{"id":736362,"date":"2026-03-04T12:09:03","date_gmt":"2026-03-04T04:09:03","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=736362"},"modified":"2026-03-04T12:09:03","modified_gmt":"2026-03-04T04:09:03","slug":"%e7%9c%8b%e9%81%8d%e4%ba%86%e6%89%80%e6%9c%89%e7%9a%84ai-pc%ef%bc%8c%e5%8e%9f%e6%9d%a5-mac-%e4%b8%80%e7%9b%b4%e5%9c%a8%e8%bf%99%e9%87%8c%ef%bd%9cai-%e5%99%a8%e7%89%a9%e5%bf%97","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=736362","title":{"rendered":"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7"},"content":{"rendered":"<p>\u7f16\u8005\u6309\uff1a<\/p>\n<p>\u667a\u80fd\u624b\u673a\u7edf\u6cbb\u4e86\u8fc7\u53bb\u5341\u51e0\u5e74\u7684\u6570\u5b57\u751f\u6001\uff0c\u5b83\u662f\u6ce8\u610f\u529b\u7684\u9ed1\u6d1e\uff0c\u662f\u6211\u4eec\u6700\u79c1\u5bc6\u7684\u968f\u8eab\u4e4b\u7269\u3002\u4f46\u624b\u673a\u4ece\u8bbe\u8ba1\u4e4b\u521d\u5c31\u662f\u4e3a\u300c\u4eba\u76ef\u7740\u5b83\u300d\u800c\u751f\u7684\u2014\u2014\u5b83\u7684\u5168\u90e8\u903b\u8f91\uff0c\u90fd\u6b62\u4e8e\u5c4f\u5e55\u3002<\/p>\n<p>AI \u7684\u9700\u6c42\u5374\u6070\u6070\u76f8\u53cd\uff1a\u5b83\u9700\u8981\u6301\u7eed\u611f\u77e5\u7269\u7406\u4e16\u754c\u2014\u2014\u89c1\u4f60\u6240\u89c1\uff0c\u542c\u4f60\u6240\u95fb\uff0c\u968f\u65f6\u5728\u573a\uff0c\u800c\u975e\u7b49\u4f60\u89e3\u9501\u5c4f\u5e55\u624d\u9192\u6765\u3002<\/p>\n<p>\u5f53 AI \u771f\u6b63\u6210\u4e3a\u4e00\u79cd\u57fa\u7840\u80fd\u529b\uff0c\u5b83\u8fdf\u65e9\u8981\u4ece\u5c4f\u5e55\u91cc\u7834\u58f3\u800c\u51fa\uff0c\u5bfb\u627e\u5c5e\u4e8e\u5b83\u81ea\u5df1\u7684\u5f62\u72b6\u3002\u8fd9\u5c06\u662f\u4e00\u4e2a\u6f2b\u957f\u7684\u63a2\u7d22\u548c\u6f14\u5316\u8fc7\u7a0b\u3002<\/p>\n<p>\u300cAI \u5668\u7269\u5fd7\u300d\u680f\u76ee\u7531\u6b64\u800c\u6765\uff0c\u7231\u8303\u513f\u60f3\u548c\u4f60\u4e00\u8d77\u6301\u7eed\u89c2\u5bdf\uff1aAI \u5982\u4f55\u6539\u53d8\u786c\u4ef6\u8bbe\u8ba1\uff0c\u5982\u4f55\u91cd\u5851\u4eba\u673a\u4ea4\u4e92\uff0c\u4ee5\u53ca\u66f4\u91cd\u8981\u7684\u2014\u2014AI \u5c06\u4ee5\u600e\u6837\u7684\u5f62\u6001\u8fdb\u5165\u6211\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\uff1f<\/p>\n<p>\u8fd9\u662f\u300cAI \u5668\u7269\u5fd7\u300d\u7684\u7b2c 6 \u7bc7\u6587\u7ae0\u3002<\/p>\n<p>\u5e74\u521d\uff0cMac Mini \u4e00\u5ea6\u7f3a\u8d27\uff0c\u7b49\u5f85\u65f6\u95f4\u751a\u81f3\u957f\u8fbe\u4e00\u4e2a\u534a\u6708\u3002<\/p>\n<p>Mac mini \u662f\u4e2a\u597d\u4ea7\u54c1\uff0c\u8fd9\u4ef6\u4e8b\u5927\u5bb6\u4e00\u76f4\u5f88\u6e05\u695a\u3002\u56fd\u5185\u6e20\u9053\u4ef7\u683c\u8bda\u610f\u9ad8\uff0cM <a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8a%af%e7%89%87\" title=\"View all posts in \u82af\u7247\" target=\"_blank\" class=\"tag_link\">\u82af\u7247<\/a>\u6027\u80fd\u53c8\u597d\uff0c\u5165\u95e8\u914d\u7f6e\u4e0d\u5230\u4e09\u5343<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e6%b0%91%e5%b8%81\" title=\"View