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doc/README.md

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-## Gradio Agents & MCP Hackathon 2025
+## Grady - A General AI Assistant 🤖
 
-While other submissions showcase **specialized solutions**, this submission is a **generalized solution**.
+While other submissions to the Gradio Agents & MCP Hackathon 2025 showcase **specialized solutions**, Grady, named in honor of Gradio, is a **generalized solution**.
 
-**Grady**, named in honor of Gradio, is a **multi-agent multi-modal multi-model assistant** with high agency, including browser automation, code generation & execution, and multi-modal reasoning. It can solve many <a href="https://huggingface.co/datasets/gaia-benchmark/GAIA">GAIA Benchmark</a> level 1, 2, and 3 problems.
+Grady is a **multi-agent multi-modal multi-model AI platform** with high agency, including browser automation, code generation & execution, and multi-modal reasoning. It can solve many GAIA Benchmark level 1, 2, and 3 problems.
 
 In lieu of a video, find a diagram of the architecture, and screenshots of Grady correctly answering GAIA benchmark level 3 questions.