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.
A sales forecast earns its place only if it beats the easy guesses. Six moves to set the bar, build the forecast and score it, with real Excel and Google Sheets costs.
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.
A 2024 meta-analysis finds emotional skills training works to a moderate degree, but most of the studies are weak. A six-week plan for owners, with an AI rehearsal week and a free team check-in.
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.
A productivity system is five rules, not an app. Two new ones, one place for new work and four answers for every request, plus links to the three guides that cover the rest.
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.
A 2008 experiment found interrupted workers finished faster and made no more errors, then reported more stress. A one-day tally, batched answer windows, and real tool prices for owners.
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.