all posts in \u4eba\u6c11\u5e01\" target=\"_blank\" class=\"tag_link\">\u4eba\u6c11\u5e01<\/a>\u5c31\u53ef\u62ff\u4e0b\uff0c\u5f88\u9002\u5408\u4f5c\u4e3a\u521b\u4f5c\u65b0\u624b\u7684\u4e3b\u529b\u673a\u3002<\/p>\n<p>\u7136\u800c\u6700\u8fd1\u8fd9\u6b21 Mac mini \u7206\u7ea2\uff0c\u8ddf\u521b\u4f5c\u6216\u65e5\u5e38\u4f7f\u7528\u6ca1\u4ec0\u4e48\u5173\u7cfb\u3002<\/p>\n<p>\u5173\u6ce8\u79d1\u6280\u65b0\u95fb\u7684\u670b\u53cb\u4eec\u5e94\u8be5\u77e5\u9053\u600e\u4e48\u56de\u4e8b\uff1aOpenClaw\uff08\u524d\u8eab\u53eb Clawdbot\uff09\u7a81\u7136\u706b\u4e86\u3002<\/p>\n<p>OpenClaw \u6709\u591a\u79cd\u90e8\u7f72\u65b9\u5f0f\uff1a\u4f60\u53ef\u4ee5\u88c5\u5230\u81ea\u5df1\u7684\u7535\u8111\u4e0a\uff0c\u4e5f\u53ef\u4ee5\u5355\u7ed9\u5b83\u914d\u4e00\u53f0\u7535\u8111\uff1b\u628a\u5b83\u90e8\u7f72\u5728\u4e91\u7aef\u7684\u865a\u62df\u673a\/\u6c99\u7bb1\u73af\u5883\u91cc\u4e5f\u6ca1\u95ee\u9898\uff1b\u540e\u6765\uff0c\u4e00\u4e9b\u4e3b\u6d41 AI \u670d\u52a1\u4e5f\u63a8\u51fa\u4e86\u4e91\u7aef\u4e00\u952e\u90e8\u7f72\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u663e\u8457\u964d\u4f4e\u5c0f\u767d\u73a9\u5bb6\u7684\u95e8\u69db\u3002<\/p>\n<p><strong>\u4f46\u5728\u521a\u5f00\u59cb\u7684\u90a3\u6bb5\u65f6\u95f4\uff0c\u6700\u4e3b\u6d41\u7684\u90e8\u7f72\u65b9\u6848\u5c31\u662f\u5355\u4e70\u4e00\u53f0 Mac mini\u3002<\/strong><\/p>\n<p><strong><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/DD17CE4EFD7CDE317FBD63BC95211E4D2D0EAC46_size274_w742_h314.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/strong><\/p>\n<p>\u7406\u7531\u80af\u5b9a\u4e0d\u662f\u56e0\u4e3a\u5b83\u4fbf\u5b9c\uff0c\u66f4\u4e3b\u8981\u5728\u4e8e\uff1a\u8981\u8ba9 OpenClaw \u6709\u610f\u4e49\uff0c\u9700\u8981\u7ed9\u5b83\u4e00\u4e2a\u300c\u8089\u8eab\u300d\uff0c\u8ba9\u5b83\u8bbf\u95ee\u6587\u4ef6\u3001\u64cd\u4f5c\u8f6f\u4ef6\u3002<\/p>\n<p><a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%91%e6%9c%8d%e5%8a%a1\" title=\"View all posts in \u4e91\u670d\u52a1\" target=\"_blank\" class=\"tag_link\">\u4e91\u670d\u52a1<\/a>\u5668\u80fd\u8fd0\u884c OpenClaw\uff0c\u4f46\u90a3\u4ecd\u7136\u4e0d\u662f\u4f60\u7684\u7535\u8111\uff0c\u6ca1\u6709\u4f60\u7684\u6587\u4ef6\u3001\u8f6f\u4ef6\u3001\u6d4f\u89c8\u5668\u4e0a\u767b\u5f55\u7684\u5404\u79cd\u8d26\u53f7\uff0c\u6ca1\u6709\u6240\u8c13\u7684\u300c\u4e0a\u4e0b\u6587\u300d\u3002Mac mini \u653e\u5728\u684c\u4e0a\uff0c7 &times; 24 \u5c0f\u65f6\u4e0d\u7528\u5173\u673a\uff0c\u751a\u81f3\u901a\u8fc7\u804a\u5929\u673a\u5668\u4eba\u8fdc\u7a0b\u64cd\u63a7\u7684\u8bdd\u90fd\u4e0d\u7528\u5355\u914d\u4e00\u53f0\u663e\u793a\u5668\u3002<\/p>\n<p>\u7ed9 OpenClaw \u4e00\u53f0\u81ea\u5df1\u7684\u7535\u8111\u5de5\u4f5c\uff0c\u552f\u4e00\u53ef\u89c2\u6210\u672c\u662f\u540e\u7aef\u63a5\u5165\u7684\u5927\u6a21\u578b API \u7684 token \u8d39\u7528\uff0c\u5f88\u591a\u65e9\u671f\u73a9\u5bb6\u90fd\u5728\u8fd9\u4e0a\u9762\u5403\u8fc7\u4e8f\u3002\u4f46\u5982\u679c\u4f60\u4e70\u4e00\u53f0\u914d\u7f6e\u591f\u9ad8\u7684 Mac mini\uff0c\u4e0b\u8f7d\u4e00\u4e2a\u5c3a\u5bf8\u8db3\u591f\u5927\u7684\u6a21\u578b\u5230\u672c\u5730\u6765\u8fd0\u884c\uff0c\u53ef\u4ee5\u8bf4\u9664\u4e86\u7535\u8d39\u548c\u7f51\u8d39\u4e4b\u5916\uff0c\u7b80\u76f4\u5c31\u50cf\u83b7\u5f97\u4e86\u4e00\u4e2a\u514d\u8d39\u7684\u52b3\u52a8\u529b\u2026\u2026<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/BFC38E32BDE3941819650D00A3C54AD77BAED192_size593_w1080_h675.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>MacBook \u4e5f\u884c\uff0c\u4f46\u662f\u2026\u2026<\/p>\n<p>\u636e Tom's Hardware \u548c TechRadar \u7b49<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%aa%92%e4%bd%93\" title=\"View all posts in \u5a92\u4f53\" target=\"_blank\" class=\"tag_link\">\u5a92\u4f53<\/a>\u62a5\u9053\uff0cOpenClaw \u8d70\u7ea2\u540e\uff0cMac mini 24GB \u548c 32GB \u914d\u7f6e\u7684\u7b49\u5f85\u671f\u5ef6\u81f3 6 \u5929\u5230 6 \u5468\u4e0d\u7b49\uff1b\u66f4\u5f3a\u5927\u7684 Mac Studio\uff0c\u4ea4\u8d27\u65f6\u95f4\u4e5f\u4ece\u4e24\u5468\u6da8\u5230\u4e86\u8fd1\u4e24\u4e2a\u6708\u3002<\/p>\n<p>\u8fd9\u4e9b\u7b49\u5f85\u65f6\u95f4\uff0c\u662f OpenClaw \u7684\u65e9\u671f\u73a9\u5bb6\u4eec\uff0c\u7528\u771f\u5b9e\u8d2d\u4e70\u6295\u51fa\u6765\u7684\u7968\u3002<\/p>\n<p>\uff08\u6ce8\uff1a\u90e8\u5206\u673a\u578b\u7684\u7f3a\u8d27\u4e5f\u548c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8b%b9%e6%9e%9c\" title=\"View all posts in \u82f9\u679c\" target=\"_blank\" class=\"tag_link\">\u82f9\u679c<\/a>\u8fd1\u671f\u63a8\u51fa\u65b0\u6b3e Mac \u53f0\u5f0f\u673a\u7535\u8111\u6709\u5173\u7cfb\uff0c\u4ee5\u5f80\u6bcf\u6b21\u63a8\u51fa\u4e34\u8fd1\u65b0\u673a\u53d1\u5e03\u65f6\uff0c\u8001\u673a\u578b\u90fd\u4f1a\u8fdb\u5165\u552e\u7f44\u72b6\u6001\u3002OpenClaw \u7684\u7206\u7ea2\u5e76\u975e\u552f\u4e00\u539f\u56e0\u3002\uff09<\/p>\n<p><strong>\u51a5\u51a5\u4e4b\u4e2d\uff0cMac \u6210\u4e3a\u4e86 2026 \u5e74\u9996\u9009\u7684\u300c<\/strong><strong>AI<\/strong><strong> PC\u300d\uff1b\u53cd\u5012\u662f\u9f13\u5439\u4e86\u300cAI PC\u300d\u597d\u51e0\u5e74\u7684 Windows PC \u884c\u4e1a\uff0c\u4e00\u70b9\u70ed\u4e4e\u7684\u90fd\u6ca1\u5403\u4e0a\u3002<\/strong><\/p>\n<p><a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8b%b1%e7%89%b9%e5%b0%94\" title=\"View all posts in \u82f1\u7279\u5c14\" target=\"_blank\" class=\"tag_link\">\u82f1\u7279\u5c14<\/a>\u3001AMD\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%ab%98%e9%80%9a\" title=\"View all posts in \u9ad8\u901a\" target=\"_blank\" class=\"tag_link\">\u9ad8\u901a<\/a>\u7b49\u82af\u7247\u5546\uff0c\u4ee5\u53ca\u4e3b\u6d41 PC \u54c1\u724c\u4eec\uff0c\u4ece 2023 \u5e74\u5c31\u5f00\u59cb\u8d29\u5356\u300cAI PC\u300d\u7684\u6982\u5ff5\u4e86\u3002\u8fd9\u4e9b\u6700\u65b0\u7684 