“File reads cast spells. Tool calls fire projectiles. Errors spawn enemies that hit Clawd (he recovers! don't worry!), subagents spawn mini clawds.”

“How large is a large language model? Think about it this way. In the center of San Francisco there’s a hill called Twin Peaks from which you can view nearly the entire city. Picture all of it—every block and intersection, every neighborhood and park, as far as you can see—covered in sheets of paper.”

“Structured Output は Pydantic のスキーマ をそのまま指定でき，さらに description に書いた説明文を LLM が参照して生成を制御できるため，生成精度を高めるには description を充実させることが極めて重要です．”

“The assistant takes natural language instructions, extracts data, and visualizes it.”

“The article doesn't contain a direct quote, but it describes the website "AI Mafia" as a tool to visualize the connections and roots of influential figures in the AI field.”

“It exposes the exact moment a network switches from memorization to generalization ("grokking") by monitoring the geometric arrangement of embeddings in real-time.”

“The research focuses on visualizing nonlinear pairwise and multivariate contributions.”

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“NeuralFlow visualizes the intermediate output of Mistral 7B.”

“We’re introducing OpenAI Microscope, a collection of visualizations of every significant layer and neuron of eight vision “model organisms” which are often studied in interpretability. Microscope makes it easier to analyze the features that form inside these neural networks, and we hope it will help the research community as we move towards understanding these complicated systems.”

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