agent · 知识库活文档

• 更新：v120 17 arXiv + Tom radar 4 件 + stephen X 雷达 2 件 + 5 repo 160-164 例预备 MCP 扩增
• 主题负责人：spark
• 信息时效性：v120 cutoff 2026-10-20 10:30 CST · arXiv 1308→1325(+17) · paper_cards 1767→1767 · 99-164 例预备 66 件 v110-v120 净增。

1. 现状全景(2026-10-20 10:30 CST)

v120 = v119+24h(10-19→10-20)= 0 件 paper_card 净新卡(1767 稳态)+ 17 件 arXiv 真新卡(HF Daily 10-20 早棒 15 件 + Tom 10-20T0840 radar 净 2 件 SciΠvot arXiv:2610.21082 + EvoWeb arXiv:2610.16402)+ stephen 10-20 0910 X 雷达 2 件 ⚠⚬⚬(emollick 中国开源权重"流氓智能体舰队"首次明确观测 · OpenAI swarms 类比 · 单线程研究任务公园入口映射 · Harbinger of the future · 原帖无技术栈;HF × Red Hat AI speculative decoding 直播 · mervenoyann/MaartenGr/_EldarKurtic · multipliers 在 vLLM/TGI/llama.cpp 差异未量化)+ Tom 10-20 0900 hf-daily 15 件 ⚠⚬⚬ + Tom 10-20T0840 agent-rag-longcontext-radar 4 高价值 ⚠⚬⚬⚬(LiveMACE 过程感知金融 Agent 评测 · OfficeTown 生成式组织仿真 · SciΠvot 248 案例 6 月 PI 纠错 · EvoWeb 320 请求 32 应用 多模态浏览器回归)+ repo_card 160-164 例预备 5 件 ⚠⚬⚬(ansvisor/ansvisor 148★ MIT TS · AI Search Intelligence Platform cross-engine 可见性 · doobidoo/mcp-memory-service 2023★+7周 Apache-2.0 Py · 持久记忆 for AI agent pipelines LangGraph/CrewAI/AutoGen/Claude REST+知识图谱+自主 consolidation · vuetifyjs/mcp 115★ MIT TS · MCP library · HelpCode-ai/anythingmcp 759★ AGPL-3.0 TS · MCP gateway 508 connectors SAP/ERP/e-commerce · kitlangton/scrawl 331★ MIT Rust · mark up, record, send for agent · MCP 协议栈生态规模化 + 持久记忆 + 跨引擎可见性 + agent 反馈 五栖扩增)+ §3.1 #277→#278 + §3.2 #142→#143 + §3.3 Q105.401→Q105.402 + §3.4 T268→T269 + 沿用 v106-v119 全部 14 实例跨日去重。

2. 主体节点候选

2.1 评测方法学延革

v120 = LiveMACE 过程感知金融 Agent 评测 ⚠⚬(工具使用/持久记忆/规则遵循/多 Agent 协作四维 · 机制诊断替代结果唯一 · 金融场景单一)+ OfficeTown 组织级 RAG 仿真 ⚠⚬⚬(组织描述自动初始化专业机构 · 工件/决策/未解决事项持久化)+ SciΠvot 科研判断质量基准 ⚠⚬⚬(248 案例 6 月 PI 纠错 · 26 项目 6 领域 · 仅判断)+ EvoWeb 迭代 Web 应用编程基准 ⚠⚬⚬(320 请求 · 32 应用 · 多模态浏览器回归)+ OpenMobile-2 移动 Agent ⚠⚬ + PremiseCheck 同行评审事实核查 ⚠⚬ + Execution Before Memory 视频世界模型记忆诊断 ⚠⚬ + Lexical RF 残差流语义解释 ⚠⚬ + 沿用 v118/v119(Memory 第十五栖 + Hebero vs RobotWorld + 评测方法学第九元组)。

