{"id":402,"date":"2026-05-14T07:26:02","date_gmt":"2026-05-13T23:26:02","guid":{"rendered":"http:\/\/www.faiyi.com\/?p=402"},"modified":"2026-05-14T07:26:02","modified_gmt":"2026-05-13T23:26:02","slug":"ai%e5%8a%a8%e6%80%81%e6%af%8f%e6%97%a5%e7%ae%80%e6%8a%a5-2026-05-14","status":"publish","type":"post","link":"http:\/\/www.faiyi.com\/?p=402","title":{"rendered":"AI\u52a8\u6001\u6bcf\u65e5\u7b80\u62a5 2026-05-14"},"content":{"rendered":"

\u65e5\u671f\uff1a2026-05-14<\/p>\n

\u672c\u671f\u805a\u7126\uff1a\u91cd\u70b9\u5173\u6ce8\u6a21\u578b\u53d1\u5e03\u4e0e release notes\u3001\u5b98\u65b9 engineering blog\u3001AI coding \/ agent \/ SRE\u3001\u8bc4\u6d4b\u699c\u5355\u53d8\u5316\u3001\u5f00\u53d1\u8005\u5b9e\u8df5\u535a\u5ba2\u3001\u6846\u67b6\u751f\u6001\u3001\u5f00\u6e90\u6a21\u578b\u4e0e\u771f\u5b9e\u7528\u6237\u89c6\u89d2\uff1b\u5f53 HN\u3001Reddit\u3001Hugging Face \u7b49\u793e\u533a\u6e90\u53ef\u8bbf\u95ee\u65f6\u4f18\u5148\u7eb3\u5165\u3002<\/p>\n

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  1. \n

    Notion just turned its workspace into a hub for AI agents<\/strong>\uff08TechCrunch AI\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>Notion \u63a8\u51fa\u5168\u65b0\u5f00\u53d1\u8005\u5e73\u53f0\uff0c\u6b63\u5f0f\u8fdb\u519b AI Agent \u65f6\u4ee3\u3002\u8be5\u5e73\u53f0\u5141\u8bb8\u56e2\u961f\u901a\u8fc7 Workers \u5728\u4e91\u7aef\u8fd0\u884c\u81ea\u5b9a\u4e49\u4ee3\u7801\uff0c\u5b9e\u73b0\u4e0e\u5916\u90e8\u6570\u636e\u5e93\uff08\u5982 Salesforce\u3001Zendesk\u3001Postgres\uff09\u7684\u5b9e\u65f6\u540c\u6b65\uff0c\u5e76\u652f\u6301\u901a\u8fc7 MCP \u534f\u8bae\u8fde\u63a5\u7b2c\u4e09\u65b9\u670d\u52a1\u3002\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u5728 Notion \u5de5\u4f5c\u7a7a\u95f4\u5185\u76f4\u63a5\u4e0e Claude Code\u3001Cursor\u3001Codex\u3001Decagon \u7b49\u5916\u90e8 AI Agent \u4ea4\u4e92\u3001\u5206\u914d\u4efb\u52a1\u5e76\u8ffd\u8e2a\u8fdb\u5ea6\u3002CEO Ivan Zhao \u8868\u793a\uff0cNotion \u6b63\u4ece\u5355\u4e00\u5e94\u7528\u8f6c\u578b\u4e3a\u53ef\u7f16\u7a0b\u5e73\u53f0\uff0c\u76ee\u524d\u5df2\u79ef\u7d2f\u8d85\u8fc7 100 \u4e07\u4e2a\u81ea\u5b9a\u4e49 Agent\u3002Workers \u529f\u80fd\u5c06\u514d\u8d39\u8bd5\u7528\u81f3\u516b\u6708\u3002<\/p>\n

    English Summary:<\/strong> Notion launched a new developer platform, positioning itself as a hub for AI agents. The platform introduces Workers for running custom code in secure sandboxes, enabling real-time database sync from external sources like Salesforce and Postgres. Users can now chat with, assign tasks to, and track progress of external agents including Claude Code, Cursor, Codex, and Decagon directly within Notion. CEO Ivan Zhao acknowledged the company's shift toward becoming a programmable platform. The company reports over 1 million custom agents built since February, with Workers free to use through August.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  2. \n

