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VCX: The Selloff Did Not Fix A 54% NAV Premium

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AI security expert warns AI swarms can outpace human-speed defenses

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AI security expert warns AI swarms can outpace human-speed defenses

Artificial intelligence is changing cyberattacks from the work of individual hackers into coordinated operations potentially involving hundreds of autonomous agents, creating a speed problem that traditional human-led cybersecurity systems may struggle to match, according to AI cybersecurity expert Yagub Rahimov.

Rahimov, founder and CEO of Polygraf AI, told FOX Business that the emergence of so-called “AI swarms” doesn’t necessarily mean a cyber doomsday is imminent, but said organizations need defenses capable of responding as quickly as AI can operate.

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“You cannot secure machine-speed activity with human-speed monitoring,” Rahimov said. “Machine-speed risk requires machine-speed security, and that’s where we need [to] focus.”

But what exactly is an AI swarm? Rahimov described the progression as beginning with a bot and ending with a swarm.

BANKS WARN AI SHOPPING AGENTS COULD INCREASE RISK OF SCAMS, FRAUD AND DATA PRIVACY BREACHES

A robot hand through a screen representing AI.

A computer screen displays an image of artificial intelligence. (iStock / iStock)

A traditional bot performs a narrow task, Rahimov said. A chatbot responds to prompts, while an AI agent can independently carry out a task. A swarm, he said, involves multiple AI agents communicating, dividing up work and coordinating toward the same objective.

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“Swarms are coordination of that digital worker… I would call it, in simple wording, a digital workforce,” he said. “They coordinate, they talk to each other and they act as a group to deliver a mission that they’re on.”

In recent months, major AI companies have disclosed incidents involving AI agents that circumvented controls or reached beyond their intended testing environments.

OpenAI previously disclosed an incident in which models undergoing an internal cybersecurity evaluation circumvented controls designed to isolate them from the internet and accessed systems belonging to Hugging Face.

AUSTRALIAN PRIME MINISTER SAYS OPENAI AGENT ACCESSED GOVERNMENT HEALTH WEBSITE, RAISES ‘EXTREME CONCERN’

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Polygraf AI founder and CEO Yagub Rahimov

Polygraf AI founder and CEO Yagub Rahimov told FOX Business that emerging “AI swarms” could allow groups of autonomous agents to coordinate and carry out tasks at machine speed. (FOX Business / Fox News)

More recently, Google’s Gemini accessed protected systems belonging to three real companies during a cybersecurity test after internet access was unintentionally made available.

The incidents gained widespread attention and fueled concerns about increasingly advanced AI systems.

Rahimov, however, said there was no reason to panic and pushed back on what he viewed as alarmist reactions to the incidents.

“Most of these news things are not as dangerous as what the news is trying to demonstrate,” he said.

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“Yes, it can be, you know, in wrong hands, it can be bad,” he continued. “But for that reason, we have the guardrails. We have the security measures and so on.”

Rahimov argued that as potential AI threats become more advanced, security tools are also improving.

GOOGLE GEMINI ACCESSED PROTECTED SYSTEMS OF 3 REAL COMPANIES DURING ARTIFICIAL INTELLIGENCE CYBERSECURITY TEST

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Artificial intelligence is increasing the speed at which potential cyber threats can identify vulnerabilities, analyze them and determine how to respond, according to Rahimov. (LEBERUS / iStock)

What’s changing with AI, Rahimov said, is that the technology can increasingly find a vulnerability, understand what it means and decide how to act on it without waiting for a human analyst.

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“The speed is changing, the ability to comprehend is changing,” he said.

“Instead of finding that failure and bringing it to [a] human and the human analyzing and taking an action… we are seeing [the] machine making sense of it too and, at a much faster scale, making a decision on what to do.”

One of the strongest defenses for organizations, Rahimov said, is controlling what information an AI agent can access and, perhaps most importantly, what actions it has authority to execute.

He added that autonomy should only be expanded after systems demonstrate they can be trusted.

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Despite the risks, Rahimov expressed optimism about the future of AI security.

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Cyber security IT engineer working on protecting network against cyberattack from hackers on internet.

AI cybersecurity expert Yagub Rahimov described an AI swarm as multiple autonomous agents that communicate, divide up tasks and work together toward a common objective. (iStock / iStock)

“The future of AI security is controlling… what AI can see, what AI can share, what AI can do,” he said.

“Companies and people shouldn’t have to choose between adopting AI and controlling their security or data.”

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Cummins: The Backup Power Story Is The Main Story

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Cummins: The Backup Power Story Is The Main Story

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Dollar hits two-month high as Asian currencies weaken, yen nears 160

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Advanced flower capital director buys $92,635 in common stock

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Prime Minister Anutin Congratulates Nene Royal on ‘AGT’ Triumph

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Prime Minister Anutin Congratulates Nene Royal on 'AGT' Triumph

A day after her historic victory on America’s Got Talent, Nene Royal continues to receive widespread praise, notably from Prime Minister Anutin.


