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World Congress 2026 Europe - Virtual Stage • Jul 2, 2026 • Session details

AI-Driven Interfaces: Designing the New Grammar of Interaction

Markus Nissl

The chatbox is a severely limiting interface for AI. Modern systems demand a new grammar of collaboration. Discover 12 UI patterns to build interfaces users actually trust.

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#1 about 5 min

Limitations of chat interfaces in generative artificial intelligence

The standard chat window restricts visibility into autonomous model actions and complex decisions.

#2 about 4 min

Shifting user interaction from predictable commands to collaboration

Unpredictable generative responses require a new design language built around permission and trust gradients.

#3 about 5 min

Communicating response confidence and citing generated sources visually

Confidence lenses and explicit source citations help users gauge the reliability of synthesized answers.

#4 about 2 min

Setting boundaries and requesting verification before autonomous execution

Pausing for user confirmation via bounding boxes or diffs prevents unwanted system actions.

#5 about 3 min

Branching explorations and merging selective outputs in workflows

Generating multiple options and composing the best elements provides users with precise creative control.

#6 about 3 min

Managing agent autonomy levels and execution budget constraints

Trust contracts are established by limiting agent actions through explicit autonomy dials and resource budgets.

#7 about 4 min

Aligning models by storing corrections and editable user memory

Allowing users to inspect and edit saved preferences ensures models adapt accurately to personal workflows.

#8 about 2 min

Replaying asynchronous agent actions through visual activity logs

Visual summaries and version logs reveal what autonomous agents accomplished while the user was away.

#9 about 3 min

Choreographing interface wait times during prolonged model generation

Streaming thought processes prevents users from misinterpreting long processing times as software bugs.

#10 about 4 min

Transferring context and providing detailed receipts for execution

Temporal handoffs and cost receipts create transparent audit trails for completed generative tasks.

#11 about 7 min

Designing accessible interfaces and anticipating spatial memory patterns

Future interface designs will require multimodal accessibility and spatial layouts to manage disparate agent outputs.

Matching moments

1:32 min

Architectural patterns for developing robust generative AI applications

Julián Duque Julián Duque · World Congress 2025

3:46 min

Designing AI interfaces for user autonomy and control

Christoph Bräunlein Christoph Bräunlein +3 · World Congress 2025

2:43 min

Moving past chat interfaces to domain-specific artificial intelligence modalities

Kris Rasmussen Kris Rasmussen +1 · World Congress 2024

2:11 min

The shift from predictable UX to adaptive AI experiences

Madalena Costa Madalena Costa · Europe 2026 Virtual

1:44 min

Summarizing developer experience and artificial intelligence companions

Robert Hoffmann Robert Hoffmann +1 · LIVE

3:22 min

Comparing AI agents with generative models and chatbots

Xavier Sala Presas Xavier Sala Presas · Europe 2026 Virtual

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