    Anthropic Launches Claude Platform on AWS<\/strong>\uff08InfoQ AI\/ML\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>Anthropic \u5ba3\u5e03 Claude Platform \u5728 AWS \u4e0a\u6b63\u5f0f\u53ef\u7528\uff08GA\uff09\u3002\u8be5\u90e8\u7f72\u65b9\u6848\u4f7f AWS \u5ba2\u6237\u80fd\u591f\u76f4\u63a5\u4f7f\u7528 AWS \u7684\u8eab\u4efd\u8ba4\u8bc1\u3001\u8ba1\u8d39\u548c\u76d1\u63a7\u670d\u52a1\u6765\u8bbf\u95ee Anthropic \u539f\u751f\u7684 Claude \u5e73\u53f0\uff0c\u7b80\u5316\u4e86\u4f01\u4e1a\u7ea7 AI \u670d\u52a1\u7684\u96c6\u6210\u6d41\u7a0b\u3002\u6b64\u524d Anthropic \u7684\u6a21\u578b\u5df2\u901a\u8fc7 Amazon Bedrock \u63d0\u4f9b\uff0c\u800c\u672c\u6b21\u53d1\u5e03\u7684 Claude Platform \u5219\u63d0\u4f9b\u4e86\u66f4\u5b8c\u6574\u7684\u539f\u751f\u4f53\u9a8c\uff0c\u5305\u62ec\u5e73\u53f0\u7ea7\u7684\u7ba1\u7406\u548c\u8ba1\u8d39\u6574\u5408\u3002<\/p>\n

    English Summary:<\/strong> Anthropic announced general availability of Claude Platform on AWS, a new deployment option allowing AWS customers to access Anthropic's native Claude platform using AWS authentication, billing, and monitoring services. This complements the existing Amazon Bedrock integration by offering a more comprehensive native platform experience with unified enterprise management and billing.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  3. \n

    Build financial document processing with Pulse AI and Amazon Bedrock<\/strong>\uff08AWS ML Blog\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>AWS \u673a\u5668\u5b66\u4e60\u535a\u5ba2\u53d1\u5e03\u6280\u672f\u6307\u5357\uff0c\u4ecb\u7ecd\u5982\u4f55\u7ed3\u5408 Pulse AI \u4e0e Amazon Bedrock \u6784\u5efa\u91d1\u878d\u6587\u6863\u5904\u7406\u6d41\u6c34\u7ebf\u3002\u6587\u7ae0\u6307\u51fa\u4f20\u7edf OCR \u5728\u5904\u7406\u590d\u6742\u8d22\u52a1\u62a5\u8868\u3001SEC \u6587\u4ef6\u7b49\u65f6\u5b58\u5728\u7ed3\u6784\u6027\u7406\u89e3\u4e0d\u8db3\u7684\u95ee\u9898\uff0c\u800c Pulse AI \u5c06\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u4e0e\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u7ec4\u4ef6\u7ed3\u5408\uff0c\u4e13\u95e8\u9488\u5bf9\u6587\u6863\u7406\u89e3\u573a\u666f\u4f18\u5316\u3002\u901a\u8fc7 Amazon Bedrock \u7684\u6258\u7ba1\u6a21\u578b\u5b9a\u5236\u80fd\u529b\uff0c\u4f01\u4e1a\u53ef\u5728\u96f6\u673a\u5668\u5b66\u4e60\u8fd0\u7ef4\u8d1f\u62c5\u7684\u60c5\u51b5\u4e0b\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u91d1\u878d\u6570\u636e\u63d0\u53d6\uff0cAmazon Nova \u6a21\u578b\u7cfb\u5217\u63d0\u4f9b\u4e86\u4f18\u79c0\u7684\u6210\u672c\u6027\u80fd\u6bd4\u3002<\/p>\n

    English Summary:<\/strong> AWS ML Blog published a technical guide on building financial document processing pipelines using Pulse AI and Amazon Bedrock. The post highlights limitations of traditional OCR with complex financial documents like balance sheets and SEC filings, where structural relationships matter. Pulse AI combines vision language models with classical ML components specifically engineered for document understanding.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  4. \n

