Business
Nov 30, 2025 • 5:27:35 AM
The Essential Skill of Anticipation in the Age of AI
The article presents a critical reflection on the common pitfall of over-relying on AI tools like Claude Code and GitHub Copilot without proper preparation or understanding of the underlying systems. It highlights the importance of 'anticipation,' or the ability to foresee potential issues and challenges when integrating AI into workflows. This skill becomes paramount as businesses increasingly adopt AI technologies. Without a foundational grasp of the project requirements and the AI's capabilities, users may face significant setbacks. The author’s journey from initial excitement to frustration is a cautionary tale that underscores the need for a balanced approach—leveraging AI while maintaining strategic oversight and planning. In essence, preparation and anticipation can greatly enhance the successful deployment of AI solutions.
- AI tools require careful integration with existing workflows to be effective.
- Anticipation and preparation are critical for leveraging AI successfully.
- Users must maintain strategic oversight when deploying AI solutions.
Reference Source
“The difference between successful and unsuccessful projects often comes down to 'preparation.'”
AI活用時代に必要なのは「先回り力」だと気づいた話