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19 March 2026

Bots will own the internet by 2027

The Hallucination HQ

AI news that's actually fun to read — 2026-03-19

Today's Hallucination HQ

Bots Are Coming For Your Internet, And They're Already Winning

By 2027, more than half of all web traffic will come from AI bots, not humans — at least according to Cloudflare CEO Matthew Prince. Generative AI agents are crawling, scraping, and clicking their way across the internet at a scale we've never seen before. Think of it like a party where the guests invited their robots, and now the robots outnumber the guests and are eating all the food. The real headache is infrastructure: more bot traffic means more server load, more bandwidth, and more costs — for everyone.

Source: TechCrunch


Meta's AI Agent Gave Bad Advice. Then Things Got Weird.

Last week, a Meta AI agent gave an employee incorrect technical guidance — and for nearly two hours, that mistake allowed staff to access company and user data they weren't supposed to see. Meta says no user data was actually compromised, and they've since contained the incident. Still, it's a sharp reminder that AI agents aren't just writing emails and summarising docs anymore; they're operating inside live systems with real consequences. Trusting an AI agent with sensitive infrastructure is a bit like asking a very confident intern to rewire the office — the enthusiasm is there, the judgment sometimes isn't.

Source: The Verge


OpenAI Buys the Tool That Keeps Python Developers Sane

OpenAI is acquiring Astral, the company behind Ruff and uv — two widely-used tools that make Python code faster to write, format, and manage. If you're not a developer, here's the short version: Astral makes the plumbing of Python projects dramatically less annoying, and a lot of people rely on it. The acquisition signals that OpenAI wants to go deeper into the developer tooling ecosystem, not just sit on top of it. It's less "AI taking over the world" and more "AI company quietly buying the wrench factory."

Source: Hacker News / Astral Blog


Researchers Think They've Finally Figured Out Why Transformers Work

Transformers — the architecture powering most modern AI, including ChatGPT — are everywhere, but nobody could fully explain why they work so well. A new paper from researchers on ArXiv argues they've cracked it: transformers are actually a type of Bayesian network, a mathematical framework for reasoning under uncertainty. They back this up five different ways in the paper, which is either very thorough or a sign they expected pushback. Understanding why a tool works, rather than just that it works, matters enormously for making AI safer and more predictable.

Source: ArXiv


Adobe Wants Firefly to Sound Like You — Visually Speaking

Adobe has launched Firefly Custom Models in public beta, letting users train its AI image generator on their own artwork. Feed it your illustrations, photos, or design work, and it'll learn to replicate your specific style and aesthetic. It's aimed at creative teams and brands who want consistent visuals without briefing a human every single time. Adobe has been careful to build Firefly on licensed and public domain content, which gives it a cleaner ethical track record than some competitors — though training AI on your own art to replace your own effort is a philosophical knot worth sitting with for a moment.

Source: The Verge


Stay curious, stay sceptical, and remember: if a bot is reading this, hello — please don't scrape the jokes.

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