    TypeScript, C# and Turbo Pascal with Anders Hejlsberg<\/strong>\uff08Pragmatic Engineer\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>\u300aThe Pragmatic Engineer\u300b\u64ad\u5ba2\u53d1\u5e03\u5bf9\u7f16\u7a0b\u8bed\u8a00\u8bbe\u8ba1\u5927\u5e08 Anders Hejlsberg \u7684\u6df1\u5ea6\u8bbf\u8c08\u3002Hejlsberg \u56de\u987e\u4e86\u4ece Turbo Pascal\u3001Delphi \u5230 C# \u548c TypeScript \u7684\u521b\u4f5c\u5386\u7a0b\uff0c\u5206\u4eab\u4e86\u8bf8\u591a\u8bbe\u8ba1\u54f2\u5b66\uff1aTurbo Pascal \u4ee5"\u5341\u500d\u6027\u80fd\u3001\u5341\u5206\u4e4b\u4e00\u4ef7\u683c"\u51fb\u8d25\u7ade\u4e89\u5bf9\u624b\uff1bTypeScript \u7684\u6210\u529f\u5173\u952e\u5728\u4e8e\u5c06\u8bed\u8a00\u8bbe\u8ba1\u4e0e\u5f00\u53d1\u8005\u5de5\u5177\u540c\u7b49\u91cd\u89c6\uff1bC# \u7531\u7ecf\u9a8c\u4e30\u5bcc\u7684\u8bed\u8a00\u8bbe\u8ba1\u5e08\u5c0f\u56e2\u961f\u6bcf\u5468\u6570\u5c0f\u65f6\u534f\u4f5c\u6253\u78e8\u800c\u6210\u3002\u4ed6\u8fd8\u63a2\u8ba8\u4e86 AI \u5bf9\u8f6f\u4ef6\u5de5\u7a0b\u7684\u6df1\u8fdc\u5f71\u54cd\uff0c\u6307\u51fa\u5f00\u53d1\u8005\u6b63\u4ece\u9010\u884c\u7f16\u5199\u4ee3\u7801\u8f6c\u5411\u66f4\u9ad8\u5c42\u6b21\u7684\u62bd\u8c61\u4e0e\u534f\u4f5c\u3002<\/p>\n

    English Summary:<\/strong> The Pragmatic Engineer podcast released an in-depth interview with programming language legend Anders Hejlsberg, creator of Turbo Pascal, Delphi, C#, and TypeScript. Hejlsberg shared design philosophies from his career: Turbo Pascal won by being "10x better for 1\/10th the price"; TypeScript's success required equal focus on tooling and language design; C# was crafted by a small team of experienced designers meeting weekly.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  5. \n

    Quoting Boris Mann<\/strong>\uff08Simon Willison\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005 Boris Mann \u5728 Bluesky \u4e0a\u53d1\u8868\u89c2\u70b9\uff0c\u88ab Simon Willison \u5f15\u7528\u8f6c\u53d1\u3002Mann \u8ba4\u4e3a"11 \u4e2a AI Agent"\u8fd9\u6837\u7684\u8868\u8ff0\u6beb\u65e0\u610f\u4e49\u2014\u2014\u5982\u679c\u8bf4"\u6211\u6709 11 \u4e2a\u7535\u5b50\u8868\u683c"\u6216"\u6211\u6709 11 \u4e2a\u6d4f\u89c8\u5668\u6807\u7b7e\u9875"\u6765\u5b8c\u6210\u5de5\u4f5c\uff0c\u8868\u8fbe\u7684\u542b\u4e49\u5927\u81f4\u76f8\u540c\u3002\u8fd9\u4e00\u8bc4\u8bba\u53cd\u6620\u4e86\u5f53\u524d AI Agent \u6982\u5ff5\u5728\u8425\u9500\u8bdd\u8bed\u4e2d\u7684\u6cdb\u6ee5\uff0c\u4ee5\u53ca\u4e1a\u754c\u5bf9 Agent \u5b9a\u4e49\u7f3a\u4e4f\u5171\u8bc6\u7684\u73b0\u72b6\u3002<\/p>\n

    English Summary:<\/strong> Developer Boris Mann shared a perspective on Bluesky, quoted by Simon Willison, arguing that the phrase "11 AI agents" is meaningless. Mann suggests saying "I have 11 spreadsheets" or "I have 11 browser tabs" carries approximately the same meaning. The comment reflects the current proliferation of AI agent terminology in marketing discourse and the lack of consensus on what constitutes an agent versus a simple automation tool.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  6. \n

