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Inflak: A Unified Orchestration Architecture for Human-Agent Interaction

Gao L. et al.
2026-10-15

About

October 2026 paper separating runtime human-agent interaction into routing, planning, design, and rendering. Inflak implements these layers as composable agent skills, letting task state determine when to request input and which generated interface to present.

Summary

Why Inflak Adds New Signal:

1. Explicit layer contracts: Separates task progression, interaction choices, widget specifications, and rendering through structured handoffs
2. Concrete implementation: Uses GitHub Copilot plugins and a web frontend, with 13 interaction paradigms and combined chat/canvas workflows
3. Extension evidence: Compares adding interactions through layered skills with a loosely structured implementation
4. Evaluation boundary: Measures layer compliance and latency on two host models; the technical evaluation does not assess final widget quality or demonstrate broad user benefit

Tags

generative-uiinteraction-orchestrationagent-skillsruntime-uimixed-initiative

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