Initial k1412 research blog

2026-08-10 02:00:15 +08:00
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+---
+{
+  "title": "Agent 到底凭什么说“完成了”",
+  "summary": "从任务结果、执行轨迹和失败行为出发，解释 Agent 完成声明需要哪些可验证证据。",
+  "date": "2026-07-27",
+  "updated": "2026-08-10",
+  "topic": "agent-systems",
+  "tags": ["agents", "evaluation", "evidence"],
+  "kind": "site",
+  "status": "published",
+  "visibility": "public",
+  "canonicalUrl": "https://agent-eval.k1412.top",
+  "sourceRepo": "https://git.k1412.top/wuyang/agent",
+  "preview": "/previews/agent-eval.jpg"
+}
+---
+
+独立专题站。中央博客保留索引，交互内容以原站为准。
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+---
+{
+  "title": "Agent 系统综述 2026：边界、构件、前沿与落地",
+  "summary": "以系统边界、核心构件、研究前沿和工程落地为主线组织 Agent 领域全貌。",
+  "date": "2026-07-28",
+  "updated": "2026-08-10",
+  "topic": "agent-systems",
+  "tags": ["agents", "architecture", "landscape"],
+  "kind": "site",
+  "status": "published",
+  "visibility": "public",
+  "canonicalUrl": "https://agent-landscape-2026.k1412.top",
+  "preview": "/previews/agent-landscape-2026.jpg"
+}
+---
+
+独立专题站。历史源码尚未迁入中央公开仓库。
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+---
+{
+  "title": "Agent 系统研究综述 2026：系统、生态、前沿与实践",
+  "summary": "连接 Agent 系统架构、生态项目、研究方向和实践约束的长篇研究综述。",
+  "date": "2026-07-28",
+  "updated": "2026-08-10",
+  "topic": "agent-systems",
+  "tags": ["agents", "ecosystem", "research"],
+  "kind": "site",
+  "status": "published",
+  "visibility": "public",
+  "canonicalUrl": "https://agent-review-2026.k1412.top",
+  "preview": "/previews/agent-review-2026.jpg"
+}
+---
+
+独立专题站。历史源码尚未迁入中央公开仓库。
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+---
+{
+  "title": "Astra 的十项数学结果：答案、正确性与理解开始脱钩",
+  "summary": "从十项数学结果、验证流程和人类理解成本分析 AI 辅助数学研究的新阶段。",
+  "date": "2026-08-06",
+  "updated": "2026-08-10",
+  "topic": "ai-research",
+  "tags": ["ai-math", "astra", "verification"],
+  "kind": "site",
+  "status": "published",
+  "visibility": "public",
+  "canonicalUrl": "https://astra-math.k1412.top",
+  "preview": "/previews/astra-math.jpg"
+}
+---
+
+独立研究文章站。中央博客保留统一入口。
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+---
+{
+  "title": "27B 推理优化：从基线到生产配置",
+  "summary": "记录 27B 模型在 llama.cpp 路径上的方案变化、三项速度指标和生产配置取舍。",
+  "date": "2026-07-28",
+  "updated": "2026-08-10",
+  "topic": "llm-systems",
+  "tags": ["inference", "llama.cpp", "optimization"],
+  "kind": "site",
+  "status": "published",
+  "visibility": "public",
+  "canonicalUrl": "https://llama-cpp-report.k1412.top",
+  "preview": "/previews/llama-cpp-report.jpg"
+}
+---
+
+独立报告站。历史源码尚未迁入中央公开仓库。
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+---
+{
+  "title": "LLM 技术图谱：从发展脉络到关键机制",
+  "summary": "以 Kimi K3 技术报告为锚点，组织语言模型发展、训练、推理和 DeepSeek 系列的专题课程。",
+  "date": "2026-07-30",
+  "updated": "2026-08-10",
+  "topic": "llm-systems",
+  "tags": ["deepseek", "history", "llm"],
+  "kind": "site",
+  "status": "published",
+  "visibility": "public",
+  "canonicalUrl": "https://llm-atlas.k1412.top",
+  "sourceRepo": "https://git.k1412.top/wuyang/llm-atlas",
+  "preview": "/previews/llm-atlas.jpg"
+}
+---
+
+独立课程站。源码在单独的公开仓库中持续维护。
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+---
+{
+  "title": "模型记忆的分水岭，不是容量，而是写入权",
+  "summary": "从写入权、更新语义和长期状态治理重新理解模型记忆系统的关键边界。",
+  "date": "2026-08-07",
+  "updated": "2026-08-10",
+  "topic": "llm-systems",
+  "tags": ["agents", "architecture", "memory"],
+  "kind": "site",
+  "status": "published",
+  "visibility": "public",
+  "canonicalUrl": "https://llm-memory.k1412.top",
+  "preview": "/previews/llm-memory.jpg"
+}
+---
+
+独立研究文章站。中央博客保留统一入口。