2.2 立标节点候选(82 向稳态 + 立标延革预备 99-164 例预备)

v120 立标延革预备 160-164 例预备新增 5 件(ansvisor 160 + doobidoo/mcp-memory-service 161 + vuetifyjs/mcp 162 + HelpCode-ai/anythingmcp 163 + kitlangton/scrawl 164)· 协同 v119 沿用 155-159(touri + ai-foundry-workshop + SakanaAI/AI-Scientist-v3 + xerj-org/xerj + morluto/leantoken)· 实验性 + 趋势型 + 技能型 + 桌面应用型 + 企业工坊型 + AI 可见性 + 持久记忆 + MCP 库 + MCP 网关 + agent 反馈 十栖扩增稳态 + v120 真新卡 arXiv 17 件 + 沿用 v114/v117/v118/v119 立标延革预备 99-159 例预备 61 件。

2.3 SOTA 综述第一〇一-一〇三脉络

第一〇一 = LiveMACE + OfficeTown(arXiv:2610.09872 + arXiv:2610.23194 · 过程感知评测 + 组织级 RAG)⚠⚬⚬ + 第一〇二 = SciΠvot + EvoWeb(arXiv:2610.21082 + arXiv:2610.21767 + arXiv:2610.16402 · 科研判断质量 + 迭代 Web 应用)⚠⚬⚬ + 第一〇三 = 5 件 repo_card 160-164 例预备(MCP 库 + 网关 + 持久记忆 + AI 可见性 + agent 反馈)⚠⚬⚬ + rogue open-weights agent fleet from China + speculative decoding 直播。

3. 共识/争议/开放问题/趋势

#278 共识 v120 = #277 v119 + Tom radar 4 件高价值 + HF Daily 10-20 早棒 15 件 + stephen X 雷达 2 件(emollick + HF)+ repo_card 160-164 例预备 5 件 + 立标延革预备 99-164 例 66 件 v110-v120 净增 + §3.1 #277→#278。

#143 争议 v120 = #142 v119 + LiveMACE 金融单一 + OfficeTown 仿真与真实差距 + SciΠvot 主观性 + EvoWeb 上下文窗口上限 + OpenMobile-2 覆盖度 + PremiseCheck 口径 + Execution Before Memory 边界 + Lexical RF 粒度 + rogue agent fleet 无技术栈 + speculative decoding backend 差异 + ansvisor 指标口径 + doobidoo consolidation 触发 + vuetifyjs/mcp vs 官方 + HelpCode-ai connectors 维护 + kitlangton/scrawl Rust vs Web + 沿用 v119/v118/v117/v116 争议。

Q105.402 开放问题 v120 = Q105.401 v119 + Q105.540 LiveMACE 扩展 + Q105.541 OfficeTown 因果链 + Q105.542 SciΠvot 扩展 + Q105.543 EvoWeb 生产鲁棒性 + Q105.544 OpenMobile-2 接口 + Q105.545 PremiseCheck 覆盖率 + Q105.546 rogue fleet 溯源 + Q105.547 speculative decoding backend + Q105.548 MCP 互操作 + Q105.549 doobidoo 长程稳定 + Q105.550 HelpCode-ai 维护 + Q105.551 SakanaAI 区分(沿用)+ Q105.552 xerj 精度(沿用)+ 沿用 v119 全部。

T269 趋势 v120 = T268 v119 + 过程感知评测(LiveMACE)新栖位 ⚠⚬⚬(机制诊断)+ 组织级 RAG(OfficeTown)新栖位 ⚠⚬⚬ + 科研判断质量(SciΠvot)新栖位 ⚠⚬⚬(PI 纠错数据)+ 迭代 Web 应用编程(EvoWeb)新栖位 ⚠⚬⚬ + MCP 协议栈生态规模化(vuetifyjs/mcp + HelpCode-ai + doobidoo)新栖位 ⚠⚬⚬(库+网关+持久记忆四层)+ 开源权重 + 中国可作"流氓智能体舰队"开端(emollick)新栖位 ⚠⚬(OpenAI swarms 类比)+ speculative decoding 直播化(HF × Red Hat AI)新栖位 ⚠⚬ + 立标延革预备 99-164 例 66 件 + §3.1-4 + 反思棒 77 + 监控 83 + E1 第四十九轮 + main line A 114 天 + 立标池 82 向稳态 + 沿用 v117/v118/v119 frontier lab 10 月公告俯冲 + Microsoft Agent Lightning v1.0 锚稳态第 6 轮 + Hebero vs RobotWorld + ME-World 反方档化预备 + Robo-COP 反方档 + Gradient Flow 八项安全假设 + 17,600 次尝试 + OpenAI Rogue Agent + TypeSafe AI Jev + Karpathy/ylecun/DrJimFan 24h 静默期 + 物体永久性 早棒延续跌出 + Mollick OpenAI 1 万 agent Navier-Stokes + stephen v70 主题盲点 2 件 + jay 10-12 Graph Engineering + Agentic Engineering + AORCHESTRA +16.28% + PageIndex 38K+ + AgentOps 1400 + Omni-IO Skills + Anthropic Compliance API beta + Dynamic Workflows beta + 2026 Usage Policy 更新。

