AI Hallucinations Meet Cybersecurity Reality in the SOC

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AI doesn’t lie, it hallucinates. And attackers can exploit this weakness. Organizations need to understand what hallucination is, what it means for cybersecurity, and how to approach it within their Security Operations Center (SOC). This understanding becomes critical as more organizations deploy AI in their security operations. How AI Accuracy Training Creates False Confidence AI

AI and Cloud: From Simply Hosting to Strategic Architecture with Inference

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Cloud evolved from packaging and elasticity toward stateless, autoscaling, and managed building blocks that reduced operational effort. AI is now shaping the next phase of that evolution, turning cloud into an AI runtime platform where hardware, scheduling, data movement, and governance are designed around latency and token-based economics—not just workload size and power. Inference, running

From AI Promise to Performance: Top Six B2B AI Myths to Overcome in 2026

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Artificial intelligence (AI) dominated 2025—from boardroom strategies to campaign brainstorms—and it’s reshaping how every business operates. Across industries, we’ve seen remarkable innovation, but also some recurring assumptions about what AI can (and can’t) do. Like every new wave of technology, AI adoption brings learning curves and course corrections. Our new eBook, Top Six B2B AI

Survival of the Smartest: AI in the App Genome

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The global enterprise software market is expected to reach $280 billion this year, on its way to more than $760 billion by 2034. The real question isn’t how much you’re spending. It’s whether you’re investing in code that ages or code that learns.1 Artificial intelligence (AI) isn’t just about improving enterprise software—it’s about transforming the

AI in the Fast Lane, AI Governance Stuck in Traffic

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Artificial intelligence (AI) is accelerating down the enterprise highway. But according to new research, governance is idling in the slow lane, and the gap is already raising breach costs, fueling shadow AI adoption—when employees use generative AI tools outside official oversight—forcing regulators to wave the caution flag. Global average data breach costs fell in 2025

From Jack-of-All-Trades to Master of One: The Shift to Industry-Specific AI

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The artificial intelligence (AI) revolution began with general-purpose models—the Swiss Army knife of intelligence. Handy, flexible, and able to do a bit of everything, they’ve answered customer questions, written and debugged code, and even nailed a wedding toast or two. Impressive? Absolutely. But when precision and compliance are on the line, these jack-of-all-trades models aren’t

Reduce Cloud AI Sticker Shock with LLM Optimizations

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As businesses take to large language models (LLMs) to power productivity-saving AI chatbots and content generation, the biggest hurdle is overcoming costs. According to a recent industry survey, enterprise cloud costs rose 30% in 2024, and 72% of IT and financial leaders said cloud costs were becoming unmanageable, all primarily due to AI.1 Pennies per

As Borders Become Data Barriers, Sovereignty Rewrites the Rules of AI Innovation

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Data fuels our global digital economy. As AI and analytics applications proliferate, the value of critical data continues to rise, along with the urgency to protect it. Governments around the world are responding. Most nations now enforce data sovereignty laws that regulate how digital information is collected, processed, and stored within their borders. The result

The Economics of a Breach Are Changing, and AI Is the Key Variable

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We’ve reached a moment where AI is materially changing how breaches happen and how much they cost. IBM’s 2025 Cost of a Data Breach report shows the clearest signal yet: AI-driven security is lowering breach costs through faster containment, while ungoverned AI and shadow tools are quietly driving costs up. The balance between benefit and