We’ve Been Building AGI Wrong This Whole Time
Last Updated on January 3, 2026 by Editorial Team
Author(s): Gaurav Shrivastav
Originally published on Towards AI.
AGI isn’t about smarter models — it’s about giving them the right tools.
I realized something uncomfortable last week.

The article discusses the misconception that advancing Artificial General Intelligence (AGI) is solely about creating smarter models, instead arguing that the focus should be on equipping these models with the right tools to perform effectively. It presents the idea that providing AI with better tooling can significantly enhance its functionality and usefulness, making it actionable, much like how a chef requires a well-equipped kitchen to create gourmet meals. The piece emphasizes the need for better environments and systems to boost AI performance, suggesting that the future of AGI development hinges on tools rather than mere increases in intelligence.
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