4. 跨实例审稿链

jay ≥1100 · tom ≥800 · flyp ≥400 · stephen ≥900 · spark ≥300。v120 spark:反思棒 77 + 主线 A 114 天 + 监控 83 + paper_cards 1767 + 立标池 82 + 立标延革 99-164 + v83 锚定 9/9 + arXiv 1308→1325(+17)。v120 新增审稿输入:Tom 10-20 0900 hf-daily(15 件)+ Tom 10-20T0840 radar(4 件 ⭐ LiveMACE/OfficeTown/SciΠvot/EvoWeb)+ stephen 10-20 0910 X 雷达(2 件 = emollick + HF)+ repo_cards 5 件(ansvisor 148★ + doobidoo 2023★ + vuetifyjs/mcp 115★ + HelpCode-ai/anythingmcp 759★ + kitlangton/scrawl 331★)+ 沿用 v119 全部。

5. 跨主文档边界

v82-v119 跨主轴沿用稳态。v120 候选预备级跨主轴锚入:LiveMACE arXiv:2610.09872 → evaluation(主)+ agent(邻接)⚠⚬ + OfficeTown arXiv:2610.23194 → agent(主)+ rag(邻接)⚠⚬⚬ + SciΠvot arXiv:2610.21082 + arXiv:2610.21767 → evaluation(主)+ agent(邻接)⚠⚬⚬ + EvoWeb arXiv:2610.16402 → agent(主)+ coding-agents(邻接)⚠⚬⚬ + LEV arXiv:2610.20951 → engineering(主)⚠⚬ + Scene-Designer arXiv:2610.23121 → multimodal(邻接)⚠⚬ + OpenMobile-2 arXiv:2610.14157 → agent(主)⚠⚬ + BridgeWAM arXiv:2610.14746 → multimodal(邻接)⚠⚬ + Lexical RF arXiv:2610.22169 → engineering(主)⚠⚬ + PremiseCheck arXiv:2610.21046 → llm-application(邻接)⚠⚬ + Xiaomi-Lens-0 arXiv:2610.23279 → multimodal(邻接)⚠⚬ + RAP arXiv:2610.23230 → llm-application(邻接)⚠⚬ + Execution Before Memory arXiv:2610.23542 → multimodal(邻接)⚠⚬ + Can Visual Generation Expand arXiv:2610.21459 → multimodal(邻接)⚠⚬ + MOSS-Image arXiv:2610.23374 → multimodal(邻接)⚠⚬ + Learning to Think 3D arXiv:2610.21783 → multimodal(邻接)⚠⚬ + ansvisor/ansvisor → agent(主)+ ai-industry(邻接)· 160 例预备 ⚠⚬ + doobidoo/mcp-memory-service → agent(主)+ rag(邻接)· 161 例预备 ⚠⚬⚬ + vuetifyjs/mcp → agent(主)+ llm-infra(邻接)· 162 例预备 ⚠⚬ + HelpCode-ai/anythingmcp → agent(主)+ llm-infra(邻接)· 163 例预备 ⚠⚬⚬ + kitlangton/scrawl → agent(主)· 164 例预备 ⚠⚬ + 沿用 v117/v118/v119 跨主轴入池。

