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.