PM Anutin Congratulates Nene Royal on AGT Victory

Prime Minister Anutin Charnvirakul extended his heartfelt congratulations to Nene Royal following her remarkable victory on “America’s Got Talent.” Nene, a prodigious talent from Thailand, captivated audiences worldwide with her stunning performances and unique artistry, showcasing the rich cultural tapestry of her homeland. Her success on such a prestigious international platform is a testament to her dedication and hard work, putting Thailand on the global map of entertainment.

In his congratulatory message, PM Anutin praised Nene for her perseverance and the pride she has brought to the nation. He acknowledged how her journey has inspired countless young Thai artists to pursue their dreams fearlessly. He expressed confidence that her achievement would open doors for more Thai talents in international arenas, fostering greater cultural exchanges.

Nene’s victory has sparked nationwide celebrations, with fans and well-wishers flooding social media with messages of support and admiration. Her triumph not only highlights individual excellence but also reinforces the growing influence of Thai culture in global entertainment. As Nene basks in her newfound fame, many hope that her journey will pave the way for future generations to shine on international stages.

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Citizens reiterates W. P. Carey stock rating on investment update

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STIP: Simple TIPS ETF, For Risk-Averse Investors Concerned About Inflation (NYSEARCA:STIP)

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Costs going up

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Juan de la Hoz has worked as a fixed income trader, financial analyst, operations analyst, and as an economics professor. He has experience analyzing, trading, and negotiating fixed-income securities, including bonds, money markets, and interbank trade financing, across markets and currencies. He focuses on dividend, bond, and income funds, with a strong focus on ETFs. Juan is a contributor to the investing group CEF/ETF Income Laboratory which is led by Stanford Chemist. Features of the service include: managed income portfolios (targeting safe and reliable ~8% yields) making use of high-yield opportunities in the CEF and ETF fund space. These are geared toward both active and passive investors of all experience levels. The vast majority of CEF/ETF Income Laboratory holdings are also monthly-payers, for faster compounding and steady income streams. Other features include 24/7 chat, and trade alerts. Learn More.

Analyst’s Disclosure: I/we have no stock, option or similar derivative position in any of the companies mentioned, and no plans to initiate any such positions within the next 72 hours. I wrote this article myself, and it expresses my own opinions. I am not receiving compensation for it (other than from Seeking Alpha). I have no business relationship with any company whose stock is mentioned in this article.

Seeking Alpha’s Disclosure: Past performance is no guarantee of future results. No recommendation or advice is being given as to whether any investment is suitable for a particular investor. Any views or opinions expressed above may not reflect those of Seeking Alpha as a whole. Seeking Alpha is not a licensed securities dealer, broker or US investment adviser or investment bank. Our analysts are third party authors that include both professional investors and individual investors who may not be licensed or certified by any institute or regulatory body.

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Citizens cuts Acadia Pharmaceuticals stock price target on trial miss

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Jefferies is bullish on Adani Ports and 5 other logistics sector stocks. How many do you have?

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The Economic Times

Jefferies has shared an optimistic forecast for six logistics stocks, highlighting anticipated price hikes. Among them, Adani Ports is projected to rise by 20% from its present valuation. TCI Express is notably positioned for a remarkable 59% upside, while both JSW Infrastructure and Delhivery exhibit attractive investment prospects with moderate increases expected. This report reflects a broader growth trend in Indian port volumes, significantly influenced by government-operated Major Ports.

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Invesco Health Care Fund Q2 2026 Commentary (Mutual Fund:GGHCX)

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Calamos Market Neutral Income Fund Q1 2026 Commentary (Mutual Fund:CMNIX)

Invesco is an independent investment management firm dedicated to delivering an investment experience that helps people get more out of life.Be the first to know! Sign up for Invesco US Blog and get expert investment views as they post.Disclosure for all Invesco US articles: Before investing, carefully read the prospectus and/or summary prospectus and carefully consider the investment objectives, risks, charges and expenses. The information provided is for educational purposes only and does not constitute a recommendation of the suitability of any investment strategy for a particular investor. Invesco does not provide tax advice. The tax information contained herein is general and is not exhaustive by nature. Federal and state tax laws are complex and constantly changing. Investors should always consult their own legal or tax professional for information concerning their individual situation. The opinions expressed are those of the authors, are based on current market conditions and are subject to change without notice. These opinions may differ from those of other Invesco investment professionals. NOT FDIC INSURED MAY LOSE VALUE NO BANK GUARANTEE All data provided by Invesco unless otherwise noted. Invesco Distributors, Inc. is the US distributor for Invesco Ltd.’s retail products and collective trust funds. Invesco Advisers, Inc. and other affiliated investment advisers mentioned provide investment advisory services and do not sell securities. Invesco Unit Investment Trusts are distributed by the sponsor, Invesco Capital Markets, Inc., and broker-dealers including Invesco Distributors, Inc. PowerShares® is a registered trademark of Invesco PowerShares Capital Management LLC (Invesco PowerShares). Each entity is an indirect, wholly owned subsidiary of Invesco Ltd. ©2015 Invesco Ltd. All rights reserved.

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