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Productivity flywheel

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DataFunSummit
DataFunSummit
Nov 10, 2026 · Industry Insights

When AI Accelerates, Why Humans Must Slow Down: Tencent's Human-Centric Flywheel

Tencent Research Institute analyzes the paradox of enterprise AI acceleration: while agents like WorkBuddy boost individual efficiency, they risk creating AI-to-AI communication loops that dilute human collaboration; the article proposes a human-centric flywheel combining controllable architecture, amplified human agency (taste, first-principles thinking, trust), and gradual organizational evolution to turn AI speed into sustainable collective productivity.

AI AgentsAgent InfraEnterprise AI
0 likes · 20 min read
When AI Accelerates, Why Humans Must Slow Down: Tencent's Human-Centric Flywheel