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HalluSquatting Shows Why AI Agents Still Can’t Be Trusted on Their Own

July 8, 2026 by Edward Silha

A cartoon AI coding assistant enthusiastically downloading code from a repository with a convincing but fake name while a hooded hacker quietly celebrates in the background.I’ve said from the beginning that the biggest risk with AI isn’t that it writes bad code. It’s that people are starting to trust it to make decisions it has no business making.

New research drives that point home.

Researchers have uncovered a new attack called HalluSquatting, and it exploits one of AI’s most well-known weaknesses: it would rather make something up than admit it doesn’t know the answer.

That behavior, which we’ve all come to know as hallucination, is no longer just an annoyance. It can now be turned into a weapon.

Here’s how it works. [Read more…]

Filed Under: AI, Blog, Cybersecurity Tagged With: AI hallucinations, AI security, artificial intelligence, botnets, Cline, Cursor AI, cybersecurity, developer tools, Gemini CLI, GitHub, GitHub Copilot, HalluSquatting, large language models, LLMs, malware, prompt injection, ransomware, reverse shell, secure coding, software repositories, software supply chain, typosquatting, Windsurf

The AI Free Ride Is Starting to End

May 22, 2026 by Edward Silha

Cartoon-style illustration of a worried office worker sitting at a desk in front of a laptop while reviewing a report that shows rapidly rising costs. The report features a gauge in the red zone and a stack of coins, suggesting escalating expenses. Large windows behind him reveal a city skyline at sunset, while coffee cups and a laptop on the desk reinforce the corporate office setting. The image symbolizes growing concern over the rising cost of AI tools and enterprise technology spending.The AI subsidy era is ending, and the bills are finally showing up.

Microsoft is reportedly cutting back internal Claude Code licenses and steering developers toward GitHub Copilot CLI instead. It matters because this is Microsoft, not some cash-strapped startup. This is the company that poured billions into OpenAI, owns GitHub, and runs one of the biggest cloud businesses on earth. If even Microsoft is looking at token-based usage and deciding the math does not work, everyone else should probably pay attention. [Read more…]

Filed Under: AI, Blog, Tech In General Tagged With: AI bubble, AI budgets, AI pricing, AI valuation, Anthropic, Claude Code, enterprise AI, generative AI, GitHub Copilot, Microsoft, Microsoft Azure, OpenAI, token pricing, Uber, usage-based billing

AI is increasing the intensity of work rather than reducing it

April 8, 2026 by Edward Silha

A cartoon office worker at a desk surrounded by multiple screens and notifications while a friendly robot keeps handing them more tasks, showing overload.There’s a growing argument that AI is increasing the intensity of work instead of reducing it, and honestly, that tracks.

Everyone keeps talking about how AI is supposed to save time. That’s technically true. The problem is what happens next.

You finish something in half the time, and instead of getting breathing room, you get more work. Not later. Immediately. What used to be a full day turns into half a day, and now you’re expected to fill the rest. That’s what people are actually feeling right now. It’s not less work. It’s the same job compressed and then expanded again. [Read more…]

Filed Under: AI, Blog Tagged With: AI productivity, AI workload, artificial intelligence, automation impact, digital transformation, enterprise AI, future of work, productivity paradox, tech economy, workplace automation

Why Scaling Large Language Models Won’t Give Us AGI

January 19, 2026 by Edward Silha

Illustration of a chatbot made of text blocks facing a human brain with gears and arrows, representing prediction versus real understandingWe’ve spent the last few years watching language models get disturbingly good at sounding smart. They write coherent essays, debug code, explain quantum physics in simple terms. The experience is convincing enough that serious people have started talking about these systems as if they’re on the cusp of real intelligence, or already past it.

They’re not. And the gap matters more than the hype suggests.

Look, I get the appeal. When ChatGPT solves a tricky programming problem or writes a passable legal brief, it feels intelligent. But fluency isn’t understanding, and being really good at predicting the next word isn’t the same as knowing how the world actually works. [Read more…]

Filed Under: AI, Blog Tagged With: AGI, AI hype, AI research, artificial general intelligence, causal reasoning, GPT models, language models, machine learning limits

Meta Makes AI Chats Fuel Ads; And You Can’t Opt Out (in the U.S.)

October 3, 2025 by Edward Silha

Meta is rolling out a sweeping change to how it handles user data. Beginning December 16, interactions with its AI chat tools, whether text or voice, will feed into content recommendations and ad targeting across Facebook, Instagram, and WhatsApp. And in the U.S., users will have no way to opt out.

On October 7, Meta will begin notifying users that their AI interactions will influence recommendations. But the initial notice is vague, saying only, “Learn how Meta will use your info in new ways to personalize your experience.” Users must click through to see the part about AI. Meta says the omission is not deliberate. A spokesperson insists the AI connection becomes clear immediately after the notice opens. [Read more…]

Filed Under: AI, Blog, Tech In General Tagged With: ad personalization, AI chat data, digital surveillance, Facebook, Instagram, Meta, privacy rights, targeted ads, WhatsApp

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