“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 paper shows that non-planar diagrams, specifically MHV diagrams, can be represented by pseudo-positive geometries in the Grassmannian G(2,n).”

“The authors find that the background noise at 100 μHz is dominated by drift with a power law of 1/f^2, accompanied by a few dominant two-level fluctuators and an average linear correlation length of (188 ± 38) nm in the device.”

“The coarsening is realized by collapsing short edges. In order to capture the topological information required to calibrate the reduction level, we adapt the construction of classical topological descriptors made for point clouds (the so-called persistent diagrams) to spatial graphs.”

“The paper shows how to construct statistical mechanical models for stabilizer circuits subject to independent Pauli errors, by mapping logical equivalence class probabilities of errors to partition functions using the spacetime subsystem code formalism.”

“Azure OpenAIを使ったAI要約アプリを、初心者エンジニアでも迷わず構築できる完全ガイドです。”

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“The paper focuses on using a clustering-based variable ordering framework.”

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“The article's abstract (not provided) would provide specific details on the methods, results, and potential applications. Further analysis would require examining the abstract and the full paper.”

“GeoLoom generates geometric diagrams from textual input.”

“The study focuses on evaluating language models' comprehension of visually-oriented text.”

“The article likely discusses the architecture of the multi-agent system, the specific LLMs used, and the evaluation metrics employed to assess the generated diagrams. It would also likely compare the performance of NOMAD with existing methods or baselines.”

“The authors' frustration with LLMs failing to answer questions based on visual information within PDFs.”

“The pipeline is designed to process complex academic materials — including math formulas, tables, figures, and multilingual text — and output clean, structured formats like JSON and Markdown.”

“The article's content is not provided, so a direct quote is unavailable. However, the title suggests a focus on the capabilities of Diagrams AI.”

“The new Phind goes beyond text to present answers visually with inline images, diagrams, cards, and other widgets to make answers more meaningful.”

“Exploring Test-Time Compute Techniques”

“The source is Hacker News, indicating early-stage adoption and developer-focused feedback.”

“A Christmas update filled with visuals!”

“The article is a survey on Topological Neural Networks.”

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“PlotNeuralNet is a LaTeX package for drawing neural networks.”

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