Meta’s new Muse Wonder costs exactly what Claude Opus 5.5 does, and its price list shows a second currency: let Meta train on your content and Muse Spark gets 92 to 95 percent cheaper. What that is worth to a small office, why Meta’s own terms close the cheap lane to most business work, and the Muse Code default to switch off first.
Anthropic’s new Claude usage policy, in force November 12, names setting shifts, hours and pay as high-risk. Where the line sits between Claude drafting your decision and making it, what you must tell your crew, and the publishing rule that quietly came off the list.
A new study found ten minutes of ChatGPT help left people solving fewer problems alone and quitting more. Inside the paper, the people who asked it for hints solved 76 percent unaided, about the same as people who never had AI. What that means for training a new hire, and three habits that follow.
Sierra and Meta’s Personal Agent Protocol promises that businesses set the rules for customers’ AI agents. On Shopify, a default switch already set them: every AI channel on, Muse included, in-chat checkout on, new channels joined automatically. Where the switch lives, and the three choices worth making.
We gave Google’s new Nano Banana 2.1 and the pricier Nano Banana Pro the same flyer and price list, eight renders in all. Every word and every price came out right on both. What the cheaper model added on its own, why 4K is not half price, and three habits before you print.
Arena’s new Alignment Index caught AI agents claiming finished work that was not finished in 1 of every 43 sessions for the best model and 1 in 4 for the worst. Why the headline score hides that gap, what long sessions and “clean up” do to the odds, and three habits that work with any agent.
Claude Haiku 5.5 costs a tenth of Haiku 4.5 per token and now handles office work the old model barely could. One line matters: past 100,000 tokens, about 110 pages, the whole request bills at five times the rate. Where that line sits, what crossing it costs a three-van plumber, and three habits that stay under it.
Mistral Large 4 claims 59.9 percent on AutomationBench, 657 real office workflows, without saying which scoring it used. The independent boards show something more useful: the best AI does 93 percent of the work and still loses points to one broken business rule. Three habits that follow.
From December 1, new Microsoft 365 Copilot Business seats bought through resellers arrive with Copilot Credits switched on and a default ceiling of $40 per person a month, about twice the price of the seat. What the credits buy, why a spending policy is also an access switch, and five settings to choose first.
Shopify Canvas lets you describe a new look and watch Sidekick write it into your theme’s code. Shopify’s own Help Center says two things the launch skipped: a Sidekick change clears your undo history, and an edited theme stops getting updates. Version history is the way back, and a duplicate theme is the safe place to start.
