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The Double-Edged Sword: How AI’s Hunger for Data Makes It Cybersecurity’s Weakest Link

by Ava Grace, Natural News
November 23, 2025
in Opinions
Reading Time: 4 mins read
Artificial Intelligence
  • The rush to adopt AI is creating major new pathways for data breaches, identity theft and corporate espionage, making the very tools meant to secure our future into its greatest vulnerability.
  • AI systems require vast amounts of data to function, but feeding them sensitive corporate or client information is likened to posting confidential files on a public noticeboard, with the company often losing control over that data.
  • A critical flaw of current AI is its inability to truly delete data. Once information is absorbed by a model, it becomes a permanent, unerasable part of its core structure, creating a lasting digital shadow.
  • Laws are failing to keep pace with AI, as companies exploit loopholes (e.g., arguing model training isn’t data storage) and shift operations offshore to avoid regulations, creating a dangerous accountability gap.
  • Organizations must take primary responsibility by implementing strict controls, such as deploying enterprise AI with training disabled and limited data retention, and training staff to treat every AI prompt as public information.

(Natural News)—In the global stampede to adopt artificial intelligence, a chilling reality is coming into focus: the very tools promised to secure our digital future are becoming its greatest vulnerability. As corporations race to integrate AI, cybersecurity experts warn that these systems are simultaneously creating unprecedented pathways for data breaches, identity theft and corporate espionage. This crisis, born from a headlong rush into a new technological era, threatens the privacy and security of every individual and organization.

The warning signs are stark. A 2025 Accenture report revealed a staggering 90 percent of companies lack the modernized infrastructure to defend against AI-driven threats. This year alone, the Identity Theft Resource Center has confirmed 1,732 data breaches, fueled by increasingly sophisticated AI-powered phishing attacks.

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The fundamental issue lies in the architecture of AI itself. These systems are vast, data-hungry engines. To function, they must absorb immense volumes of information, and this insatiable appetite creates a critical vulnerability. When an employee inputs sensitive business data—strategy documents or client information—that information is absorbed into a system over which the company may have little control. One expert likened the practice to pinning confidential files on a public noticeboard and hoping no one makes a copy.

The multifaceted nature of the threat

The methods of data exposure are varied and insidious. Beyond traditional hacker attacks, a phenomenon known as “privacy leakage” is rampant through publicly accessible Large Language Models (LLMs). This year, a security researcher discovered 143,000 user queries and conversations from popular LLM models publicly available on Archive.org. These included sensitive corporate and personal data that had been fed into the models, now exposed for anyone to see.

The risk extends far beyond text. With multimodal AI, the threat encompasses documents, spreadsheets, meeting transcripts and video content. Once this data is shared, it can be used to train future models, potentially resurfacing in responses to queries from other users, including competitors.

A particularly hazardous blind spot lies in “vector embeddings.” This is a technical process where data is transformed into numerical representations so AI can understand it. These mathematical encodings may seem anonymous, but the original personal data is often fully retrievable.

Compounding this issue is a disturbing characteristic of current AI models: the inability to truly delete information. Unlike a traditional database, where a record can be erased, data ingested by an AI model becomes permanently embedded into its fundamental body. Cybersecurity professionals report uncovering sensitive employee discussions from corporate AI helpers months after the original messages were deleted. The information lives on, woven into the very fabric of the AI, creating a permanent, unerasable digital shadow.

The accountability gap and legislative lag

The pressure to implement AI quickly is facilitating what insiders call security catastrophes. Executives demanding rapid AI integration often force corners to be cut, resulting in systems that have access to everything without adequate oversight.

Advisor Bullion Surge

Meanwhile, legislation is being hopelessly outpaced. AI companies are exploiting significant loopholes in privacy law, often arguing that model training does not constitute data storage and is therefore exempt from deletion requirements. Some companies shift training operations offshore to avoid regulatory compliance. Existing laws focus on data gathering but fail to address how AI permanently incorporates information into its algorithms, leaving a dangerous void in accountability.

The path forward requires a fundamental shift in approach. While individuals must adopt stronger cybersecurity practices, the primary burden falls on organizations. Companies must implement strict staff awareness programs, training employees to treat every prompt entered into a public AI as if it were being published on the front page of a newspaper.

Businesses should deploy enterprise AI tools with training disabled, data retention limited, and access tightly controlled. Ultimately, organizations that fail to maintain data trust must face consequences. As this technology evolves, it expands the risk surface of privacy management, demanding a proactive, not reactive, stance.

“AI cannot delete information because its foundational programming and training data are permanent,” said BrightU.AI‘s Enoch. “It operates by accessing and processing this fixed dataset, which it cannot alter or erase. Furthermore, AI lacks the independent judgment to determine what information should be deleted from its core knowledge.”

In the race between AI as a shield and AI as a sword, the security of our digital lives hangs in the balance. The tools meant to protect us must not become the instruments of our undoing.

Watch a report on an AI powered disinformation experiment.

Geopolitical turmoil has prompted price hikes for long-term storage survival food. Heaven’s Harvest is the exception because their all-American food is sourced locally. Use promo code “Patriot” for a nice discount today!

This video is from the Daily Videos channel on Brighteon.com.

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Two Storms, One Harvest

Empty Shelves

Every food crisis in living memory has been a one-shock event. The 2008 price spike was a commodity bubble. The 2020 shortages were a logistics failure. The 2022 grain scare was a war on one exporter’s ports. Each time, the system bent, adjusted, and recovered, and each time the experts assured us afterward that global markets are simply too big and too diversified to fail.

