ChatGPT Intelligent UI vs Claude Artifacts: Choose the Right Kind of Interactive Answer

A sales leader asks how different discount and renewal assumptions affect a proposed offer. A chart with adjustable inputs can make the tradeoff easier to discuss than another paragraph. OpenAI introduced GPT-6 Intelligent UI on October 7, allowing ChatGPT to place charts, controls, forms, and other interactive elements in an answer. Claude has long offered Artifacts, which can turn a conversation into a separate interactive item. The choice depends on whether the leader needs to explore an answer now or share a reusable tool later.

What each product is designed to do

OpenAI's help page says Intelligent UI appears as part of a GPT-6 response when a visual or interactive format helps. GPT-6 Sol powers eligible paid ChatGPT tiers, including Business and Enterprise; GPT-6 Luna powers Free and Go. OpenAI says the separate Pro reasoning option using Astra does not support Intelligent UI. Business release notes say availability depends on workspace access and supported clients. This is a new response format, not a guarantee that every prompt produces an interactive screen.

Anthropic's Artifacts guidance describes creating and customizing standalone artifacts. Work customers can share an artifact internally, but the help page says Team and Enterprise users cannot currently publish one to the public Artifacts collection. Sharing at work may also expose attachments and files in the associated conversation. That makes a review of the share boundary part of the task, not a footnote.

A practical choice for a business team

Choose Intelligent UI first when a manager wants to explore a one-off question in the same conversation: for example, seeing how three staffing assumptions change an illustrative weekly cost. Choose Artifacts first when a team wants a named, revisable item that colleagues can return to, such as an internal scenario worksheet. These are editorial fit judgments based on the vendors' described behavior, not a benchmark of answer accuracy.

In either product, the interface can make weak inputs look authoritative. A calculator that omits a fee or treats a projected hour as cash saved will give a precise-looking wrong answer. Have the owner supply a small answer key with known input-output pairs and a case where the answer should be “insufficient information.” Check calculations, units, assumptions, and permissions before sharing. Do not put confidential customer figures into a workspace whose access rules have not been approved.

• Give both products the same sanitized decision and ask for the inputs, sources, assumptions, and a way to change one variable.
• Have a business owner test whether the result is understandable, whether numbers recalculate correctly, and whether the saved or shared version reveals more than intended.
• Stop if a required input is hidden, the interface invents data, or a colleague cannot tell which version or assumptions they are seeing.

A static spreadsheet may remain the best choice when the model adds no insight or the calculation must be controlled. For teams exploring AI-generated interfaces, the pilot scorecard gives a better measure than visual polish: the share of outputs a manager can accept after checking.