让AI自动发现任务规范，在上下文中动态学习，实现更强自主推理能力。
arXiv:2607.09794v1 Announce Type: new Abstract: Context learning is an emerging inference-time task where LLMs must learn and apply novel, task-specif…
荣耀与阿里强强联手，下一代Agentic OS或将重新定义终端智能体验，引领AI从工具走向伙伴。
IT之家 7 月 14 日消息，荣耀将于 7 月 18 日在 2026 世界人工智能大会（WAIC 2026）举办“从数字屏幕到具身智能 —— 物理世界新范式”分论坛。 据新浪科技今日报道，从荣耀内部渠道获悉， 荣耀与阿里将官宣重磅合作 。据此前公开消息，本次论坛将聚焦 AI 的智能度和生命感，探讨…
这篇arXiv论文提出面向Agentic LLM系统的共享选择性持久记忆机制，解决多智能体协作中的记忆共享与选择性持久化问题，是AI大模型研究前沿。
arXiv:2607.09493v1 Announce Type: new Abstract: Agentic LLM systems that generate code through multi-turn tool use face a fundamental context problem:…
斯坦福研究发现agentic任务token消耗是普通聊天千倍，作者正在构建系统应对token经济挑战。
I have launched 12 AI systems for South African businesses. Every single one hit the same wall: token economics. OpenAI shipped ChatGPT Work yesterday…
这篇被VLDB 2026录用的论文，将Git版本控制思想引入数据湖，为代理湖屋（agentic lakehouse）提供数据版本管理新范式。
arXiv:2607.08319v1 Announce Type: cross Abstract: We present GitLake, a Git-for-data design for an agent-first lakehouse. The system lifts single-tabl…
突破传统NAS依赖人工搜索空间的限制，借助LLM在开放空间中自主生成最优网络架构。
arXiv:2607.07984v1 Announce Type: new Abstract: Neural architecture search (NAS) methods have grown increasingly efficient, yet they remain bounded by…
AI赋能个性化教育新突破，DeepTutor用代理模式解决大模型与RAG系统缺乏自适应反馈的痛点。
arXiv:2604.26962v3 Announce Type: replace-cross Abstract: Education is one of the most promising real-world applications for Large Language Models (LL…
将Agentic AI与检索增强模型结合，重新定义保险直通式核保的自动化能力
arXiv:2607.07858v1 Announce Type: cross Abstract: Artificial intelligence (AI) is beginning to reshape actuarial practice, particularly in domains tha…
探索智能体AI在科学软件开发中的创新应用，前沿研究揭示LLM驱动的新范式。
arXiv:2607.02703v1 Announce Type: cross Abstract: In this paper, we describe LLMoxie, an institutional AI platform whose three-tiered architecture sup…
Java开发者的代理工作流实战：教你用四步检查判断何时该用Agent，告别盲目堆砌复杂流程。
Introduction "Agent" has become the word for any program that calls an LLM more than once, which makes it a word worth being precise about. An agent, …
首个面向数据智能体的综合基准测试，涵盖多维度评估，推动Agent在数据分析场景落地。
arXiv:2607.01647v1 Announce Type: cross Abstract: Data science aims to derive actionable insights from heterogeneous raw data, unlocking the value of …
文件级错误定位新范式：用Agentic RAG让大模型智能追踪代码漏洞，准确率提升显著
arXiv:2605.17965v2 Announce Type: replace-cross Abstract: Bug localization remains a key bottleneck for large language model (LLM)-based software main…
机器人自主技能发现新范式，Agentic方法让机器人学会自主探索和习得技能
arXiv:2607.00272v1 Announce Type: cross Abstract: Traditional robot programming is challenging: it requires orchestrating multimodal perception, manag…
揭秘智能体信息检索新范式：将数据驱动优化从模型转向工作环境本身
arXiv:2607.00016v1 Announce Type: cross Abstract: Information localization within massive repositories is a cornerstone of agentic LLM systems. While …
ShopX用基础模型打通购物意图到商品匹配，Agent电商新范式！
arXiv:2606.31693v1 Announce Type: cross Abstract: The wave of AI-native applications is moving shopping beyond page- and feed-based browsing toward in…
揭秘Agentic AI背后“线路工程”的精髓，如何构建包裹LLM的骨架以应对现实不完美
Harness Engineering 101 — สิ่งที่อยู่ใต้พรมของ Agentic AI บทความก่อนเราคุยกันเรื่อง "จาก LLM เปล่า → Agentic AI" แบบ 7 layer คราวนี้มาดูว่าภายในแต่ละ …
从“查找信息”到AI主动处理，Vannevar Bush的预言在Agentic AI时代如何终结静态信息？
Article URL: https://ajaishar.github.io/blog/2026/the-end-of-static-information/ Comments URL: https://news.ycombinator.com/item?id=48737137 Points: 1…
提出智能体AI管道融合大语言模型，实现设备级能源异常检测与个性推荐，前沿技术落地场景。
arXiv:2606.28467v1 Announce Type: new Abstract: Appliance-level energy monitoring in office buildings produces noisy alerts that non-expert facility m…
OpenAI最新研究，基于Codex实验揭示AI从工具向自主智能体转变的关键证据。
Article URL: https://cdn.openai.com/pdf/5d1e1489-21c0-43e4-9d42-f87efdbf0082/the-shift-to-agentic-ai-evidence-from-codex.pdf Comments URL: https://new…
系统梳理自主AI系统构建全栈知识，从第一原理到生产部署，一份从业者必读的深度参考。
arXiv:2606.24937v1 Announce Type: new Abstract: The Hitchhiker's Guide to Agentic AI is a comprehensive practitioner's reference for building autonomo…