According to TestingCatalog and iClarified, on October 7, 2026 OpenAI began rolling out GPT-6 in ChatGPT with a feature called Intelligent UI: next to the text, an answer can include charts, buttons, forms and small tools you use inside the chat. The Plus, Pro, Business and Enterprise plans go first, and the Free and Go plans follow the next day. If you use ChatGPT for work, for example for calculations, quotes or work plans, this affects you.
What we know, and what we don't
We know what the feature promises, according to the pages I read. ChatGPT picks the format of the answer based on the question: a side-by-side comparison, a diagram, a map or plain text. The examples cited are a roast plan with a slider that changes quantities based on the number of guests, a road trip traced on a map, a savings calculator, a bill splitter and even a game. Simple answers stay as text. According to OpenAI, the interface elements appear while the answer is being written, on web and mobile, in the Chat tab. The models that power Work and Codex do not change.
We also know which models are involved. Paid plans use GPT-6 Sol, Free and Go plans use GPT-6 Luna, according to OpenAI's announcement as reported by the sources. For companies, access depends on the administrator's settings. OpenAI states that ChatGPT has more than 1.2 billion weekly users.
There is one figure on speed, but take it with a grain of salt: in OpenAI's internal tests, GPT-6 Instant starts answering on average 44% sooner than GPT-5.6 Instant when a web search is needed. These are the company's own measurements, and none of the sources I read repeated them independently.
We don't know the usage price or the message limits, because the sources don't state them. We don't know for certain when it reaches each account: TestingCatalog and iClarified mention October 7 for paid plans, while other pages I opened describe a rollout in progress on October 8. We also don't know which model Free and Go users get, because OrcaRouter notes that OpenAI's announcement says GPT-6 Luna and the help page says GPT-5.6 Luna, without the company clarifying. Finally, we don't know how well it works in Italian or how reliable the calculations are: OpenAI itself says the work on design judgment is still to be done.
What it means for a small business
This is our own reading of the sources. A calculator or form generated on the fly can save time for anyone preparing a quote, splitting an expense or comparing two offers. The risk is the shop-window effect: a tidy chart and a nicely drawn slider look more reliable than a paragraph, even when the number inside is wrong. A more polished form does not make the content more accurate, and responsibility for what you send to a client stays with you.
What to do
- Test first with a case you already know. Ask for a calculation whose right result you have, and compare the figures.
- Check every number against your own source. Spreadsheet, price list, invoice: whatever comes out of the chat gets verified.
- Ask to see the steps. If a calculator gives a total, have it explain which items it is made of.
- Save outside the chat what you need. A tool created on the fly may not be available tomorrow as you saw it today, and the sources don't say whether it can be kept.
- Check what happens to your data. Before pasting customer lists or confidential prices, review the privacy settings of your plan.
What to avoid
- Sending a client a result you only saw in the chat. Recalculate it and reread it before sending.
- Believing the speed figures without proof. The 44% comes from OpenAI's internal tests.
- Changing plan for this feature. Prices and limits are unclear, and the free plan may be enough for you.
- Assuming it works everywhere. The sources talk about the Chat tab, not Work and Codex.
A hypothetical example
Hypothetical example: the owner of a small photography studio asks ChatGPT for a calculator for wedding quotes, with hours of service, number of photos and album. The chat draws a form with three sliders and a total. She enters a case closed the year before and finds the total is off by one item, the album. She fixes the request, repeats the test, then copies the formula into her own spreadsheet. The chat form helped her think, but she signs the quote from her spreadsheet.
The bottom line
GPT-6 brings answers with charts, buttons and tools to ChatGPT, with dates and models for the free plans still to be clarified. For a small business the sensible move is to try it on known cases, check every figure and keep the documents that matter out of the chat. If you have already tried it, or have a calculation you would like ChatGPT to do, write to us at info@sarabi.cloud and tell us your case.
Sources: TestingCatalog, iClarified, Free Press Journal, OrcaRouter and AmeVe Blog.
Have a similar case or a doubt? Write to us at info@sarabi.cloud.