    Building a safe, effective sandbox to enable Codex on Windows<\/strong>\uff08OpenAI News\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>OpenAI \u5de5\u7a0b\u56e2\u961f\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u4e3a Codex \u5728 Windows \u5e73\u53f0\u6784\u5efa\u5b89\u5168\u6c99\u76d2\u7684\u6280\u672f\u65b9\u6848\u3002\u7531\u4e8e Windows \u7f3a\u4e4f\u7c7b\u4f3c macOS Seatbelt \u6216 Linux seccomp \u7684\u539f\u751f\u9694\u79bb\u673a\u5236\uff0c\u56e2\u961f\u8bc4\u4f30\u4e86 AppContainer\u3001Windows Sandbox \u548c MIC \u7b49\u73b0\u6709\u65b9\u6848\u540e\u5747\u53d1\u73b0\u4e0d\u9002\u7528\u3002\u6700\u7ec8\u91c7\u7528\u300c\u63d0\u5347\u6743\u9650\u6c99\u76d2\u300d\u67b6\u6784\uff1a\u521b\u5efa\u4e13\u7528\u672c\u5730\u7528\u6237\uff08CodexSandboxOffline\/Online\uff09\u3001\u7ed3\u5408\u5199\u5165\u9650\u5236\u4ee4\u724c\uff08write-restricted token\uff09\u4e0e\u81ea\u5b9a\u4e49 SID \u5b9e\u73b0\u6587\u4ef6\u8bbf\u95ee\u63a7\u5236\uff0c\u5e76\u901a\u8fc7 Windows \u9632\u706b\u5899\u89c4\u5219\u963b\u65ad\u79bb\u7ebf\u7528\u6237\u7684\u51fa\u7ad9\u7f51\u7edc\u3002\u8be5\u65b9\u6848\u4ee5 codex-windows-sandbox-setup.exe \u5904\u7406\u521d\u59cb\u5316\uff0ccodex-command-runner.exe \u8d1f\u8d23\u4ee5\u53d7\u9650\u4ee4\u724c\u542f\u52a8\u5b50\u8fdb\u7a0b\uff0c\u5728\u5b89\u5168\u6027\u4e0e\u5f00\u53d1\u8005\u5de5\u4f5c\u6d41\u517c\u5bb9\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002<\/p>\n

    English Summary:<\/strong> OpenAI's engineering team details the technical implementation of a secure sandbox for Codex on Windows. After evaluating AppContainer, Windows Sandbox, and MIC as unsuitable, they built an "elevated sandbox" using dedicated local users (CodexSandboxOffline\/Online), write-restricted tokens with custom SIDs for filesystem access control, and Windows Firewall rules to block outbound network access. The architecture uses codex-windows-sandbox-setup.exe for initialization and codex-command-runner.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  7. \n

    CSP Allow-list Experiment<\/strong>\uff08Simon Willison\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>Simon Willison \u53d1\u5e03\u5b9e\u9a8c\u6027\u5de5\u5177 CSP Allow-list\uff0c\u5c55\u793a\u5982\u4f55\u5728\u53d7 CSP \u4fdd\u62a4\u7684\u6c99\u76d2 iframe \u4e2d\u52a0\u8f7d\u5e94\u7528\uff0c\u5e76\u901a\u8fc7\u81ea\u5b9a\u4e49 fetch() \u62e6\u622a CSP \u8fdd\u89c4\u9519\u8bef\uff0c\u5c06\u4fe1\u606f\u4f20\u9012\u81f3\u7236\u7a97\u53e3\u63d0\u793a\u7528\u6237\u6dfb\u52a0\u57df\u540d\u5230\u5141\u8bb8\u5217\u8868\u3002\u8be5\u65b9\u6848\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u5728\u4e25\u683c\u7684\u5185\u5bb9\u5b89\u5168\u7b56\u7565\u73af\u5883\u4e0b\uff0c\u52a8\u6001\u7ba1\u7406\u5916\u90e8\u8d44\u6e90\u8bbf\u95ee\u6743\u9650\uff0c\u800c\u65e0\u9700\u9884\u5148\u653e\u5bbd CSP \u89c4\u5219\u3002\u5de5\u5177\u4f7f\u7528 GPT-5.5 xhigh \u914d\u5408 Codex \u684c\u9762\u5e94\u7528\u6784\u5efa\u3002<\/p>\n

    English Summary:<\/strong> Simon Willison released CSP Allow-list, an experimental tool demonstrating how to load apps in CSP-protected sandboxed iframes with a custom fetch() that intercepts CSP errors and passes them to the parent window, prompting users to add domains to an allow-list. This enables dynamic management of external resource access under strict Content Security Policy without pre-relaxing CSP rules. Built using GPT-5.5 xhigh in the Codex desktop app.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  8. \n

