The article explores the use of Large Language Models (LLMs) for tool planning in black box settings. It introduces an approach named TOPGUN, leveraging program synthesis for black box tool…
Continue readingThe article introduces MIPS (Mechanistic-Interpretability-based Program Synthesis), an automated method that distills simple learned algorithms from neural networks into Python code. This approach is used to interpret and understand black-box…
Continue readingThe article introduces PhotoScout, a tool designed to perform semantic image search tasks. Unlike existing tools that rely on metadata or visual similarity, PhotoScout allows users to provide natural language…
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