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Topic

Generative UI

An approach in which a model builds interface elements at request time instead of developers coding screens in advance.

Current stories

leadershipOne report1 publisher

Workday's chief AI officer lets models pick the workflow while approval steps stay fixed

Workday's Joel Hellermark says its agents pair reasoning models with deterministic guardrails, itwire reported. Sana, bought for US$1.1 billion, now orchestrates every Workday agent, so the model-driven half of that split runs in one acquired product.

Publishers:itwire.com

Reality

Evidence35
Adoption20
Hype gap+15
Incentives70
Confidence60
buildOne report1 publisher

Workday lets TypeSafe's Jev choose which design-system components Sana puts on screen

Workday gave TypeSafe's Jev every atomic component in its design system and lets the model pick what Sana shows, said chief AI officer Joel Hellermark. TypeSafe claims 70 to 500 milliseconds per answer; whether Workday sees that depends on how many screens reduce to closed questions.

Publishers:thenewstack.io

Reality

Evidence48
Adoption35
Hype gap+25
Incentives65
Confidence55
productConfirmed29 publishers

OpenAI's Intelligent UI turns ChatGPT answers into sliders and tappable diagrams

OpenAI's Intelligent UI, launched with GPT-6, has ChatGPT build working calculators and tappable diagrams into its answers. Teams running in-product assistants should expect users to compare their text answers with that, though the evidence so far is demos and one reporter's test.

Perspective Coverage

30 publishers
Builder
Builder 24%
Operator
Operator 56%
Investor
Investor 20%

Reality

Evidence62
Adoption40
Hype gap+20
Incentives60
Confidence65
buildConfirmed2 publishers

GPT-6 assembles ChatGPT's interactive answers from a fixed library of native components

OpenAI's Intelligent UI lets GPT-6 put working calculators, forms and charts inside ChatGPT answers, in a rollout that began October 7. Rival chat products will now be judged against answers users can operate, built from a component set that also limits what ChatGPT can make.

Reality

Evidence62
Adoption
Not scored
Hype gap+10
Incentives
Not scored
Confidence60
buildOne report1 publisher

Google constrains its classroom generative UI with progressively harder levels and scaffolded hints

Google Research describes a model that assembles the interface as the request arrives, held to a game structure of progressively harder challenges, with more than 30 teacher-reviewed samples out for middle and high school STEM.

Publishers:research.google

Reality

Evidence42
Adoption16
Hype gap+22
Incentives78
Confidence61