    [AINews] The End of Finetuning<\/strong>\uff08Latent Space\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>Latent Space \u8bc4\u8bba\u6587\u7ae0\u63a2\u8ba8 OpenAI \u5f03\u7528\u5fae\u8c03 API \u6240\u53cd\u6620\u7684\u884c\u4e1a\u8d8b\u52bf\uff1a\u5927\u6a21\u578b\u80fd\u529b\u7684\u5feb\u901f\u63d0\u5347\u6b63\u5728\u524a\u5f31\u4f20\u7edf\u5fae\u8c03\u7684\u5fc5\u8981\u6027\u3002\u6587\u7ae0\u6307\u51fa\uff0c\u5c3d\u7ba1\u5934\u90e8\u516c\u53f8\u5982 Cursor \u548c Cognition \u53cd\u800c\u589e\u52a0\u4e86\u5f00\u6e90\u6a21\u578b\u7684 RLFT \u4f7f\u7528\uff0c\u4f46\u5bf9\u5927\u591a\u6570 AI \u5de5\u7a0b\u5e08\u800c\u8a00\uff0c\u300c\u957f\u63d0\u793a\u5de5\u7a0b\u300d\u548c\u4e0a\u4e0b\u6587\u5b66\u4e60\u6b63\u6210\u4e3a\u66f4\u4f18\u89e3\u3002\u8bc4\u6d4b\u65b9\u9762\uff0c\u7814\u7a76\u7ea7\u63a8\u7406\u57fa\u51c6\u6301\u7eed\u5347\u7ea7\uff08Soohak\u3001Medmarks v1.0\uff09\uff0cAgentic \u7cfb\u7edf\u5f00\u59cb\u5728\u79d1\u5b66\u548c\u6570\u5b66\u9886\u57df\u63a8\u52a8\u524d\u6cbf\uff08DeepMind AI Co-Mathematician\u3001physics-intern\uff09\u3002\u6b64\u5916\uff0c\u6587\u7ae0\u8fd8\u6db5\u76d6\u4e86\u63a8\u7406\u57fa\u7840\u8bbe\u65bd\uff08Blackwell GB200 \u96c6\u7fa4\u4f18\u52bf\uff09\u3001\u5b89\u5168\u4f9b\u5e94\u94fe\u653b\u51fb\uff08Mini Shai-Hulud \u4e8b\u4ef6\uff09\u53ca\u591a\u6a21\u6001\u4ea7\u54c1\u53d1\u5e03\uff08Perceptron Mk1\u3001Gemini AI \u6307\u9488\u7b49\uff09\u7684\u6700\u65b0\u52a8\u6001\u3002<\/p>\n

    English Summary:<\/strong> Latent Space's op-ed discusses the industry trend signaled by OpenAI's deprecation of fine-tuning APIs: rapidly improving base models are reducing the need for traditional fine-tuning. While top-tier companies like Cursor and Cognition have increased open-model RLFT usage, most AI engineers are shifting toward long-prompt engineering and in-context learning. The piece covers evolving research benchmarks (Soohak, Medmarks v1.0), agentic systems advancing scientific frontiers (DeepMind AI Co-Mathematician, physics-intern), inference infrastructure advantages of Blackwell GB200 clusters, the Mini Shai-Hulud supply-chain attack, and recent multimodal releases including Perceptron Mk1 and Gemini's AI-enabled mouse pointer.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  9. \n

    Announcements Introducing Claude for Small Business<\/strong>\uff08Anthropic News\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>Anthropic \u63a8\u51fa Claude for Small Business\uff0c\u9762\u5411\u4e2d\u5c0f\u4f01\u4e1a\u63d0\u4f9b\u4e00\u7ad9\u5f0f AI \u89e3\u51b3\u65b9\u6848\u3002\u8be5\u4ea7\u54c1\u901a\u8fc7 Claude Cowork \u96c6\u6210 QuickBooks\u3001PayPal\u3001HubSpot\u3001Canva\u3001Docusign\u3001Google Workspace \u548c Microsoft 365 \u7b49\u5e38\u7528\u5de5\u5177\uff0c\u5185\u7f6e 15 \u4e2a\u5373\u7528\u578b\u5de5\u4f5c\u6d41\uff0c\u8986\u76d6\u85aa\u8d44\u89c4\u5212\u3001\u6708\u672b\u7ed3\u8d26\u3001\u9500\u552e campaign\u3001\u53d1\u7968\u50ac\u6536\u7b49\u573a\u666f\u3002\u4f01\u4e1a\u4e3b\u4fdd\u6301\u5ba1\u6279\u63a7\u5236\u6743\uff0cClaude \u4e0d\u9ed8\u8ba4\u4f7f\u7528\u5ba2\u6237\u6570\u636e\u8bad\u7ec3\u3002Anthropic \u8fd8\u4e0e PayPal \u5408\u4f5c\u63a8\u51fa\u514d\u8d39\u7684\u300cAI Fluency for Small Business\u300d\u5728\u7ebf\u8bfe\u7a0b\uff0c\u5e76\u542f\u52a8\u5168\u7f8e\u5de1\u56de\u5de5\u4f5c\u574a\uff0c\u540c\u65f6\u4e0e LISC\u3001Accion Opportunity Fund \u7b49\u793e\u533a\u53d1\u5c55\u91d1\u878d\u673a\u6784\u5408\u4f5c\uff0c\u63a8\u52a8 AI \u6280\u672f\u666e\u60e0\u3002<\/p>\n

