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Context Engineering Is Not Enough: The Future of Content Creation

  • Context engineering, the dominant way to control large language models by carefully crafting prompts and manipulating environments, is reaching its limits.
  • A new paradigm of content creation is emerging with agentic AI, where AI can set its own subgoals, reflect, revise, and work across steps.
  • Agentic AI shifts from humans providing all context details to AI building its own path of thought and inviting human input along the way.
  • The future of content creation involves AI generating structured skeletons of thought, representing ideas in various forms tailored to the audience, and facilitating thoughtful, expressive co-creation and communication.

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