别总想着换更聪明的模型，缩小上下文才是提升AI Agent性能的关键。
One of the most common questions I hear is: "Which LLM should we use?" It's an understandable question. Model capability matters. But after spending t…
AI Agent热潮席卷企业，但真正失败原因不在智能，而在于不懂你的业务。一句话点破企业级AI项目关键盲区。
Your Taxonomy Does. Every week, a new AI Agent framework appears. One week it's LangGraph. The next it's CrewAI. Then AutoGen. Then OpenAI Agents. The…
用大模型为表格列自动生成任务感知的描述，NL2SQL等下游任务将更精准高效。
arXiv:2606.21685v1 Announce Type: cross Abstract: Generating accurate and informative column descriptions (e.g. "membership status of customers" for t…
企业仍在摸索AI投资回报率，听听风投专家如何解读当前困境与未来方向。
Tokenmaxxing was the hottest trend in Silicon Valley earlier this year, with CEOs encouraging employees to push AI usage as far as it w…
xAI的Grok 4.3模型正式登陆亚马逊云，企业可在Bedrock上直接调用，生成式AI选择再扩容。
xAI正式成为Amazon Bedrock的模型供应商之一
大型金融公司MassMutual的AI策略：12个月灵活合同、30%生产力提升、全面拥抱开源，零锁定带来企业级AI新思路。
Enterprise AI teams face a dilemma: The best models today might not be the best models a year from now. MassMutual's answer is to stop making lon…
为Angular架构师量身打造的AI指令模板，涵盖Angular 18+、Material Design 3及企业级规范，可统一开发标准。
Yes. This is exactly the type of file I would put under: ```text id="k7huzd" .github/instructions/angular-ui.instructions.md Then whenever a developer…
大型企业可通过部署本地LLM过滤层，在保障性能的同时显著削减云端AI调用成本。
Article URL: https://umrashrf.github.io/large-companies-can-add-a-local-llm-filter-layer-to-considerably-reducing-their-ai-costs/ Comments URL: https:…
微软AI未来学家揭秘Copilot实战心得，企业用AI代理攻克真实业务难题
Microsoft used its Build 2026 conference this week to push a clear message: agents are rapidly moving into production throughout enterprise systems, a…
ChatGPT 将集成 Codex 并推出企业级插件，赋能数据分析与投资决策。
IT之家 6 月 3 日消息，OpenAI 持续拓展 Codex 的应用边界，不再局限于一款智能编码桌面应用，而是朝着面向全用户的通用生产力工具演进。围绕这一目标，该公司于今日发布三项面向企业端的 Codex 功能更新。此外，OpenAI 表示，不久后将在全平台版 ChatGPT 应用中集成 Cod…
OpenAI前沿模型与Codex正式登陆AWS，开发者可直接在云端调用顶尖AI能力
Article URL: https://openai.com/index/openai-frontier-models-and-codex-are-now-available-on-aws/ Comments URL: https://news.ycombinator.com/item?id=48…
OpenAI前沿模型与Codex登陆AWS，企业可在现有云环境中无缝调用，加速AI应用落地。
OpenAI frontier models and Codex are now generally available on AWS, giving enterprises a new path to build with OpenAI through the AWS environments, …
AI代理进入重建期：企业直面可靠性痛点，第一代快速开发却忽视核心架构，崩溃后转向稳固基础。
As enterprise AI agents move into production, organizations are confronting a growing reliability problem. Many teams are discovering that LLM perform…
揭秘RAG系统：当文档数从500飙升到3万，检索质量崩塌——问题根源在检索，而非生成。
Most RAG blog posts read like product brochures. After building a few systems over the last months and reading way too many production post-mortems, I…
AI大规模部署初期或推高通胀，企业需警惕短期成本压力，长期才释放生产力红利
Article URL: https://www.axios.com/2026/04/23/ai-inflation-productivity-companies Comments URL: https://news.ycombinator.com/item?id=48232771 Points: …
生命科学巨头Promega自上而下全面采用ChatGPT，驱动制造、销售与营销效率飞跃，企业内部AI落地的标杆案例。
Promega's top-down adoption of ChatGPT accelerates manufacturing, sales, and marketing
OpenAI庆祝百万客户，揭秘PayPal、维珍航空等巨头如何用AI重塑工作流程。
More than one million customers around the world now use OpenAI to empower their teams and unlock new opportunities. This post highlights how companie…
看230年老牌企业如何用ChatGPT改造知识工作，650名员工效率飙升
Learn how STADLER uses ChatGPT to transform knowledge work, saving time and accelerating productivity across 650 employees.