The Future of Work Belongs to the Knowledge DJs

• The falling cost of production and the rising value of curation
  • Advances in AI have made it easy and inexpensive to rapidly “produce” documents, prototypes, websites, and more. As a result, the distinctly human advantage is shifting from simply creating things to curation and judgment: selecting what matters and establishing the right context.
• Context containers
  • Spaces that gather the documents, rules, and memories needed for a particular topic in one place—such as ChatGPT Projects, Claude Projects, and Gemini Notebooks—are becoming increasingly important. A well-curated context space reduces AI hallucinations and creates “parity of understanding” between people and AI agents, enabling more effective collaboration.
• The rise of the Knowledge DJ
  • Just as a DJ can read the room, select and sequence the right tracks, and shape the atmosphere without making every song, knowledge workers need the ability to understand the situation and the system, then select, coordinate, and update the right context and information through taste, integration, and trust.

• Build a context container for each unit of work: Create a consistent, dedicated context space for every project or client, such as a project folder or notebook.
• Curate boldly: Instead of adding as much information as possible, select only the essential information that helps AI understand the work clearly.
• Capture implicit context: Record informal context that is not written in documents, including stakeholders’ intentions, organizational dynamics, and the background behind past decisions.
• Update context as circumstances change: Continually remove outdated information and incorporate the latest signals as the situation evolves.
• Practice directing and orchestration: Go beyond entering individual prompts by learning to delegate an entire task to an agent and evaluate the result.

AI products should provide UX that naturally encourages users to develop their own curation habits, such as adding context, organizing notes, and classifying sources.