What nobody in Washington seems eager to discuss is that 2026 is shaping up to be something the modern food system has never actually faced. Two independent shocks, one climatic and one geopolitical, are converging on the same harvest cycle at the same time. Not sequentially. Simultaneously.

Start with the weather. The Pacific Ocean is currently building toward what forecasters now openly call a record event. NOAA’s Climate Prediction Center puts the odds of at least a strong El Niño near 88 percent, with roughly two in three odds it reaches “very strong” status, the tier reserved for perhaps three or four events in the entire satellite era. Every major global model now projects a median peak in Super El Niño territory, and most of them project it exceeding the 2015-16 event, which until now held the modern record. Sea surface anomalies were already brushing the super threshold in mid-July, months before these events normally peak. The atmosphere has already shifted into El Niño mode, and the event is forecast to crest in late fall and early winter.

This is not about “climate change.” It’s about the standard cycles of weather, and the cycle we’re currently in is one that has likely devastated societies in the past. We’re better prepared as a society today, but not all Americans are equally prepared.

Serious households have started doing the quiet math on their own. Grocery bills tell part of the story, and the forecast maps tell the rest, which is why long-term food storage has moved from fringe hobby to mainstream line item in the family budget, with established suppliers like Heaven’s Harvest seeing demand from people who five years ago would have rolled their eyes at the idea. That instinct is not paranoia. It is pattern recognition, and the pattern is worth walking through carefully.

Editor’s Note: Heaven’s Harvest IS a sponsor, but the warnings of this article are real and would be written even if we didn’t have a survival food sponsor. With that said, those who take advantage of what they offer can use promo code “Patriot” for 15% off.

The Fertilizer Clock Is Already Running

While the Pacific warms, the second shock has been unfolding in the Strait of Hormuz. The conflict with Iran turned the world’s most important energy chokepoint into a contested waterway, and the consequences reach far beyond the gas pump. Roughly a third of global fertilizer trade moves through Hormuz, and the disruption sent urea prices up 86 percent year over year by March, with a 53 percent jump in a single month.

The World Bank projects energy prices rising about 24 percent in 2026 and fertilizer about 31 percent. By its own accounting, fertilizer prices ran 35 percent higher in the first five months of this year than the same period last year.

Here is the mechanism the nightly news will not explain. Fertilizer is not a grocery item. It is a time-delayed input. The nitrogen a farmer in Iowa or Punjab could not afford to apply this spring does not show up as a problem this spring. It shows up as a thinner harvest six to twelve months later.

The World Bank’s own food security brief concedes that the effects of reduced applications earlier this season “are likely to become visible only later in harvest outcomes.” Translate that from institutional language into plain English and it means this. The damage is already done, it is already in the ground, and we are simply waiting for it to arrive on the shelf.

Now check the calendar. Six to twelve months from the spring planting season lands us squarely in late 2026 and early 2027. Which is precisely when the strongest El Niño in the instrumental record is forecast to peak, bringing its signature droughts to Southeast Asia, Australia, southern Africa, northern Brazil, and South Asia, the very regions that grow the world’s rice, sugar, and oilseeds.

The World Bank warns openly that a strong El Niño “could disrupt multiple crop belts simultaneously” on top of the conflict-driven input costs. Their baseline projection assumes the Middle East disruptions ease by autumn. What in the last two years of Middle East history suggests that assumption is safe?

The System Has No Slack Left

The comfortable answer is that global markets always adjust. But adjustment requires slack, and the slack is gone. Global cereal production is expected to decline from last year’s records even before El Niño does its work. The UN World Food Programme, hardly a den of right-wing preppers, is calling this the most significant disruption to its supply chains since Covid and the invasion of Ukraine, and its supply chain director put the stakes bluntly.

Today’s supply chain challenges are tomorrow’s hunger crisis.

There is also a political dimension that markets cannot price. When food gets scarce, governments do not behave like economists. They behave like politicians. Export bans, hoarding mandates, and panic buying at the national level turned the modest rice shortfall of 2008 into a global crisis, and analysts are already warning that import-dependent nations are the first dominoes.

The 2015-16 Super El Niño, a far weaker event than what is now forecast, threw tens of millions into food stress across Africa and Asia. This one is projected to be stronger, and it arrives with fertilizer already rationed by price and shipping lanes already contested by missiles.

What Joseph Knew

Scripture does not treat preparation for lean years as faithlessness. It treats it as wisdom delivered in advance to those willing to act on it.

Behold, there come seven years of great plenty throughout all the land of Egypt: And there shall arise after them seven years of famine; and all the plenty shall be forgotten in the land of Egypt.

Joseph did not respond to that warning with a hashtag or a committee. He stored grain during the years of abundance, and when the famine came, Egypt stood while its neighbors begged. The lesson is not that famine is certain. It is that the time to prepare is precisely when preparation still looks optional.

Nobody who filled a pantry in a year of plenty has ever regretted it, and nobody standing in an empty aisle has ever been glad he waited for certainty.

None of this calls for panic, and panic is the enemy of sound judgment anyway. It calls for the same unglamorous prudence our grandparents considered ordinary. Keep some cash margin, know your local growers, and put real food in deep storage while it is cheap and available, because the entire arc of this story is that cheap and available is a closing window.

Families looking for a straightforward place to start can visit Heaven’s Harvest and use promo code Patriot for 15 percent off long-term storable food. The forecasts may yet soften, the strait may yet reopen, and we should pray they do. But hope is a fine thing to hold and a foolish thing to eat.

Tags: AIArtificial IntelligenceLedeNatural NewsTop Story

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