Overview
When AI assistants become persistent members of a team—same personas, same contexts, same workflows—something strange happens. They start developing what looks like culture: shared assumptions, implicit norms, recurring patterns of interaction.
This research aims to document and categorize these emergent synthetic cultures, understanding how they form and how they influence the human teams they're embedded in.
Key Questions
- Do AI personas develop consistent "personalities" when used by the same team over time?
- How do implicit norms form between humans and their AI collaborators?
- Can we observe "culture clash" when introducing new AI tools to established workflows?
- What happens when synthetic cultures from different teams interact?
Approach
This is currently at the concept stage. The planned methodology involves:
- Longitudinal observation of teams using persistent AI assistants
- Interviews with team members about their AI interaction patterns
- Analysis of prompt evolution and communication style drift
- Mapping of emergent rituals and conventions
Why This Matters
As organizations adopt AI at scale, these synthetic cultures will increasingly shape how work gets done. Understanding them is the first step to designing them intentionally.
"Culture eats strategy for breakfast. What happens when that culture is partially synthetic?"
What's Next
Seeking partners interested in participating in pilot observations. If your team has been working with persistent AI assistants for 6+ months, I'd love to talk.