将可理解性作为架构特性：无法理解的系统无法安全演进

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NASA 终止 Swift 天文台的拯救任务

NASA 和 Katalyst Space Technologies 公司联合宣布放弃 Swift 伽马射线望远镜的拯救任务。这意味着轨道高度衰减中的 Swift 天文台将于今年晚些时候重返大气层。…

• NASA 是在去年 9 月授予了 Katalyst Space Technologies 一份 3000 万美元的合同，用于开发和发射一艘与…
• LINK 于 7 月 3 日成功发射，原计划尝试用其三个机械臂抓住 Swift 启动推进器，将其送回 600 公里高度的安全轨道。
• 然而 LINK 卫星自己也出现了问题，三个反作用轮中有两个没有正常工作。

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Harness 神器 J-Space 造假案背后，思维链作者暴论，小模型 + 工具干不掉顶级大模型

外挂补不了模型智商，《苦涩的教训》再次上演。作者丨高允毅 编辑丨岑 峰 这两天在 X 上，一款蹭 DeepSeek 热度的 Harness 工具被打假了。…

• 这是一个名为 J-Space Cognition Suite 的开源项目，它声称无需修改模型权重，仅靠 DeepSeek V4 Flash …
• 3；若换成 DeepSeek V4 Pro，甚至能直接超越Claude Fable 5。
• 53倍，Token 效率提升 2.

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Evaluating Structured Information Extraction with Open Models in a High Risk Public Sector Application

arXiv:2608.…

• 18289v1 Announce Type: new Abstract: The extraction of structured info…
• While proprietary solutions dominate commercial applications, a rapidl…
• However, systematic evaluations on realistic, multi-step extraction pi…

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Cacheable by Design? Training Mixture-of-Experts Routers for Locality Against the Edge Memory-Bandwidth Wall: A Pre-Registered Negative Result with a Systems Measurement Study

arXiv:2608.…

• 18261v1 Announce Type: new Abstract: Serving a 235B-parameter Mixture-…
• We quantify this bandwidth wall on Qwen3-235B (Q4_K_M, 134 GB): measur…
• 44 tok/s warm, matching a bytes-per-token / bandwidth model, while a b…

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Redakto - The Incognito Tab for LLMs

arXiv:2608.18260v1 Announce Type: new Abstract: Large Language Models (LLMs) are being increasingly used in everyday applications.…

• A major challenge in the context of LLMs or Artificial Intelligence (A…
• These challenges have become more urgent with novel EU legislation.
• Uncertainty around LLM usage with respect to privacy concerns in EU co…

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GenEx: A Graph-Based Representational Paradigm for SARS-CoV-2 Variant Detection via Codon Co-occurrence Networks

arXiv:2608.…

• 18238v1 Announce Type: new Abstract: Genomic analysis on viruses such …
• These approaches use pairwise codon or nucleotide distance matrices to…
• We proposed GenEx, a pipeline that converts raw gene sequences into co…

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On the Triangle Inequality for the Jaccard Distance in Arbitrary Lattices

arXiv:2608.18194v1 Announce Type: new Abstract: This paper presents new theoretical results on generalizing the Jaccard distance for lattices and real valuations.…

• We demonstrate that when the valuation is strictly positive, monotone,…
• Moving to relatively complemented distributive lattices (which safely …
• Additionally, we adapt the symmetric-difference Jaccard formulation fo…

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Looped Language Models Improve Compositional Tool Calling

arXiv:2608.…

• 18171v1 Announce Type: new Abstract: Looped language models have shown…
• We study this question in compositional tool-calling settings, where m…
• We evaluate native and retrofitted looped language models on API-Bank,…

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Adversarial Review: Structured Disagreement for Grounded Agentic Code Review

arXiv:2608.…

• 18167v1 Announce Type: new Abstract: Early multi-agent LLM systems oft…
• Recent alternatives treat agents as passive tools (subagents), yet thi…
• We study whether a subagent paradigm can support a middle ground: mini…

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RDFdL: Integrating RDF with Differential Dynamic Logic

arXiv:2608.…

• 18165v1 Announce Type: new Abstract: Knowledge graphs modeled in RDF a…
• , systems described by differential equations, which is a critical gap…
• To solve this, we propose RDFdL, a framework that integrates RDF with …

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Efficient Adaptation of LLMs for Hate Speech Detection in Low-Resource Languages: A Comparative Study on Roman Urdu

arXiv:2608.…

• 18142v1 Announce Type: new Abstract: It is challenging to detect hate …
• A good example of such a challenge is Roman Urdu which is broadly used…
• The objective of this paper is to conduct a comprehensive assessment o…

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FraudBench: Stress-Testing Policy-Grounded Banking Agents Against Adaptive Fraud

arXiv:2608.…

• 18136v1 Announce Type: new Abstract: Conversational agents now act for…
• Banking is the clearest case: the same agent that answers a question c…
• Existing financial-fraud benchmarks classify static transactions or me…

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WIND AND SEA Reunite With ‘Parappa the Rapper’ for a Special 30th Anniversary Collection

SummaryWIND AND SEA pairs with 'PaRappa the Rapper' for a 30th-anniversary capsule featuring new Rodney Greenblat artwork.…

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• Launches August 22, 2026, alongside a special pop-up at Shinsaibashi P…
• WIND AND SEA has reconnected with PaRappa the Rapper once more for a c…

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