A mental model of how we think about maximizing the value of AI tools.

codeium

Generative AI is revolutionizing the human-tool interface by enabling tools with high recall and precision across a wide range of tasks. The human-tool interface consists of the brain, surface, and interaction between humans and tools. Tools help humans overcome inefficiencies in their work, such as limited memory and knowledge retrieval abilities. Examples of human-tool interfaces include the terminal, explore panel in VSCode, and Intellisense. Generative AI tools like GitHub Copilot and ChatGPT leverage smarter and more generic models to provide value. The most powerful generative AI tools focus on being capable, knowledgeable, intuitive, and smart.

The Effect of Generative AI on the Human-Tool Interface