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03 / ARTICLE LEDGER

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  1. Long-Horizon AI Research for Grothendieck Constant: A Case Study in Human-AI Mathematical Collaboration 2026-08-12 · ARXIV
  2. Launch HN: Discovered Materials (YC P26) – AI agents to discover new materials 2026-08-12 · HACKER_NEWS
  3. AI Agent 的“自述”不可信：如何构建可取证、可评估、可进化的 Agent 生产流水线？ 2026-08-12 · JUEJIN
  4. [AINews] How to steal a Reasoning Trace 2026-08-12 · BLOGS_PODCASTS
  5. 从零开发一个 Coding Agent（七）：实现纯文本 Agent Loop 2026-08-12 · JUEJIN
  6. Accelerate cyber defense with OpenAI and AWS: Daybreak Red & Daybreak Blue now available to eligible customers on Amazon Bedrock 2026-08-12 · BLOGS_PODCASTS
  7. Deploying Anthropic Claude apps gateway for AWS for enterprise workloads 2026-08-12 · BLOGS_PODCASTS
  8. ArchAgent v2: A Case Study with the Data Prefetching Championship 2026-08-12 · ARXIV
  9. First Orion accelerates QA automation using Amazon Nova Act 2026-08-12 · BLOGS_PODCASTS
  10. How ONESTRUCTION built the Ishigaki-IDS foundation model with AWS GenAIIC 2026-08-12 · BLOGS_PODCASTS
  11. SHE: Trajectory-driven Safety Harness Evolution for LLM Agents 2026-08-12 · ARXIV
  12. 番外篇二：《不到十行代码，我用ReactAgen搭了个会自己调工具的 Agent》 2026-08-12 · JUEJIN
  13. How Pixieset achieved 35% AI feature adoption by solving the right problem with Amazon Bedrock 2026-08-12 · BLOGS_PODCASTS
  14. DSLE: A Learning Environment for Dark Souls Boss Encounters 2026-08-11 · ARXIV
  15. 让不同大模型共享一个 Agent：Pi 如何统一 Provider 与 Context Handoff 2026-08-11 · JUEJIN
  16. [AINews] Muse Glimmer and Spark: Open Weights return Personal Superintelligence promise 2026-08-11 · BLOGS_PODCASTS
  17. 光本位联合文心快码打造面向光电芯片研发的全栈AI Agent Lightmate 2026-08-11 · JUEJIN
  18. What's the best programming language for coding agents? 2026-08-11 · HACKER_NEWS
  19. TEPA: Revoking Stale Memories for Conflict-Robust Language Agents 2026-08-11 · ARXIV
  20. Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows 2026-08-11 · HACKER_NEWS
  21. Fisher-R1: Training LLM Agents for Reliable Hypothesis Testing 2026-08-11 · ARXIV
  22. PsychoAgent: An Affect-Sensitive Cognitive Architecture for Conflict-Aware Memory in LLM Agents 2026-08-11 · ARXIV
  23. How to build an AI agent: A simple guide for anyone 2026-08-10 · BLOGS_PODCASTS
  24. SkillProx: Self-Evolving Agent Skills via Proximal Textual Gradient Descent 2026-08-10 · ARXIV
  25. Interaction Creates Dynamical AI Behavior Absent in Isolation 2026-08-10 · ARXIV
  26. Docker Sandboxes – Disposable, isolated sandboxes for AI agents 2026-08-10 · HACKER_NEWS
  27. Show HN: A replayable A2A jury for tracing how agents influence decisions 2026-08-10 · HACKER_NEWS
  28. Real-time MCP interceptor that blocks .env reads and dangerous commands agents 2026-08-09 · HACKER_NEWS
  29. 一行代码没写，我用AI做了一个可以收费产品 2026-08-09 · JUEJIN
  30. 开源项目第180期：Omnigent — Databricks 出品的 AI Agent 元编排层，让 Claude Code、Codex、Cursor 统一管控 2026-08-08 · JUEJIN
  31. [AINews] Zawinski's Law of MultiAgents 2026-08-08 · BLOGS_PODCASTS
  32. Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026-08-08 · ARXIV
  33. 漫话火山 Milvus｜为 Agent、RAG 、语义搜索而生，AI 时代的极致性价比之选 2026-08-08 · JUEJIN
  34. Benchmarking and Enhancing LLMs for Rule-Intensive Review of National Standard Documents 2026-08-08 · ARXIV
  35. Benchmarking the Benchmarks: Evaluating Benchmarks for Conversational Agents 2026-08-08 · ARXIV
  36. How TReNDS automates root-cause analysis with Amazon Bedrock 2026-08-08 · BLOGS_PODCASTS
  37. TRAJDEBUG: Tracing Error Lifecycle to Identify Critical Failures in Long-Horizon Agent Trajectories 2026-08-08 · ARXIV
  38. How Cohere Health digitizes clinical policies using Amazon Bedrock AgentCore 2026-08-08 · BLOGS_PODCASTS
  39. Kitesurf: Agent-first browser that runs in V8 isolates 2026-08-07 · HACKER_NEWS
  40. CalibForge: Adversarial Solver Calibration for Scaling Learnable Terminal Tasks 2026-08-07 · ARXIV
  41. Resourced Authority A Mechanism-Design Model for Participatory Governance of Deployed AI Agents 2026-08-07 · ARXIV
  42. AV-AIVAT: 74x Cheaper Agent Evaluation with Certified Anytime-Valid Stopping in Imperfect-Information Games 2026-08-07 · ARXIV
  43. Tracing the Heart: An Evidence-Linked Pipeline for Heart-Failure Feature Engineering 2026-08-07 · ARXIV
  44. [AINews] AMD buys Taalas 2026-08-07 · BLOGS_PODCASTS
  45. The Bitter Lesson of Tool Calling 2026-08-07 · ARXIV
  46. Control agent behaviors and cost beyond a single action: new capabilities in Amazon Bedrock AgentCore 2026-08-07 · BLOGS_PODCASTS
  47. Humans missed 1 in 3 threats approving AI agent commands across 40k game runs 2026-08-07 · HACKER_NEWS
  48. Configure rate limits for AI traffic on AgentCore gateway 2026-08-07 · BLOGS_PODCASTS
  49. Securing AI agents with temporal policies in Amazon Bedrock AgentCore 2026-08-07 · BLOGS_PODCASTS
  50. [AINews] Jeff, Sanjay, Oriol, and Quoc depart DeepMind; Demis to Chair; Koray to SVP — what is going on at GDM??? 2026-08-06 · BLOGS_PODCASTS