Windows \u7535\u8111\u5f53\u4e2d\uff0c\u8ba4\u8bc1\u8fc7 Copilot+ PC \u7684\u6bd4\u6bd4\u7686\u662f\uff0cGPU\u3001NPU \u6027\u80fd\u5e76\u4e0d\u5dee\uff0c\u6709\u7684\u6574\u673a\u4ef7\u683c\u6bd4 Mac \u5bf9\u7b49\u4ea7\u54c1\u8981\u4fbf\u5b9c\u7684\u591a\u3002<\/p>\n<p>\u4f46\u95ee\u9898\u662f\uff0c\u4e3a\u4ec0\u4e48\u5927\u5bb6\u8fd8\u662f\u4e00\u7a9d\u8702\u5730\u51b2\u5411 Mac\uff1f<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/62D6636D2E2CDF96E1698F62A9C9DF91447E5FB2_size102_w1080_h814.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u4e3a\u4ec0\u4e48\u662f Mac\uff1f<\/p>\n<p>Windows PC \u548c Mac \u8c01\u66f4\u597d\u7684\u4e89\u8bba\uff0c\u6c38\u8fdc\u6ca1\u6709\u7edd\u5bf9\u7b54\u6848\u3002\u4f46\u5982\u679c\u9650\u5b9a\u5728 AI \u5f00\u53d1\u4e0a\uff0cMac \u6210\u4e3a\u4e86\u5fc3\u7167\u4e0d\u5ba3\u7684\u9009\u62e9\u3002<\/p>\n<p>\u867d\u7136\u5927\u6a21\u578b\u7684\u300c\u5927\u8111\u300d\u90fd\u5728\u4e91\u7aef\u670d\u52a1\u5668\uff0c\u5f00\u53d1\u8005\u7684\u624b\u5374\u90fd\u5728 Mac \u4e0a\u3002\u8fd9\u8ddf Mac \u7535\u8111\u7684\u5916\u5f62\u548c\u64cd\u4f5c\u4f53\u9a8c\u5173\u7cfb\u4e0d\u5927\uff1a<strong>macOS<\/strong><strong> \u6d41\u7740 UNIX \u7684\u8840\u6db2\uff0c\u624d\u662f\u5173\u952e\u3002<\/strong><\/p>\n<p>AI Agent \u7684\u6838\u5fc3\u5de5\u4f5c\u662f\u64cd\u4f5c\u6587\u4ef6\u3001\u8c03\u7528\u547d\u4ee4\u884c\u5de5\u5177\u3001\u8c03\u5ea6 API \u751a\u81f3\u63a7\u5236\u56fe\u5f62\u754c\u9762\u7b49\u3002\u8bf4\u7684\u66f4\u76f4\u767d\u4e00\u70b9\uff0cAgent \u5c31\u662f\u4e00\u4e2a\u667a\u80fd\u4e14\u81ea\u52a8\u5316\u7684\u300c\u811a\u672c\u5de5\u7a0b\u5e08\u300d\uff0c\u53ea\u662f\u811a\u672c\u7531\u5927\u8bed\u8a00\u6a21\u578b\u5b9e\u65f6\u751f\u6210\u3002\u800c macOS \u5c5e\u4e8e\u7c7b UNIX \u7cfb\u7edf\uff0cbash\u3001zsh \u547d\u4ee4\u539f\u751f\u652f\u6301\u4f18\u79c0\u3002<\/p>\n<p>\u8fd9\u89e3\u51b3\u4e86 AI \u5f00\u53d1\u4e2d\u6700\u57fa\u7840\u7684\u73af\u5883\u642d\u5efa\u3002\u5728 Windows \u4e0a\uff0c\u4f60\u53ef\u80fd\u5f97\u5148\u5b89\u88c5 WSL2 \u865a\u62df\u673a\u3002\u4f46\u5728 Mac \u4e0a\uff0c\u4ece Python \u73af\u5883\u5230\u590d\u6742\u7684 C++ \u7f16\u8bd1\u5de5\u5177\u94fe\uff0c\u57fa\u672c\u90fd\u662f\u5f00\u7bb1\u5373\u7528\u3002Homebrew \u7b49\u5305\u7ba1\u7406\u5668\uff0c\u8ba9\u5b89\u88c5\u5404\u79cd\u5de5\u5177\u548c\u4f9d\u8d56\u901a\u8fc7\u4e00\u884c\u547d\u4ee4\u5c31\u80fd\u641e\u5b9a\u3002<\/p>\n<p>\u53e6\u5916\uff0cmacOS \u7b26\u5408 POSIX \u6807\u51c6\uff0c\u5904\u7406\u6587\u4ef6\u8def\u5f84\u3001\u591a\u7ebf\u7a0b\u4efb\u52a1\u548c\u7f51\u7edc\u534f\u8bae\u65f6\u53ef\u9760\u6027\u7a0d\u9ad8\u3002Agent \u5f80\u5f80\u9700\u8981\u9891\u7e41\u8bfb\u5199\u6570\u636e\u3001\u8c03\u7528 API\uff0c\u7cfb\u7edf\u7ea7\u7684\u9ad8\u6548\u8c03\u5ea6\u8ba9 agent \u5728 Mac \u4e0a\u7684\u8282\u594f\u66f4\u5feb\u3002<\/p>\n<p>\u8fd9\u79cd\u539f\u751f\u611f\u548c\u7a33\u5b9a\u6027\uff0c\u8ba9\u5f00\u53d1\u8005\u3001\u5c1d\u9c9c\u7528\u6237\u53ef\u4ee5\u66f4\u5feb\u5b8c\u6210\u5165\u95e8\uff0c\u628a\u66f4\u591a\u65f6\u95f4\u82b1\u5728\u771f\u6b63\u7684 agent \u7f16\u6392\u5de5\u4f5c\u4e0a\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/1B08ABA3C48070BD6A597E0047F4FE8AA48E5771_size143_w1080_h741.