrage among longtime customers after unveiling a redesigned logo and updated restaurant interiors that many believed stripped away the rustic charm that had long defined the brand.
The changes were part of a sweeping $700 million overhaul across more than 660 locations, including menu revisions and a cleaner, less cluttered dining room design.
The company ultimately reversed course following widespread criticism, but many loyal customers say the damage had already been done.
The leadership shakeup continued last week when Cracker Barrel announced that CEO Julie Masino will step down on Aug. 10.
Former Bloomin’ Brands CEO David Deno is slated to take over.
For many customers, however, the issue extends far beyond a logo or a fresh coat of paint.
They believe corporate leadership has steadily chipped away at the very traditions that made Cracker Barrel stand apart from countless other restaurant chains.
Cooper said companies often underestimate the emotional attachment customers have to longtime menu favorites.
People are “asking for comfort and nostalgia.”
“The reality is that nostalgia matters. And when you remove popular items without controlling the narrative or managing customers’ expectations, you are bound to have upset patrons,” he said.
“Whether it’s due to rising food costs, kitchen timing or any other reason, it’s important to communicate with the people who put you on the map in the first place. Communication matters.”
Rachel Love, a self-described Cracker Barrel enthusiast from Tennessee, said one discontinued favorite remains at the top of her wish list.
“I absolutely loved the black-eyed peas, and I’m so glad they’re getting some attention,” Love told Fox News Digital. “They were one of my favorite sides and always felt like such a classic part of the Cracker Barrel experience.”
Love also hopes the restaurant revives its baked apple dumpling, describing it as “the perfect comfort dessert” for a brand built on old-fashioned hospitality.
To her, the debate is about much more than a handful of discontinued recipes.
“People aren’t just asking for old menu items — they’re asking for the comfort and nostalgia that came with them,” she said.
“Sometimes bringing back one classic dish means more to loyal customers than introducing several new ones.”
That may be the lesson Cracker Barrel continues to learn the hard way.
Customers aren’t asking the chain to reinvent itself.
They’re asking it to remember what made it successful.
They want the front porch.
They want the country store.
They want the breakfasts, the classic sides, and the timeless comfort food that turned Cracker Barrel into an American institution.
For many loyal diners, nostalgia isn’t a weakness.
It’s the brand.
Latest
Mamdani Kicked Out — He’s Livid After Latest Announcement
Backlash against New York City Mayor Zohran Mamdani continues to mount, with the Democratic Socialist facing another public rebuke after reportedly being denied the opportunity to speak at the funeral of a U.S. Army soldier killed during an Iranian missile attack.
According to multiple reports, Mamdani attended Friday’s funeral for Army Sgt. Angel Sarah Rampersad in Queens but remained silent throughout the service after the soldier’s family reportedly chose not to have him address mourners.
Rampersad was one of three American service members killed in Jordan during an Iranian attack on July 17.
The funeral was held at a church in Ozone Park, where elected officials, community leaders, family members and fellow mourners gathered to honor the 28-year-old soldier’s sacrifice.
According to the New York Post, Mamdani appeared to review prepared remarks on an iPad while other dignitaries spoke, but his name was never called.
A source familiar with the funeral told The Post the decision came directly from Rampersad’s family, which reportedly wanted to keep politics out of the ceremony.
The family chose not to have Mayor Zohran Mamdani speak in an effort to avoid what the source described as “political distractions.”
After the funeral concluded, the mayor’s office released the remarks Mamdani had planned to deliver.
“It is often said that our fallen ‘gave their tomorrows for our today,’” Mamdani planned to say.
“Sergeant Rampersad had tomorrows waiting for her: birthdays, ordinary mornings, evenings spent with her loved ones,” his remarks continued.
“But she gave every one of them up so that we could have ours — so that we could stand here today, safe and protected,” he was to say.
New York Gov. Kathy Hochul, however, did address those gathered and offered an emotional tribute to the fallen soldier.
“I feel after reading and admiring this woman from a distance, I feel like she could be one of my daughters,” Hochul said.
Other speakers included Ozone Park Residents Block Association President Sam Esposito, state Sen. Joseph Addabbo Jr., and Queens Borough President Donovan Richards.
According to the Department of War, Sgt. Angel Sarah Rampersad, 28, of Ozone Park, New York, was killed in action during an enemy attack at Muwaffaq Salti Air Base in Jordan.
U.S. Central Command said Rampersad and two fellow service members were killed while American and coalition forces defended against Iranian ballistic missile and drone attacks.
The other fallen Americans were identified as 1st Lt. Tyler James Feehan, 25, of Ewa Beach, Hawaii, and Pvt. Isabella Gonzales, 19, of Carrollton, Texas.
All three were deployed to Jordan in support of Operation Inherent Resolve, the international mission to combat ISIS in Iraq and Syria.
