“Auto Claude isn't just a tool that executes prompts; it operates with a workflow similar to Specification Driven Development, automatically creating, verifying, and modifying specifications.”

“N/A - The article is a link to a discussion, not a primary source with a direct quote.”

“But can you trust AI to get the information right?”

“This article prioritizes primary sources (official announcements, documents, and public records) to verify the claims regarding a strategic partnership between Google and Apple in the AI field.”

“AI is a supplementary tool. Always verify the output.”

“AI is not your 'smart friend'.”

“NumPyの多次元配列操作で混乱しないための3つの鉄則：axis・ブロードキャスト・nditer”

“「本当に正確に論理的な推論ができているのか？」”

“今回、私は最新論文「Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning」に出会い、Spectral Attention解析という新しい手法を試してみました。”

“Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning”

“本記事では、私がこの手法を実際に試した経験をもとに、理論背景から具体的な解析手順、苦労した点や得られた教訓までを詳しく解説します。”

“The article starts by stating that AI can generate code with considerable accuracy, but it's not enough to simply use the generated code. The reader needs to understand the code to ensure it works as intended, integrates with the existing codebase, and is free of security and performance issues.”

“According to Dr. Tom McClelland, consciousness alone isn’t the ethical tipping point anyway; sentience, the capacity to feel good or bad, is what truly matters. He argues that claims of conscious AI are often more marketing than science, and that believing in machine minds too easily could cause real harm. The safest stance for now, he says, is honest uncertainty.”

“The paper proves that determining the thinness of a tree is coNP-hard.”

“Preguss enables highly automated RTE-freeness verification for real-world programs with over a thousand LoC, with a reduction of 80.6%~88.9% human verification effort.”

“The author states, "I've been talking about Claude Code on X (Twitter)." and "2025 was a year of great leaps for AI agents, and for me, it was the year of Claude Code."”

“The paper introduces 'incremental certificate learning' to maximize work in sound linear relaxation and invoke exact piecewise-linear reasoning only when relaxations become inconclusive.”

“MATP surpasses prompting-based baselines by over 42 percentage points in reasoning step verification.”

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“(From the title) Is he larping AI psychosis at this point?”

“The article likely presents a novel approach to verifying LLMs using formal methods.”

“Some things really are too good to be true, like this GaN charger from eBay.”

“One good demo and government will start panicking.”

“"Cursor staff keep saying OpenRouter is not officially supported and recommend direct providers only."”

“The study demonstrates that a metadata-based approach can improve accuracy by up to +7.14% and achieve a precision of 83.12% over a baseline.”

“The SmartSnap paradigm allows training LLM-driven agents in a scalable manner, bringing performance gains up to 26.08% and 16.66% respectively to 8B and 30B models.”

“"Game development is difficult, isn't it?" Now, with the power of AI assistants, you can create full-fledged games without writing a single line of code.”

“Why is Apps SDK available only for physical goods, not digital?”

“The authors introduce a linear programming witness for network nonlocality built from five classes of linear constraints.”

“The article likely discusses accelerating speculative decoding within the context of verification.”

“The paper reveals pronounced cross-model discrepancies, including low concept overlap and near-zero agreement in relational triples on many slides.”

“The paper introduces a criterion based on the Bézier coefficients of the Jacobian determinant, transforming the verification problem into checking the positivity of control coefficients.”

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“Microsoft denies rewriting Windows 11 in Rust using AI after an employee's post on LinkedIn causes outrage.”

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“The article's context indicates it's a research paper from ArXiv, implying a focus on novel findings.”

“The research focuses on formal verification techniques applied to neural networks incorporating early exit strategies.”

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“The article focuses on Error Localization, Certificates, and Hints for Probabilistic Program Verification.”

“FASTRIC is a Prompt Specification Language”

“The article likely explores the challenges of information overload and the potential for burnout among those verifying voter information.”

“DafnyMPI is a library for verifying message-passing concurrent programs.”

“The research focuses on using tamper-evident sensors and blockchain.”

“The paper focuses on agent-based verification for Rust systems.”

“The article is sourced from ArXiv.”

“From dead crabs to shredded bed sheets, fraudsters are using fake photos and videos to get their money back from ecommerce sites.”

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“Focus on provable observability and lightweight audit agents.”

“The paper discusses grounding natural language into system signatures for Temporal Logic Translation.”