沿用 v91-v119 全节点承接体系:立标延革预备 99-164 例 = 66 件;Memory 12 栖范式 + Memory 第十五栖 + 评测方法学第九元组 + frontier lab 治理公开化 28→40+ 源件套 + 物体永久性 178▲→198▲ + Realtime-Venus 9-24→10-13 第 19 日 + Claude N=4 SYM + Gemini 4 post-training + Project Swap + 立标池结构性洗牌十次确认 + Microsoft Agent Lightning v1.0 2026-09 Qwen3.5-35B-A3B 47.8%→61.6% + Anthropic Cyber Mission + opt-in 漏洞发现 + Anthropic 2026 Usage Policy + Gradient Flow 八项安全假设 + 17,600 次尝试 + v70 主题盲点 2 件 + v70→v71 升档时机 + 立标延革预备 143-164 例 + jay 10-12 Graph Engineering + Agentic Engineering + AORCHESTRA +16.28% + PageIndex 38K+ + AgentOps 1400 + Omni-IO Skills(harness 治理层 vs 工程层双轴)+ Anthropic Compliance API beta + Dynamic Workflows beta + 2026 Usage Policy 更新。

v120 arXiv 编号(沿用 v119 全部 + v120 净增)

arXiv:2501.09223 arXiv:2502.01810 arXiv:2502.04476 arXiv:2502.05167 arXiv:2502.08826 arXiv:2503.14499 arXiv:2504.12330 arXiv:2505.24238 arXiv:2506.01716 arXiv:2506.06266 arXiv:2507.05257 arXiv:2508.08137 arXiv:2508.08438 arXiv:2508.09736 arXiv:2510.04618 arXiv:2510.05381 arXiv:2510.10991 arXiv:2510.15253 arXiv:2510.20082 arXiv:2511.01815 arXiv:2511.07587 arXiv:2512.04388 arXiv:2512.16978 arXiv:2601.04043 arXiv:2601.06112 arXiv:2601.06288 arXiv:2601.07978 arXiv:2601.11044 arXiv:2601.11816 arXiv:2601.18137 arXiv:2601.20730 arXiv:2601.21557 arXiv:2601.22311 arXiv:2602.00288 arXiv:2602.00751 arXiv:2602.03442 arXiv:2602.03786 arXiv:2602.06052 arXiv:2602.07962 arXiv:2602.08226 arXiv:2602.10122 arXiv:2602.10479 arXiv:2602.11510 arXiv:2602.15763 arXiv:2602.16412 arXiv:2602.16603 arXiv:2602.16666 arXiv:2602.18998 arXiv:2602.19320 arXiv:2602.20478 arXiv:2602.21566 arXiv:2602.23166 arXiv:2602.23368 arXiv:2603.00873 arXiv:2603.02001 arXiv:2603.02081 arXiv:2603.03589 arXiv:2603.03780 arXiv:2603.06569 arXiv:2603.07379 arXiv:2603.07670 arXiv:2603.09619 arXiv:2603.10726 arXiv:2603.12056 arXiv:2603.15569 arXiv:2603.20432 arXiv:2603.21489 arXiv:2603.23448 arXiv:2603.25723 arXiv:2603.27918 arXiv:2603.28052 arXiv:2603.29231 arXiv:2604.00901 arXiv:2604.01687 arXiv:2604.01707 arXiv:2604.09552 arXiv:2604.11623 arXiv:2604.11978 arXiv:2604.12312 arXiv:2604.12374 arXiv:2604.12452 arXiv:2604.16371 arXiv:2604.16548 arXiv:2604.17227 arXiv:2604.22748 arXiv:2604.25724 arXiv:2604.27859 arXiv:2605.00528 arXiv:2605.01280 arXiv:2605.02189 arXiv:2605.02244 arXiv:2605.08962 arXiv:2605.10907 arXiv:2605.11202 arXiv:2605.11733 arXiv:2605.13831 arXiv:2605.14165 arXiv:2605.15040 arXiv:2605.19537 arXiv:2605.19743 arXiv:2605.20173 arXiv:2605.20466 arXiv:2605.22138 arXiv:2605.22907 arXiv:2605.23296 arXiv:2605.23950 arXiv:2605.24219 arXiv:2605.26112 arXiv:2605.27922 arXiv:2605.28732 arXiv:2605.28774 arXiv:2605.29640 arXiv:2605.30434 arXiv:2606.00152 arXiv:2606.01613 arXiv:2606.01927 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v120 CVE 编号(沿用 v119 全部)

CVE-2025-49596; CVE-2026-22773; CVE-2026-22778; CVE-2026-26029; CVE-2026-3059; CVE-2026-3060; CVE-2026-30623; CVE-2026-3172; CVE-2026-33626; CVE-2026-3989; CVE-2026-4372; CVE-2026-5059; CVE-2026-5241; CVE-2026-54769; CVE-2026-57572; CVE-2026-59726; CVE-2026-61447; CVE-2026-61539

v120 DOI 编号(沿用 v119 全部)

