At the end of 2025, Google made A2UI public as an open-source “agent-to-UI” format: an AI agent outputs a declarative JSON ...
Stop hardcoding every edge case; instead, build a robust design system and let a fine-tuned LLM handle the runtime layout ...
For instance, using a business domain ontology like FIBO (financial industry business ontology) can help keep agents within guardrails and avoid unwanted behavior. The bottleneck is now in the user ...
Pencil AI adds AI layout generation with style guides and reusable components, plus SVG illustration support for custom screens ...