GPT-6 Astra can do anything you do on a computer, OpenAI says. Here's what to hand it this week.

OpenAI shipped GPT-6 Astra on September 3 with one sentence doing all the work: “Anything you can do on a computer, Astra can do for you. Fast.”

You have a computer. You have a list of things you would rather not do on it. So the question is not whether the model is smart (it is). The question is which of your jobs you hand it on Monday, and which ones you keep.

Here is the short version. GPT-6 Astra for a small business is worth it for research, drafting, spreadsheet cleanup and scheduled checks. It is not yet the thing you let spend money or talk to customers on its own. The rest of this post is the how.

What actually shipped

Astra is the new top model behind ChatGPT. OpenAI pitches it for computer use: filling out online forms, updating customer records in a CRM, organizing a calendar, doing web research and drafting the results into a document or an email. On OSWorld 2.0, the computer-use test OpenAI quotes, it completed 72.6% of tasks in about 40 minutes each, up from 65.7% and roughly 75 minutes for the previous model, GPT-5.6 Sol.

Read that number the other way. On the test the company chose, it did not finish about 27 tasks in 100. Faster and better than before. Not a temp you leave alone with the keys.

Where you find it matters more than the headline:

• ChatGPT Plus ($20 a month) gets Astra only inside Work and Codex, the agent modes. Plain Chat on Plus still runs GPT-5.6.
• ChatGPT Business ($20 a seat a month on annual billing, $25 monthly, two-seat minimum) gets Astra in Chat, Work and Codex.
• Usage is metered in five-hour windows. OpenAI’s estimate for a Plus or Business Standard seat is roughly 5 to 45 Astra messages per window, and one message can be a quick lookup or a two-hour build. A Business Premium seat ($100 a seat a month on annual billing, $125 monthly) removes the five-hour limit and gives you five times the allowance.

In plain English: the model that fills out forms lives in Work, not in the chat box.

Chat, Work, Codex: the 30-second decoder

ChatGPT now has three modes. Chat answers questions. Codex writes software. Work is the agent: give it a brief, it makes a plan, opens a browser, runs code, reads the files you connect, and hands you back a finished spreadsheet, document or report. It can also run on a schedule. We covered Work when OpenAI launched its small business program in July.

Two details before you hand it anything. Work in the cloud has its own web browser that can load sites and complete forms. When a site needs a password or a two-factor code, the browser prompts you to take over and type it yourself, so the model never sees it. And you connect apps by typing ”@” and the name: Google Drive, Gmail, Outlook, Slack, Salesforce and the rest.

Five jobs to hand it this week

Each one comes with the prompt and the rule. The rule is the part that matters.

1. The comparison you keep putting off. “Compare three payroll providers for a 12-person plumbing company in Ohio. Put pricing, setup fees and contract terms in a spreadsheet with a source link per row. Do not sign up for anything.” Rule: research, yes. Trials and sign-ups, no. Half the free trials on the web want a card number.

2. The customer list you know is a mess. Connect Drive, point it at the sheet: “Remove duplicate rows, put every phone number in the same format, flag rows with no email, and list what you changed on a second tab.” Rule: it works on a copy, and you check the changes tab before the original moves.

3. The forms you fill out with the same data every time. Vendor onboarding, trade directory listings, insurance renewals. Give it a one-page company fact sheet and let it fill the form. Rule: you take over for every login and two-factor code, and you click submit yourself.

4. The Monday check. “Every Monday at 8am, open these three competitor pricing pages and tell me what changed, if anything.” Scheduled tasks are the quietest win in Work, because they run whether or not you remember. Rule: public pages only, no logins.

5. The inbox, drafted but not sent. “Draft replies to the twelve unread emails from customers, in my tone, and leave every one unsent for review.” Rule: the words “leave it unsent for review” go in every prompt that touches email or a client. No exceptions until you have watched it work for a month.

The three jobs you keep

Anything that spends money. Purchases, ad spend, supplier orders, anything with a card on file.

Anything that reaches a customer without you. Sent emails, texts, replies to reviews, chatbot answers.

Anything behind your bank, payroll or accounting login. Not because the model is careless. Because of the next section.

The catch: it browses the open web while holding your data

Work reads your files, browses the internet, and can send things out. Security researcher Simon Willison calls that combination the “lethal trifecta”: private data, exposure to untrusted content, and a way to communicate out. A web page can carry hidden instructions written for the agent, not for you. If the agent follows them, your data leaves. OpenAI’s answer is an automated reviewer that checks the agent’s actions before they run. That is a safety net, not a wall.

That is why the three jobs above stay with a human, and why the rules on the five jobs are not optional. It is the same line we drew when we asked whether AI agents are worth it at all, and when we listed the five limits to set before an agent gets access.

The 15-minute setup

Do it on a Business workspace, not on personal Plus accounts. Business does not train on your data by default, and the admin page gives you switches Plus does not: Work Cloud and Work Local on or off, browser use and network access on or off, and each app connection approved one at a time. Turn on one connection (Drive or Outlook), leave the rest off, and give two people seats rather than the whole team. Use Astra for the multi-step jobs and let the default model handle quick questions, so your five-hour allowance goes where it earns its keep. Then run job number one.

The verdict

Worth it for research, drafting, spreadsheet cleanup and scheduled checks, on a Business seat, with the switches set and a human on submit.

Not yet for money, customer-facing sends, or any login you would not give a new temp on their first morning.

OpenAI is right that Astra can do most of what you do on a computer. The thing to notice is that most of what you do on a computer is not the part that can get you sued.

Reading about AI is free. Handing it your business without rules isn’t. When you want Work wired into the tools you already run, with the guardrails set once and properly, that is BlueFort IT’s day job.