PROJECT LIGHTHOUSE
Open
Effective organizational AI use in 2026 and beyond will require deeper integration beyond simple chatbot interactions.
- Expert
- Ethan Mollick
- Prediction date
- Dec 19, 2025
- Deadline
- Dec 31, 2028
- Category
- AI & Technology
- Explicit confidence
- Not stated
Original statement
“It can't just be chat bots where people ask write my essay for me or summarize this data for me. It's going to have to be a deeper form of interaction.”
Normalized claim
Effective organizational AI use in 2026 and beyond will require deeper integration beyond simple chatbot interactions.
A falsifiable interpretation, separate from the exact source text.
Resolution criteria
Surveys and case studies of enterprise AI deployment in 2026–2028 showing majority of high-value use cases involve agentic, multi-step, or process-embedded systems rather than pure chat interfaces.
Market context
No high-confidence matching market is linked. Loose thematic matches are not shown.
Resolution
This prediction remains open.
Audit trailView full history
- Source recorded2025-12-19 00:00 UTC
- Prediction verified and frozen2026-09-11 04:36 UTC