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鸿蒙智行问界新 M8 开启预售：华为乾崑智驾 ADS 5、面向未来的 L3 架构设计，38.98 万元起
IT之家 9 月 30 日消息，鸿蒙智行问界汽车今日宣布，问界新 M8 开启预售，号称“十五亿投入，六大新跃升，重新定义家庭智慧旗舰 SUV 全新标准”， 预售价格 38.98 万元起 。 据介绍，问界新 M8 拥有全新天地万象车色 + 全新豪华轮毂 + 鲲鹏设计，内饰采用奢雅拼色设计，配备 C 型…
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Molecular LLM Agents: From Architectural Design to Scientific Autonomy
分子科学遇上大模型智能体，从架构设计到自主科研，一文看尽前沿突破。
arXiv:2608.23104v1 Announce Type: cross Abstract: Molecular science represents an important frontier for LLM-based agents. Unlike general agents that …
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Physical Agentic AI: An Architecture for Orchestrating a Robot Crew with LLMs
用LLM统一调度多台机器人协作，开启物理世界智能体的全新架构思路。
arXiv:2608.22657v1 Announce Type: cross Abstract: Agentic AI frameworks interpret open-ended task goals and decompose them into multi-step plans. Rich…
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OzBrain's Shared Memory Architecture: How Multi-Agent Teams Avoid Re-Explaining Context Across Sessions
多智能体团队如何通过共享记忆架构告别重复解释上下文，直击协作痛点。
When you run multiple agents across Claude, ChatGPT, and Cursor, each one starts from scratch unless you manually paste context into every session. Oz…
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Replayable Node.js Content Moderation Contracts for JSON Chat Completions
可重放合同设计让Node.js内容审核边界清晰，AI分类与应用决策解耦，护航JSON对话接口更安全。
Short answer: Treat content moderation as a typed authorization boundary: a Node.js upload should remain pending until a chat-completions-compatible a…
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Architectural Implications of Agentic AI Workflows
Agentic AI工作流正在重塑系统架构，论文剖析关键架构约束与扩展路径，AI架构师不可错过。
arXiv:2608.04458v1 Announce Type: new Abstract: Agentic AI is emerging in datacenters, but its architectural implications remain unexplored. We organi…
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How OpenAI built a realtime system for responsive voice AI in six months
OpenAI亲述，六个月打造低延迟实时语音系统的技术路线与架构取舍
Article URL: https://openai.com/index/continuous-voice-interaction-with-gpt-live/ Comments URL: https://news.ycombinator.com/item?id=49162469 Points: …
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Ask HN: I still don't understand why AI agents need "skills"
AI 智能体为何需要“技能”？用 Markdown 文档真的够吗？HN 开发者吵出了架构真相。
I’ve asked AI a few times and I still don’t get it. Why do frameworks like Claude Code or Codex have the concept of “skills” instead of just using wel…
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The anatomy of an AI agent on Google Cloud: a complete guide
谷歌云AI代理的完整解剖指南，从架构到实践逐层拆解核心组件与设计原理。
Article URL: https://ykdojo.github.io/awesome-agents-on-google-cloud/anatomy-of-an-ai-agent-on-google-cloud.html Comments URL: https://news.ycombinato…
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LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications
大语言模型与智能体系统在智能电网中的完整教程，包含架构设计、实际应用与最新方案详解。
arXiv:2607.18147v1 Announce Type: cross Abstract: Large language models (LLMs) and agentic AI systems have evolved from natural language tasks to usin…
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Building LLMSlim: Architecture Deep-Dive into Deterministic Prompt Compression
TF-IDF vs 神经嵌入：LLMSlim 如何用微秒级延迟实现确定性提示压缩，架构决策值得一看。
Most prompt compression discussions focus on the happy path: you have a long RAG context, you trim it to 50% of tokens, and your API bill halves. What…
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Agentic Neural Architecture Search
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…
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AI agents accessing production database
AI代理直面生产数据库：架构设计、安全护栏与踩坑经验一次讲透
So we have arrived at a point, our agent neeeds to interact with real production database. So if you have implemented agents beyond the prototype stag…
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OpenTinker: Separating Concerns in Agentic Reinforcement Learning
智能体强化学习新框架OpenTinker，通过分离关注点简化训练流程，值得技术研究者细读。
arXiv:2601.07376v2 Announce Type: replace Abstract: We introduce \textsc{OpenTinker}, an open infrastructure for training large language model (LLM) a…
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Why Your Next AI Agent Should Probably Be a Manager
别让AI代理当执行者，让它当管理者：用微服务思维拆分智能体，破解大提示词低效难题。
Why Your Next AI Agent Should Probably Be a Manager If you've built an AI agent that tries to do everything—answer support tickets, query databases, g…
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How Tier-1 capital market is using AI Agent architecture
顶级机构电子交易专家详解AI Agent架构在Tier-1资本市场的落地应用，结合30年买方卖方经验与开源实践。
Article URL: https://electronictradinghub.com/the-ai-agent-architecture-is-published-the-thresholds-are-not/ Comments URL: https://news.ycombinator.co…
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Builder Design Pattern - Simplified
用真实案例讲透Builder模式，通俗易懂，适合开发者快速掌握设计精髓。
A real story from building a manuscript submission system at a scientific publishing company. The Problem Nobody Talks About We were building a system…
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Meta’s AI Storage Blueprint at Scale
揭秘Meta如何用存储架构支撑Llama训练，从吞吐到GPU利用，AI基建关键一课。
Over the past several years, model capabilities and training dataset sizes have experienced exponential growth. During the past year or so, the time b…
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The Multi-Agent Architecture for Education
多智能体协作架构如何用Planner、Writer、Formatter等Agent模块化重构教育流程，解决LangChain线性管道的痛点。
The Problem With One Prompt When we first started automating curriculum production , the obvious move was to throw a big prompt at Gemini and ask it t…
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Agent-Native Immune System: Architecture, Taxonomy, and Engineering
解析Agent原生免疫系统架构与防御范式，为自主智能体安全研究提供系统性蓝图。
arXiv:2606.28270v1 Announce Type: new Abstract: The transition from static chat bots to autonomous agents--equipped with persistent memory, tool-use p…