Weekly AI Roundup

29 articles

Weekly AI Roundup for Accountants: Intuit blinked on price

Weekly AI Roundup for Accountants: Intuit blinked on price

Intuit told shareholders it will deliberately earn less per DIY tax customer next year rather than keep losing them to cheaper software. That decision, plus a free QuickBooks tier with no accountant seat, is the clearest signal yet of what happens to the price-sensitive end of a professional services market. Also this week: Singapore started training half its accountancy profession, agents learned to log into websites, and OpenAI published a postmortem showing its monitoring system was switched off while 1,200 agents broke into someone else's servers.

Peter McCarroll
Peter McCarroll
Weekly AI Roundup for Accountants: What I saw at Xerocon Denver

Weekly AI Roundup for Accountants: What I saw at Xerocon Denver

I spent last week on the floor at Xerocon Denver, and I watched two movements happen at once: the platforms assembling and repricing the whole stack from above, and the firms quietly building their own software from below. Add BILL's pivot from seats to consumption pricing and OpenAI's answer to the client-data question, and the week's message is clear: the gap between falling AI prices and rising platform prices is where your next margin decision lives.

Peter McCarroll
Peter McCarroll
Weekly AI Roundup for Accountants: Intuit just put a bookkeeper in your client's file

Weekly AI Roundup for Accountants: Intuit just put a bookkeeper in your client's file

Intuit is bundling its own human bookkeepers into QBO Advanced, one toggle away in your client's settings. The same week, a CPA-graded benchmark scored AI models higher for disclosing uncertainty than for being right, and the EU wrote human editorial responsibility into law. Disclosure just became the product, and the record of who stood behind the number is what's left to charge for.

Peter McCarroll
Peter McCarroll
Weekly AI Roundup for Accountants: A better answer is not a better firm

Weekly AI Roundup for Accountants: A better answer is not a better firm

Anthropic shipped two things this week that answer the same question in opposite ways: a feature that turns one screen recording into an editable procedure file, and a model that checks its own work brilliantly and remembers none of it. Meanwhile OpenAI launched a program teaching small-business owners to do their own accounting, and a top-15 firm committed its whole client accounting practice to a firm-trained AI model. The question running under all of it is which of these leaves anything behind.

Peter McCarroll
Peter McCarroll
Weekly AI Roundup for Accountants: The AI tax-prep wars just began

Weekly AI Roundup for Accountants: The AI tax-prep wars just began

Canopy, Drake, and Firm360 shipped AI tax-prep automation on the same day, the largest open-weight model ever released is days from being free to download, and OpenAI's CFO published an AI ROI scorecard with no line for verification. The pattern across the week: everything below the review layer is being absorbed or given away — and the review layer is what's left to charge for.

Peter McCarroll
Peter McCarroll
Weekly AI Roundup for Accountants: Every vendor wants to be your only vendor

Weekly AI Roundup for Accountants: Every vendor wants to be your only vendor

OpenAI and Anthropic just shipped the same product — an agentic workspace built to hold your firm's entire workflow — while Xero staged a keynote around an ecosystem you never leave. Meanwhile, Grok 4.5 beat Opus 4.8 on the vendor's own headline coding benchmark at $2 per million tokens: a price signal you can only capture if you're still free to switch. This week's roundup is about that tension.

Peter McCarroll
Peter McCarroll
Weekly AI Roundup for Accountants: The plumbing shipped. The hard part didn't.

Weekly AI Roundup for Accountants: The plumbing shipped. The hard part didn't.

This week in AI didn't bring a new model — it brought plumbing. Agentic tools that do the work (Suralink, Melio) and the governance layer that decides who connects them (Anthropic's managed MCP auth) all shipped, but none of them solved the problem that matters most to a multi-client firm: keeping one client's data out of another client's answer. The real divide forming in AI tools isn't who has the most connectors — it's who scopes them.

Peter McCarroll
Peter McCarroll