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>Windows \u6709 WSL\u3001PowerShell\uff0c\u529f\u80fd\u4e0a\u5927\u90e8\u5206\u4e5f\u90fd\u80fd\u8986\u76d6\u3002\u4f46 WSL \u662f\u53e0\u52a0\u5728 Windows \u4e0a\u7684\u517c\u5bb9\u5c42\uff0c\u5b58\u5728\u8def\u5f84\u7ea6\u5b9a\u3001\u6ce8\u518c\u8868\u673a\u5236\u3001\u6743\u9650\u6a21\u578b\u7b49\u5386\u53f2\u9057\u7559\u95ee\u9898\u3002AI \u6a21\u578b\u548c agent \u9879\u76ee\u5728 Windows \u4e0a\u8fd0\u884c\u7684\u6469\u64e6\uff0c\u786e\u5b9e\u4f1a\u66f4\u591a\u4e00\u4e9b\u3002<\/p>\n<p>\u4ee5 Ollama \u548c LM Studio \u4e3a\u4f8b\uff0c\u8fd9\u4e24\u4e2a\u5de5\u5177\u8ba9\u7aef\u4fa7\u63a8\u7406\u5927\u6a21\u578b\u53d8\u5f97\u50cf\u300c\u4e0b\u8f7d\u3001\u5b89\u88c5\u3001\u8fd0\u884c\u300d\u4e00\u6837\u7b80\u5355\u3002Ollama \u7684 Windows \u7248\u6bd4 macOS \u665a\u4e86\u534a\u5e74\uff1bLM Studio \u867d\u7136\u4ece\u4e00\u5f00\u59cb\u5c31\u652f\u6301\u4e24\u4e2a\u5e73\u53f0\uff0c\u4f46\u5728\u793e\u533a\u91cc Mac \u7684\u4f53\u9a8c\u53e3\u7891\u59cb\u7ec8\u66f4\u597d\uff1bOpenClaw \u4e5f\u662f\u5982\u6b64\u3002<\/p>\n<p>\u5f80\u786c\u4ef6\u5c42\u9762\u7ee7\u7eed\u6df1\u5165\uff0c\u5185\u5b58\u662f\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u8fd0\u884c\u7684\u547d\u8109\u3002<\/p>\n<p>\u8fd8\u662f\u4ee5 OpenClaw \u4e3e\u4f8b\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 token \u4ed8\u8d39\u7684\u65b9\u5f0f\u6765\u63a5\u5165\u4e91\u7aef\u6a21\u578b\uff0c\u4f46\u5b83\u66f4\u64c5\u957f\u7684\u80fd\u529b\u662f\u5728\u7aef\u4fa7\u6a21\u578b\u63a8\u7406\u9a71\u52a8\u3002\u7ecf\u8fc7\u666e\u904d\u8c03\u7814\uff0c\u60f3\u8981\u8ba9 OpenClaw \u50cf\u4e2a\u667a\u5546\u5408\u683c\u7684\u4eba\u4e00\u6837\u5de5\u4f5c\uff0c\u540e\u7aef\u7684\u6a21\u578b\u53c2\u6570\u91cf\u7684\u5e95\u7ebf\u5728 70 \u4ebf\u5de6\u53f3\uff0c\u5f80\u5f80\u8981\u4e0a\u5230\u81f3\u5c11 320 \u4ebf\u53c2\u6570\u91cf\u624d\u80fd\u6bd4\u8f83\u7a33\u5b9a\u5730\u5de5\u4f5c\u3002<\/p>\n<p>\u8fd9\u4e48\u5927\u7684\u6a21\u578b\u5373\u4fbf\u5728 4-bit \u91cf\u5316\u4e4b\u540e\uff0c\u4ecd\u7136\u9700\u8981\u5927\u7ea6 20GB \u5185\u5b58\uff08\u8fd8\u8981\u7559\u4e00\u4e9b\u7ed9\u4e0a\u4e0b\u6587\u7a97\u53e3\uff09\u3002<\/p>\n<p>\u6b64\u65f6\uff0cWindows PC \u7684\u67b6\u6784\u4f1a\u663e\u5f97\u6349\u895f\u89c1\u8098\u3002CPU \u5185\u5b58\u548c\u663e\u5b58\u4e4b\u95f4\u5b58\u5728\u7269\u7406\u9694\u79bb\uff0c\u6570\u636e\u7ecf\u7531 PCIe \u603b\u7ebf\u4f20\u8f93\uff0c\u53d7\u5230\u5e26\u5bbd\u74f6\u9888\u7684\u5f71\u54cd\u3002\u9891\u7e41\u7684\u6570\u636e\u642c\u8fd0\uff0c\u4f1a\u5bf9\u63a8\u7406\u8fc7\u7a0b\u5e26\u6765\u901f\u7387\u7684\u5f71\u54cd\u3002<\/p>\n<p>\u66f4\u522b\u63d0\uff0c\u5927\u6a21\u578b\u666e\u904d\u4f9d\u8d56 GPU \u52a0\u901f\u63a8\u7406\uff0c\u663e\u5b58\u5f97\u8db3\u591f\u88c5\u5f97\u4e0b\u6a21\u578b\u3002\u5728\u82f1\u4f1f\u8fbe\u6d88\u8d39\u7ea7\u663e\u5361\u7ebf\u4e2d\uff0c\u53ea\u6709 90 \u540e\u7f00\u7684 24GB \u663e\u5b58\u8fbe\u5230\u4e86\u914d\u7f6e\u8981\u6c42\uff0c\u4f46\u914d\u51fa\u6574\u673a\uff08\u53ea\u8003\u8651\u65b0\u673a\uff09\u7684\u8bdd\u5408\u8ba1\u6210\u672c\u81f3\u5c11\u5728\u4e07\u5143\u4eba\u6c11\u5e01\u4ee5\u4e0a\uff0c\u7528\u65b0\u5361\u7684\u8bdd\u4f1a\u98d9\u5230 4\u30015 \u4e07\u4e0d\u7b49\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/70B2B3B283296F8E00B82D215A9F3C99ED764CA9_size230_w1080_h1080.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p><strong>\u800c\u82f9\u679c\u7684\u7edf\u4e00\u5185\u5b58\u67b6\u6784 (Unified Memory Architecture) \uff0c\u8ba9 M \u7cfb\u82af\u7247\u7684 Mac \u5728\u7aef\u4fa7\u63a8\u7406\u66f4\u5927\u89c4\u6a21\u7684\u6a21\u578b\u65f6\u6e38\u5203\u6709\u4f59\u3002<\/strong><\/p>\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u7edf\u4e00\u5185\u5b58\u67b6\u6784\u7684\u6548\u679c\uff0c\u662f CPU\u3001GPU\u3001\u795e\u7ecf\u8ba1\u7b97\u5f15\u64ce\u80fd\u591f\u5171\u4eab\u540c\u4e00\u4e2a\u5185\u5b58\u6c60\uff0c\u4e0d\u518d\u6709\u7269\u7406\u603b\u7ebf\u642c\u8fd0\u7684\u635f\u8017\uff0c\u8ba9 Mac \u53ef\u4ee5\u83b7\u5f97\u6781\u9ad8\u7684\u5185\u5b58\u5e26\u5bbd\uff0c\u5e76\u4e14\u5bf9\u4e8e\u591a\u673a\u4e32\u8054\u7684\u6269\u5c55\u6027\u80fd\u66f4\u597d\u3002<\/p>\n<p>\u4ee5 Mac mini \u4e3a\u4f8b\uff0c\u9009\u62e9\u6027\u80fd\u66f4\u9ad8\u7684 M4 Pro \u5904\u7406\u5668\uff0c\u642d\u914d 48GB \u5185\u5b58\uff0c\u5176\u5b83\u9009\u57fa\u7840\u914d\u7f6e\uff0c\u6574\u673a\u4ef7\u683c\u5728 1.3 \u4e07\u5143\u4e0a\u4e0b\uff0c\u5373\u53ef\u8fbe\u5230 OpenClaw \u793e\u533a\u666e\u904d\u63a8\u8350\u7684 320 \u4ebf\u53c2\u6570\u91cf\u6a21\u578b\u7684\u914d\u7f6e\u6c34\u5e73\u3002<\/p>\n<p>\u5f53\u7136\u8fd9\u8fd8\u53ea\u662f\u5bf9 token \u541e\u5410\u901f\u5ea6\u6709\u8981\u6c42\u7684\u4e13\u4e1a\u914d\u7f6e\u3002\u5982\u679c\u4f60\u5c5e\u4e8e\u7231\u597d\u8005\u3001\u5c1d\u9c9c\u73a9\u4e00\u4e0b OpenClaw\uff0c\u914d\u7f6e\u4e0b\u964d\u5230\u5e38\u89c4 M4 \u82af\u7247\u548c 32GB \u5185\u5b58\u4e5f\u662f\u80fd\u8dd1\u8d77\u6765\u7684\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/9969302EF8EC126F763C26D4910A4AC731BB2B7A_size30_w1080_h611.