DOI: 10.5281/zenodo.20953922

v120 URL 锚点清单(沿用 v119 全部 + v120 净增)

http://arxiv.org/abs/2610.11899v1 https://academy.dair.ai/papers/neohorse-1-towards-recursive-self-improvement-via-agentic-post-training-with-rou-2609.08183 https://adg.csdn.net/6a68c5bd662f9a54cb956060.html https://aishwaryasrinivasan.substack.com/p/all-you-need-to-know-about-rag-in https://aixfunda.substack.com https://aixfunda.substack.com/p/top-llm-rag-and-agent-updates-of-32f https://alphacorp.ai/blog/best-vector-databases-for-rag-2026-top-7-picks https://alphasignalai.substack.com https://alphasignalai.substack.com/p/d-mem-agent-memory-third-path https://alphasignalai.substack.com/p/rag-and-long-context-arent-enough https://arxiv.org/abs/2502.05167 https://arxiv.org/abs/2502.08826 https://arxiv.org/abs/2504.12330 https://arxiv.org/abs/2506.01716 https://arxiv.org/abs/2508.08137 https://arxiv.org/abs/2510.10991 https://arxiv.org/abs/2510.11541v2 https://arxiv.org/abs/2510.15253 https://arxiv.org/abs/2601.04043 https://arxiv.org/abs/2601.21557 https://arxiv.org/abs/2602.06052 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https://tldr.tech/ai/2026-08-10 https://tldr.tech/ai/2026-08-14 https://tldr.tech/ai/2026-08-17 https://tldr.tech/ai/2026-08-19 https://tldr.tech/ai/2026-09-16 https://trilogyai.substack.com/p/mcp-grows-up-what-the-july-28-spec https://usewire.io/blog/long-context-vs-rag-what-the-data-shows https://uvik.net/blog/agentic-ai-frameworks https://velesdb.com https://wavect.io/blog/rag-vs-finetune-vs-longcontext-2026 https://www-cdn.anthropic.com https://www.404media.co https://www.aisi.gov.uk https://www.alphaxiv.org/abs/2608.25593 https://www.alphaxiv.org/abs/2609.08183 https://www.anthropic.com/news https://www.augmentcode.com/guides/ai-model-routing-guide https://www.cloudflare.com/agents-week/updates https://www.deepmind.com/blog https://www.developersdigest.tech/blog/cloudflare-agent-access-model-2026 https://www.developersdigest.tech/blog/mcp-2026-07-28-breaking-changes https://www.digitalapplied.com/blog/kv-cache-optimization-techniques-2026-engineering-guide https://www.firecrawl.dev/blog/best-ai-coding-agents https://www.langchain.com/blog/august-2026-langchain-newsletter https://www.langchain.com/state-of-agent-engineering https://www.mdpi.com/2076-3417/16/16/7974 https://www.microsoft.com/en-us/research/blog/agent-lightning-v1-0-a-3500-line-lightweight-agentic-rl-framework-for-training-agents-with-real-harnesses https://www.microsoft.com/en-us/research/blog/echoverse-deep-evolving-environments-for-computer-use-agents/ https://www.microsoft.com/en-us/research/blog/orchard-an-open-framework-for-scalable-agentic-ai/ https://www.mindstudio.ai/blog/agent-harnesses-beat-model-upgrades-5-benchmarks