    English Summary:<\/strong> Anthropic launched Claude for Small Business, an integrated AI solution for SMBs. Through Claude Cowork, it connects with QuickBooks, PayPal, HubSpot, Canva, Docusign, Google Workspace, and Microsoft 365, offering 15 ready-to-run workflows for payroll planning, month-end close, sales campaigns, and invoice chasing. Business owners retain approval control, and Claude does not train on customer data by default. Anthropic also partnered with PayPal on a free "AI Fluency for Small Business" course, launched a nationwide workshop tour, and collaborates with CDFIs like LISC and Accion Opportunity Fund to democratize AI access.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n

  10. \n

    How NVIDIA engineers and researchers build with Codex<\/strong>\uff08OpenAI News\uff09<\/p>\n

    \u4e2d\u6587\u6458\u8981\uff1a<\/strong>NVIDIA \u5de5\u7a0b\u5e08\u4e0e\u7814\u7a76\u4eba\u5458\u5206\u4eab\u4f7f\u7528 Codex\uff08\u57fa\u4e8e GPT-5.5\uff09\u7684\u5b9e\u8df5\u7ecf\u9a8c\u3002\u5de5\u7a0b\u56e2\u961f\u5c06 Codex \u4f5c\u4e3a\u590d\u6742\u5de5\u7a0b\u4efb\u52a1\u7684\u9ed8\u8ba4\u5de5\u5177\uff0c\u5229\u7528\u5176\u957f\u4f1a\u8bdd\u81ea\u4e3b\u80fd\u529b\u5c06\u5185\u90e8\u5e73\u53f0\u4ece MVP \u6f14\u8fdb\u4e3a\u751f\u4ea7\u7cfb\u7edf\uff0c\u5e76\u5728\u6570\u5c0f\u65f6\u5185\u642d\u5efa\u51fa\u5185\u90e8\u64ad\u5ba2\u5f55\u5236\u5e94\u7528\u3002\u7814\u7a76\u56e2\u961f\u5219\u501f\u52a9 Codex \u81ea\u52a8\u5316\u5b8c\u6574 ML \u7814\u7a76\u6d41\u7a0b\uff1a\u4ece\u6587\u732e\u7efc\u8ff0\u3001\u5047\u8bbe\u751f\u6210\u5230\u5b9e\u9a8c\u811a\u672c\u7f16\u5199\u548c\u8fdc\u7a0b\u96c6\u7fa4\u6267\u884c\u3002\u7814\u7a76\u4eba\u5458\u7279\u522b\u6307\u51fa GPT-5.5 \u5728\u77e5\u8bc6\u5de5\u4f5c\u4e2d\u7684\u521b\u9020\u6027\u4f18\u52bf\uff0c\u4ee5\u53ca Codex \u5728\u4ee3\u7801\u8fc1\u79fb\uff08\u5982 Python \u8f6c Rust\uff09\u65b9\u9762\u7684\u9ad8\u6548\u8868\u73b0\u3002Codex \u5df2\u5728 NVIDIA GB200\/GB300 \u57fa\u7840\u8bbe\u65bd\u4e0a\u6295\u5165\u751f\u4ea7\u4f7f\u7528\u3002<\/p>\n

    English Summary:<\/strong> NVIDIA engineers and researchers share their experience using Codex (powered by GPT-5.5). Engineering teams use it as their default tool for complex tasks, leveraging its long-session autonomy to evolve internal platforms from MVP to production and build internal apps like a podcast recording system in hours. Research teams automate full ML workflows\u2014from literature review and hypothesis generation to experiment scripting and remote execution\u2014praising GPT-5.5's creativity in knowledge work and Codex's efficiency in code translation (e.g.<\/p>\n

    \u539f\u6587\u94fe\u63a5<\/a><\/p>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

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