Rampersad served with the 1st Battalion, 57th Air Defense Artillery Regiment, 52d Air Defense Artillery Brigade, 10th Army Air and Missile Defense Command in Ansbach, Germany.
She worked as a 25U Signal Operations Support Specialist, according to the Department of War.
One person who attended the funeral told the newspaper the mayor appeared visibly upset after realizing he would not be invited to speak.
“He looked over at his staff, frustrated and seemed angry that he didn’t speak,” the source told the Post.
The attendee said Mamdani eventually understood that his name would not be called, glanced toward members of his staff, and put away the tablet that reportedly contained his prepared remarks.
Another source cited by the newspaper said the decision reflected the wishes of Rampersad’s family, describing them as politically conservative and supportive of President Donald Trump.
“The family is more conservative and wanted to limit any political distractions,” the source told the Post.
Neither Mamdani’s office nor members of the Rampersad family have publicly confirmed the account explaining why the mayor was not invited to speak.
Although he never addressed the congregation during the service, the mayor’s office later publicly released the remarks he had prepared, bringing attention to a moment that underscored the growing political controversy surrounding New York City’s new mayor.
Latest
GOP Just Passed It 232-288 — Pelosi And AOC Lose It On House Floor
The House of Representatives delivered a major victory this week for Americans with disabilities who want the opportunity to work instead of being trapped by a broken federal bureaucracy.
In a bipartisan vote, lawmakers approved legislation aimed at dismantling long-standing barriers within the Social Security Disability Insurance program that critics say have discouraged work and punished self-sufficiency for decades.
H.R. 8884, the **Removing Barriers to Work for Disabled Americans Act**, sponsored by Rep. Austin Scott, R-Ga., passed the House by a vote of 232-188 and now heads to the Senate, where it has been referred to the Committee on Finance.
The legislation restores an important tool that the Social Security Administration lost when its demonstration authority expired in 2022.
Under the bill, the SSA would once again be authorized to test practical reforms under the Social Security Disability Insurance program through Dec. 31, 2030, with demonstration projects continuing through the end of 2031.
Rather than permanently rewriting federal law, the agency would be able to pilot innovative approaches designed to help beneficiaries who are able and willing return to the workforce.
The legislation includes significant safeguards. Participation would be entirely voluntary, and no participant could receive less total income as a result of joining one of the demonstration projects.
Supporters say those protections make the bill a common-sense effort to modernize a system that has too often discouraged Americans from pursuing employment.
House Ways and Means Committee Chairman Jason Smith, R-Mo., argued the current system is failing many of the very people it was designed to help.
“With over 60 percent of Social Security Disability Insurance recipients expressing an interest in returning to the workforce but less than one percent leaving the program because of a successful return to work each year, the Social Security Administration’s complex rules and regulations are clearly failing to deliver for too many Americans,” Smith said.
“Giving the SSA the authority to test innovative ways to better help disabled Americans pursue gainful employment is pure common sense, and this legislation goes a step further to ensure participation in any new system is both voluntary and will not reduce a beneficiary’s total income,” Smith added.
Smith pointed to what he described as a massive disconnect between Americans who want to work and those who are actually able to do so under the current system.
For years, disability recipients have warned that attempting to return to work can trigger a maze of complicated regulations, overpayment disputes, benefit cliffs, and uncertainty that ultimately makes taking a job financially risky.
Rather than encouraging independence, critics say the current structure often rewards staying on the sidelines.
Supporters argue H.R. 8884 takes a fundamentally different approach.
Instead of expanding government programs or imposing sweeping permanent reforms without evidence, the legislation gives the Social Security Administration the flexibility to test targeted solutions, evaluate the results, and determine what actually helps Americans reenter the workforce before making lasting policy changes.
Backers say the measure reflects a core conservative principle: government assistance should serve as a bridge to opportunity—not a permanent barrier to self-reliance.
The bill recognizes that having a disability does not automatically mean someone is unable to work and that federal policy should encourage those who are capable of seeking employment rather than penalizing them for trying.
The legislation also broadens the agency’s authority to include additional populations, including blind Americans, expanding the reach of future demonstration projects.
The proposal advanced through the House with bipartisan support after clearing the Ways and Means Committee, where lawmakers from both parties acknowledged that the current disability system leaves too many Americans behind.
Still, Republicans led the charge, arguing that practical reforms backed by measurable results are preferable to expanding entitlement programs or making permanent changes without first proving they work.
The bill now moves to the Senate, where lawmakers will decide whether to send it to President Donald Trump’s desk.
Supporters are urging swift action, arguing that restoring the SSA’s demonstration authority represents a fiscally responsible, low-cost reform that could help thousands of Americans regain the dignity, purpose, and financial independence that comes with meaningful work.
If enacted, the Social Security Administration would once again have the authority to launch carefully monitored pilot programs designed to improve employment outcomes, while reporting requirements would provide transparency and accountability as Congress evaluates which reforms deserve permanent consideration.
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