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u5f53\u7136\uff0c\u8fd9\u4e2a\u6210\u672c\u5bf9\u6bd4\u8fd8\u662f\u6709\u524d\u63d0\uff1a\u4e13\u7528\u4e8e\u7aef\u4fa7\u63a8\u7406\/\u8dd1 OpenClaw\uff0c\u800c\u4e0d\u662f\u5f53\u505a\u4e3b\u529b\u673a\u3002\u540c\u7b49\u4ef7\u4f4d\u7684 Windows PC \u8fd8\u80fd\u6253<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b8%b8%e6%88%8f\" title=\"View all posts in \u6e38\u620f\" target=\"_blank\" class=\"tag_link\">\u6e38\u620f<\/a>\u3001\u526a\u89c6\u9891\uff0c\u901a\u7528\u6027\u66f4\u5f3a\u3002<\/p>\n<p>\u53e6\u5916\uff0cMac \u7684\u7edf\u4e00\u5185\u5b58\u548c PC \u5e73\u53f0\u72ec\u663e\u7684\u663e\u5b58\u4e5f\u4e0d\u662f\u4e00\u56de\u4e8b\u3002\u7edf\u4e00\u5185\u5b58\u7531\u7cfb\u7edf\u548c\u6a21\u578b\u5171\u4eab\uff0c\u4e00\u53f0 32GB \u5185\u5b58\u7684 Mac mini\uff0cmacOS \u7cfb\u7edf\u548c\u5176\u4ed6\u8f6f\u4ef6\u4ecd\u9700\u5360\u636e\u51e0\u4e2a GB\u3002\u800c RTX 3090 \u7684\u663e\u5b58\u72ec\u7acb\uff0c\u6a21\u578b\u53ef\u4ee5\u5168\u90e8\u5360\u7528\uff0c\u751a\u81f3\u914d\u5408 CPU \u5185\u5b58\u8dd1\u66f4\u5927\u7684\u91cf\u5316\u6a21\u578b\u3002<\/p>\n<p>\u5982\u679c\u4f60\u53ea\u7528\u4e91\u7aef API \u505a OpenClaw \u7684\u5927\u8111\uff0c\u4e0d\u8003\u8651\u7aef\u4fa7\u90e8\u7f72\uff0c\u90a3 Mac \u7684\u6613\u7528\u6027\u4f18\u52bf\u4f9d\u7136\u5728\u3002<\/p>\n<p>\u53e6\u5916\uff0cCUDA \u867d\u7136\u63d0\u4f9b\u4e86\u7edf\u4e00\u5185\u5b58\u7f16\u7a0b\u63a5\u53e3\uff0c\u4f46\u7269\u7406\u4e0a CPU \u5185\u5b58\u548c GPU \u663e\u5b58\u4f9d\u7136\u5206\u79bb\uff0c\u6570\u636e\u642c\u8fd0\u548c\u5e26\u5bbd\u74f6\u9888\u5e76\u672a\u6d88\u9664\u3002<\/p>\n<p>\u518d\u6765\u770b\u529f\u8017\u3002<\/p>\n<p>Agent \u7684\u5de5\u4f5c\u65b9\u5f0f\u662f\u6301\u7eed\u5faa\u73af\u7684\uff1a\u4efb\u52a1\u89e6\u53d1\u3001\u601d\u8003\u63a8\u7406\u3001\u6267\u884c\u3001\u7b49\u5f85\u3001\u518d\u89e6\u53d1\u3002\u524d\u8ff0\u914d\u7f6e\u7684 Windows PC \u4f1a\u8dd1\u5230 300-400W \u5de6\u53f3\uff08\u672c\u5730\u90e8\u7f72\uff09\uff0c\u6563\u70ed\u566a\u97f3\u548c\u7535\u8d39\u90fd\u4e0d\u662f\u5c0f\u6570\u76ee\u3002<\/p>\n<p><strong>Mac mini \u901a\u5e38\u7a33\u5b9a\u529f\u8017\u5728 10-40W \u5de6\u53f3\uff0c\u5cf0\u503c\u529f\u7387 65W\uff08M4\uff09\u6216 155W\uff08M4 Pro\uff09\uff0c\u6563\u70ed\u53ef\u63a7\uff0c\u51e0\u4e4e\u6ca1\u6709\u98ce\u6247\u566a\u97f3\uff0c\u8fd0\u884c\u66f4\u5b89\u9759\u3002\u8fd9\u79cd\u4f4e\u5ef6\u8fdf\u3001\u4f4e\u529f\u8017\u7684\u6301\u7eed\u5de5\u4f5c\u65b9\u5f0f\uff0c\u4f1a\u4ea7\u751f\u6f5c\u79fb\u9ed8\u5316\u7684\u4f53\u9a8c\u5dee\u5f02\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/935244A05FE35A745E8C127A39DE06620462ED3B_size133_w1080_h1080.