Karishma Gupta

AI hallucination protection in enterprise AI systems

AI Hallucination: How to Build Trusted AI Systems in 2026

AI Hallucination Protection: Build Trusted Systems in 2026 In my 15 years of leading product and platform teams, I’ve watched countless “next big things” rise and fall. Cloud. Mobile. Big data. Crypto. AI is different, and AI hallucination is the reason. Not because it is smarter—but because it is already making decisions. In 2026, we’ve […]

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Illustration of AI swarm intelligence showing decentralized agents forming collective decision-making without a central controller

AI Swarms: The Silent 2026 Tech Shift You Can’t Ignore

By 2026, most enterprise resilience will no longer come from a single “central AI brain,” but from decentralized AI swarms working together.That shift isn’t theoretical. It’s already underway. In scenarios security teams now see regularly, coordinated cyberattacks begin probing thousands of enterprise networks during the early morning hours—when human response is slow and automation matters

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Content creator reacting to cinematic video generated using the Hailuo AI Video Generator on a desktop computer

Hailuo AI Video Generator Review: This Actually Surprised Me

The Hailuo AI Video Generator is not the first AI video tool I’ve tested this year—but it’s the first one that made me pause mid-render and rewatch the output twice. Most AI video generators promise cinematic quality and deliver uncanny motion, broken physics, or scenes that fall apart frame by frame. So when I started

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AI-powered drone fireworks and digital light displays during a New Year’s Eve celebration in a modern city

Beyond Fireworks: How AI Will Transform New Year’s Eve 2026

Beyond Fireworks: 5 Ways AI Is Quietly Transforming Your New Year’s Eve in 2026 Every New Year’s Eve carries a familiar rhythm. The countdown. The noise. The promise that next year will be different. Yet as we move toward 2026, that difference won’t come from bigger fireworks or louder parties. It’s arriving more quietly—through artificial

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A digital shield icon over a futuristic city representing EU AI Act Phase Two compliance and the August 2026 deadline for AI businesses.

EU AI Act Phase Two: 5 Simplified Rules for AI Businesses

EU AI Act Phase Two: What Startups Must Change Before 2026 If you’re building or using AI in Europe, EU AI Act Phase Two is where regulation becomes unavoidable. What once sounded like distant policy is now turning into enforceable rules—with deadlines, audits, and serious penalties attached. From AI-powered hiring tools to large language models,

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ai_and_jobs_simple_facts_about_job_losses

AI and Jobs Explained: Simple Facts About Job Losses

In 2025, one idea refuses to disappear: AI is taking jobs. Every week, headlines link artificial intelligence to layoffs, hiring freezes, or shrinking teams. It sounds convincing. It’s also incomplete. From what I’ve seen working with real teams and real workflows, the truth is far less dramatic—and far more useful.AI and jobs don’t naturally clash.

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Prompt literacy showing how clear AI prompts lead to structured, useful results instead of vague responses.

Prompt Literacy: The One AI Skill Non-Technical People Need

AI isn’t failing you—you’re just not asking it the right way. In 2025, the real difference between people who benefit from AI and those who don’t isn’t technical skill. It’s prompt literacy—the ability to communicate clearly and intentionally with AI tools. Prompt literacy turns AI from a frustrating chatbot into a reliable assistant. For non-technical

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