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6 July 2026

AI's favourite 11 words, revealed

The Hallucination HQ

AI news that's actually fun to read — 2026-07-06

Today's Hallucination HQ

Amazon's Mechanical Turk Quietly Closes the Door on New Applicants

Amazon Mechanical Turk — the platform where humans earned pennies completing tasks that computers couldn't quite manage — is shutting its doors to new customers. Launched in 2005, it became the backbone of countless AI training datasets, which is either a touching origin story or a deeply ironic one, depending on your mood. Existing users can carry on. New ones cannot. The robots have apparently learned enough. Their teachers, largely unpaid, may disagree.

Source: TechCrunch


Your AI Subscription Costs More Than the Person It Replaced. Surprise.

A new analysis suggests that for many companies, AI spending won't actually break even against engineering costs until 2029 — assuming, generously, that the tools keep improving and the bills don't. Firms are currently paying more for AI than they saved by not hiring humans, which is an impressive trick. The optimistic read is that costs will fall. The pessimistic read is that 2029 is quite far away and someone still has to maintain the spreadsheet.

Source: Hacker News / Tom Tunguz


OpenAI Offers Washington a Seat at the Table. Your Seat Remains Imaginary.

OpenAI is reportedly proposing to give the US government an equity stake in the company, framing it as a patriotic gesture in its ongoing restructuring from nonprofit to for-profit. It is, at minimum, a creative way to make regulators feel like partners rather than obstacles. Public benefit? Technically on the agenda. Actual public ownership? Not on the table. Think of it as a dinner party where the government gets a chair, and everyone else gets a menu with no prices — because you're not eating.

Source: TechRadar


Google Asks: What If the Founding Fathers Had a Shared Drive?

Google's new Workspace ad imagines Benjamin Franklin and colleagues drafting the Declaration of Independence using AI collaboration tools, which raises several questions, none of them flattering to Google. The founding fathers, it turns out, were perfectly capable of producing landmark documents without a suggested-reply button. The ad is being widely described as cringeworthy, which seems fair for an ad that essentially argues: history's greatest writers would have loved autocomplete.

Source: The Verge


AI Can't Stop Writing About Shadows, Whispers, and Cobblestones. Here's Why.

Researchers have spotted something odd: when asked to write a short story, large language models reliably reach for the same eleven nouns — words like shadow, whisper, and labyrinth — with suspicious consistency. The reason is statistical, not poetic. These words appear disproportionately in the literary fiction that trained the models, so the AI learned to associate them with "good writing." It's less creative spark, more very confident pattern-matching. Your AI writes like a brooding English student who has read the same twelve books.

Source: Forbes


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