Human-AI Collaboration

Collaborative AI

Enable effective collaboration between multiple users and AI within shared workflows.

Problem

Teams need effective AI collaboration while maintaining coordination, shared understanding, and human relationships.

Create AI interfaces that enhance team collaboration via shared decision-making, context maintenance, and group workflow support.

Maintain transparency about AI contributions in collaborative work.

Provide shared context and history accessible to all team members.

Enable easy handoffs between AI assistance and human collaboration.

Support different collaboration styles and team dynamics.

Preserve individual agency within collaborative AI-enhanced workflows.

Balance AI efficiency with human relationship building.

Ensure equitable access to AI assistance across team members.

Consider privacy and confidentiality in team AI interactions.

Address potential over-reliance on AI for team coordination.

Maintain clear attribution for AI vs. human contributions.