ResearchThe Decoder· Jun 28, 2026
Survey Says AI Needs Task Completion for Coworker Role
A survey paper from Tencent and Chinese universities explores how AI can advance from chatbots to digital colleagues. The researchers conclude that reliable workplace integration requires systems to complete full tasks in persistent environments instead of only producing responses. Combining ongoing workspaces with reusable skills is presented as the central requirement for this shift. Such capabilities could determine whether AI becomes a dependable professional tool.
Key points
- →AI must finish complete tasks rather than generate isolated answers
- →Persistent workspaces and reusable skills are required for reliability
- →Paper maps progression from chatbot to digital colleague
- →Findings come from Tencent and multiple Chinese universities
Mentioned
Tencent
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