The Coming Knowledge-Work Supply-Chain Crisis
a year ago
- #Knowledge Work
- #AI
- #Decision-Making
- AI is accelerating the production side of knowledge work, but human decision-making tools and processes lag behind, creating bottlenecks.
- AI excels at production tasks but requires humans for subjective value judgments, leading to a pile of tasks needing human evaluation.
- Meaning-making, the human ability to make subjective value judgments, is a critical bottleneck AI cannot replicate.
- Two emerging problems: decreased job satisfaction as AI automates creative tasks, and tools not designed for the volume of work AI generates.
- Current tools for evaluation and judgment are overwhelmed, leading to rushed decisions and piled-up work.
- Need to redesign tools and workflows to enhance decision-making velocity and handle higher volumes of AI-generated work.
- Shift from creative production to high-velocity decision-making as AI handles synthesis and execution.
- The transition to AI-augmented knowledge work will be painful without new tools and frameworks.