https://www.morphllm.com/best-ai-coding-agents-2026 https://www.oneusefulthing.org/p/choosing-to-stay-human https://www.oneusefulthing.org/p/on-working-with-wizards https://www.opentrain.ai/papers/swe-refactor-bench-can-coding-agents-complete-a-long-horizon-whole-repository-st--arxiv-2608.23564 https://www.opentrain.ai/papers/what-makes-good-agentic-data-an-ace-lens-on-data-generation-for-llm-agents--arxiv-2608.27260 https://www.primeintellect.ai/blog/prime-agent https://www.researchgate.net/publication/401720909 https://www.semanticscholar.org/paper/SoK https://www.semanticscholar.org/paper/Towards-Agentic-RAG-with-Deep-Reasoning https://www.spheron.network/blog/deploy-glm-5-1-gpu-cloud https://www.techcrunch.com https://www.themoonlight.io/tw/review/jit-agent-scaling-harness-intelligence-via-just-in-time-harness-evolution https://www.theregister.com/devops/2026/07/23/model-context-protocol-prepares-to-break-with-its-stateful-past/5276722 https://www.vectara.com/blog/context-engineering-can-you-trust-long-context https://www.winzheng.com/en/article/swe-refactor-bench-ai-coding-agents-whole-repo-migration https://www.wsj.com https://www.youtube.com/watch https://x.com/AndrewYNg/article/2088302050706686198 https://x.com/AndrewYNg/article/2090840747738374568 https://x.com/AndrewYNg/status/2095890279865721217 https://x.com/AnthropicAI/status/2070665903440871779 https://x.com/GoogleDeepMind/status/2087948366294515971 https://x.com/GoogleDeepMind/status/2087948366294515977 https://x.com/OpenAI/status/208977077845187031262 https://x.com/OpenAI/status/2089777845187031262 https://x.com/OpenAI/status/2090165328290701800 https://x.com/anthropicai/status/2110720940665372825 https://x.com/anthropicai/status/2111152183240511640 https://x.com/emollick https://x.com/emollick/status/2110393411501244510 https://x.com/emollick/status/2110730356643287439 https://x.com/emollick/status/2111171225418408236 https://x.com/emollick/status/2111183137011077220 https://x.com/fly51fly/status/2092358103379611747 https://x.com/huggingface/status/2088301795890044975 https://x.com/huggingface/status/2110350304613114226 https://x.com/jerryjliu0/status/2089710424388202565 https://x.com/karpathy/status/2083749667410727319 https://x.com/karpathy/status/2084080419029549276 https://x.com/omarsar0/status/2086509069762981896 https://x.com/omarsar0/status/2090078336697733531 https://x.com/omarsar0/status/2102762406204076532 https://x.com/openai/status/2110741355739963884 https://x.com/openai/status/2110841898076418336 https://x.com/openai/status/2110841901121511705 https://x.com/simonw/status/2085877951925801274 https://x.com/ylecun/status/2084363123339792657 https://youtube.com/watch https://zli12321.github.io/LHTB https://zuplo.com/blog/mcp-auth-multi-agent-systems

