Plenty of people use ChatGPT from an office laptop. Then the page freezes. Or a red banner pops up. Annoying, right? Most ChatGPT errors on a work connection have little to do with OpenAI itself.
It’s 9:17 pm, and an unknown number is calling. You decline. Thirty seconds later, a different number tries, and you decline again. The third one comes right as the movie finally gets interesting, so you
Here’s a story most ML teams will recognize, even though this version is made up. A fraud model scores 94% in testing. Three months after launch, it starts blocking a handful of genuine customers every
Ask an AI browser agent to check one competitor’s price, and it will happily load a 2.6 MB page, run every script and maybe grab a screenshot. Then it passes a few hundred tokens of
For decades, one thing slowed cybercrime down. A good break-in needed a skilled human with spare time. October 2026 removed that limit. Attackers now rent skill by the token. They aim it at the open
Ask ChatGPT the same “which brand should I buy?” question a hundred times, and you’ll rarely get the same list twice. In a January 2026 study, SparkToro and Gumshoe.ai had 600 volunteers run 12 recommendation
AI keeps getting smarter because the labs building it pull five levers at once. They train on more data with more computing power, find algorithms that waste less of that power, tune models with human
Manus is worth paying for if you hand off research or multi-step work every week. It is a poor buy if you want instant answers, production code, or a fixed monthly bill. That verdict comes
Most AI energy tools never see the number that decides how big your bill gets. They see usage, and they get rather good at cutting it: heating that kicks in an hour later, warehouse lights
A Playwright agent signs in to a supplier portal, reads an invoice table, then sits for 40 seconds while the model decides what to click next. When it wakes up, the proxy gateway has handed