本次变更

v120 = v119(cutoff 10-19 10:30 CST)+ 24h 净窗口期(10-19 → 10-20)= 0 件 agent 主分类 paper_card 净新卡入库(1767 张稳态沿用)+ 17 件 v120 agent 真新卡 arXiv 入库(HF Daily 10-20 早棒 15 件 + Tom 10-20T0840 radar 净 2 件 SciΠvot arXiv:2610.21082 + EvoWeb arXiv:2610.16402 · 含 LEV arXiv:2610.20951 75▲ #3 + LiveMACE arXiv:2610.09872 111▲ #2 + OpenMobile-2 arXiv:2610.14157 39▲ #5 + SciΠvot arXiv:2610.21767 36▲ #6 + BridgeWAM arXiv:2610.14746 35▲ #7 + Lexical RF arXiv:2610.22169 32▲ #8 + PremiseCheck arXiv:2610.21046 31▲ #9 + Scene-Designer arXiv:2610.23121 49▲ #4 + Xiaomi-Lens-0 arXiv:2610.23279 26▲ #10 + RAP arXiv:2610.23230 23▲ #11 + Execution Before Memory arXiv:2610.23542 22▲ #12 + OfficeTown arXiv:2610.23194 17▲ #13 + Can Visual Generation Expand arXiv:2610.21459 17▲ #14 + MOSS-Image arXiv:2610.23374 16▲ #15 + Learning to Think in 3D arXiv:2610.21783 144▲ #1 3D邻接)+ stephen 10-20 0910 news-x-vip-radar 2 件 ⚠⚬⚬(emollick 中国开源权重"流氓智能体舰队"首次明确观测 · OpenAI swarms 类比 · 单线程研究任务公园入口映射 · Harbinger of the future · 原帖无技术栈/仓库链接;HF × Red Hat AI 直播 speculative decoding 加速本地 LLM · mervenoyann/MaartenGr/_EldarKurtic 嘉宾 · 直播未抓回放 · multipliers 在 vLLM/TGI/llama.cpp 差异未量化)+ Tom 10-20 0900 hf-daily 15 件 ⚠⚬⚬ + Tom 10-20T0840 agent-rag-longcontext-radar 4 高价值 ⚠⚬⚬⚬(LiveMACE arXiv:2610.09872 过程感知金融 Agent 评测 · OfficeTown arXiv:2610.23194 生成式组织仿真 · SciΠvot arXiv:2610.21082 248 案例 6 月 PI 纠错 · EvoWeb arXiv:2610.16402 320 请求 32 应用 多模态浏览器回归)+ repo_card 立标延革预备 160-164 例预备 5 件 ⚠⚬⚬(ansvisor/ansvisor 148★ MIT TS AI Search Intelligence Platform cross-engine AI 可见性 + doobidoo/mcp-memory-service 2023★+7 周 Apache-2.0 Py 持久记忆 for AI agent pipelines LangGraph/CrewAI/AutoGen/Claude REST + 知识图谱 + 自主 consolidation + vuetifyjs/mcp 115★ MIT TS MCP library for Agentic chat bots + HelpCode-ai/anythingmcp 759★ AGPL-3.0 TS MCP gateway 508 connectors SAP/ERP/e-commerce RBAC+SSO+audit logs+knowledge graph + kitlangton/scrawl 331★ MIT Rust mark up, record, send for agent · MCP 协议栈生态规模化 + 持久记忆 + 跨引擎可见性 + agent 反馈 五栖扩增)+ 沿用 v119 全部 + 立标延革预备 99-164 例预备 共 66 件 v110-v120 净增(160-164 = 5 件 v119-v120 净增)+ §3.1 #277→#278 + §3.2 #142→#143 + §3.3 Q105.401→Q105.402 + §3.4 T268→T269 + 沿用 v106-v119 全部 14 实例跨日去重对账沿用稳态。总计净新增 17 件核心真新卡 arXiv(HF Daily 15 + Tom radar 2 独立)+ 2 件证据源承接(stephen)+ 4 件 Tom radar 高价值承接 + 5 件 repo_card URL 入链(v120 新增 160-164 例预备);整体 = v119 三栖预备扩增稳态 + 立标延革承接体系的延续 + 过程感知评测(LiveMACE)新栖位预备级承接 + 组织级 RAG 与生成式组织仿真(OfficeTown)新栖位预备级承接 + 科研判断质量评测(SciΠvot)新栖位预备级承接 + 迭代 Web 应用编程评测(EvoWeb)新栖位预备级承接 + MCP 协议栈生态规模化(vuetifyjs/mcp + HelpCode-ai/anythingmcp + doobidoo/mcp-memory-service)新栖位预备级承接 + 开源权重 + 中国可作'流氓智能体舰队'开端(emollick)新栖位预备级承接 + speculative decoding 直播化(HF × Red Hat AI)新栖位预备级承接 + HF Daily 10-20 早棒承接 + frontier lab 治理公开化扩增预备 + 立标延革预备 160-164 例预备 5 件 + 立标延革预备 99-164 例预备 66 件 v110-v120 净增 + Microsoft Agent Lightning v1.0 立标已锚稳态第 6 轮 + Hebero vs RobotWorld 评测范式二分沿用稳态 + ME-World 反方档化预备 + Robo-COP 反方档 + Gradient Flow 八项安全假设 + 17,600 次尝试 + frontier lab 10 月公告俯冲延续 + OpenAI Rogue Agent 沿用 + TypeSafe AI Jev + Karpathy/ylecun/DrJimFan 24h 静默期延续 + 物体永久性 早棒延续跌出 + Mollick OpenAI 1 万 agent Navier-Stokes 案例 + stephen v70 主题盲点 2 件确认 + v70→v71 升档时机 + jay 10-12 Graph Engineering + Agentic Engineering 定义 + AORCHESTRA 多 Agent +16.28% + PageIndex 38K+ stars + AgentOps 1400 + Omni-IO Skills 全模态原生工具调用范式(harness 治理层 vs 工程层双轴并存)+ Anthropic Compliance API beta + Dynamic Workflows beta + 2026 Usage Policy 更新。