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u7f51\u53cb 3D \u6253\u5370\u7684\u5957\u4ef6\u300cClawy MacOpenClawface\u300d<\/p>\n<p>\u5f53\u7136\u6211\u4eec\u66f4\u591a\u8fd8\u662f\u56f4\u7ed5 OpenClaw \u8fd9\u4e2a\u4ee5\u63a8\u7406\u4e3a\u4e3b\u7684\u573a\u666f\u8fdb\u884c\u8ba8\u8bba\u3002\u5982\u679c\u5de5\u4f5c\u6d89\u53ca\u672c\u5730\u5fae\u8c03\uff0c\u5e76\u4e14\u5bf9\u4e8e\u6548\u7387\u6709\u8ffd\u6c42\u7684\u8bdd\uff0c\u90a3\u4e48\u5728 macOS \u5e73\u53f0\u8981\u5f80\u5f80\u8981\u5230 Mac Studio\uff0c\u6216\u81f3\u5c11\u9876\u914d\u7684 MacBook Pro\uff0c\u624d\u80fd\u7b97\u6478\u5230\u95e8\u69db\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0cMac \u4e0d\u652f\u6301 CUDA \u4e5f\u662f\u4e2a\u53ef\u80fd\u6c38\u8fdc\u90fd\u65e0\u6cd5\u6539\u53d8\u7684\u4e8b\u5b9e\u3002\u4e0d\u8fc7\uff0cCUDA \u7684\u771f\u6b63\u6218\u573a\u662f\u6a21\u578b\u8bad\u7ec3\uff0c\u63a8\u7406\u573a\u666f\u5bf9\u5b83\u7684\u4f9d\u8d56\u5c0f\u5f97\u591a\uff0c\u6bd5\u7adf\u82f9\u679c\u5728\u63a8\u7406\u4e0a\u6709 MLX \u8fd9\u5f20\u738b\u724c\uff08\u540e\u9762\u4f1a\u8be6\u8ff0\uff09\u3002<\/p>\n<p>\u518d\u56de\u5230 OpenClaw\uff1a\u5b83\u7684\u521b\u9020\u8005 Peter Steinberger \u66fe\u7ecf\u516c\u5f00\u8868\u793a\uff0c\u81ea\u5df1\u5f88\u559c\u6b22 Windows\uff0c\u89c9\u5f97\u5b83\u7684\u529f\u80fd\u66f4\u5f3a\u3002\u4ed6\u5728 Lex Fridman \u64ad\u5ba2\u4e2d\u8bf4\uff0cMac mini \u4e0d\u662f\u552f\u4e00\u7684\u300c\u8089\u8eab\u300d\u9009\u62e9\uff0c\u901a\u8fc7 WSL2 \u65b9\u5f0f\u8fd0\u884c OpenClaw \u5df2\u7ecf\u975e\u5e38\u6210\u719f\u4e86\uff1b\u4ed6\u751a\u81f3\u516c\u5f00\u5410\u69fd\u82f9\u679c\u5728 AI \u9886\u57df\u300c\u641e\u7838\u4e86\u300d\uff0c\u5e76\u4e14\u5bf9\u82f9\u679c\u751f\u6001\u7684\u5c01\u95ed\u6027\u611f\u5230\u4e0d\u6ee1\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/60E35B44AE55EFA0147765CA4080776B99781662_size891_w1080_h1634.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u4f46\u5ba2\u89c2\u6765\u8bb2\uff0c\u5bf9\u4e8e\u6280\u672f\u5c0f\u767d\u578b\u7528\u6237\u7684\u90e8\u7f72\u95e8\u69db\uff0cMac mini \u786e\u5b9e\u662f\u6700\u7701\u5fc3\u3001\u6700\u5bb9\u6613\u4e0a\u624b\u7684\u65b9\u6848\u3002\u4e3b\u8981\u539f\u56e0\u5c31\u662f\u5b83\u7684\u529f\u8017\u3001\u9759\u97f3\u3001\u5c3a\u5bf8\u8db3\u591f\u5c0f\uff0c\u50cf\u662f\u4e00\u4e2a\u53ef\u4ee5\u63d2\u5728\u5899\u89d2\u300124 \u5c0f\u65f6\u5f85\u673a\u4e14\u4e0d\u9700\u8981\u7ef4\u62a4\u7684\u300c\u670d\u52a1\u5668\u8282\u70b9\u300d\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u548c\u529f\u8017\u6709\u5173\u7684\u4f8b\u8bc1\uff1a\u524d\u51e0\u5929\u6709\u4e00\u4f4d\u5de5\u7a0b\u5e08 Manjeet Singh \u6210\u529f\u5b9e\u73b0\u4e86\u5bf9 M4 \u5904\u7406\u5668\u4e0a\u300c\u795e\u7ecf\u5f15\u64ce\u300d(Neural Engine\uff0c\u7b80\u79f0 ANE\uff09\u7684\u9006\u5411\u5de5\u7a0b\uff0c\u53d1\u73b0 ANE \u7684\u529f\u8017\u6548\u7387\u6781\u9ad8\uff1a\u7b97\u529b\u8dd1\u6ee1\u65f6\u7684\u6548\u7387\u9ad8\u8fbe 6.6 TOPS\/W\u3002<\/p>\n<p>\u5bf9\u6bd4\u82f9\u679c\u7684 M4 GPU\uff0c\u7ea6\u5408 1TOPS\/W\uff1b\u82f1\u4f1f\u8fbe H100 \u5927\u7ea6 0.13\uff0cA100 \u662f 0.08 TOPS\/W\u3002<\/p>\n<p>\u6298\u7b97\u4e00\u4e0b\uff0cA100 \u5355\u5361\u7684\u541e\u5410\u6027\u80fd\u662f M4 ANE \u7684 50 \u500d\uff0c\u4f46 M4 ANE \u7684\u529f\u8017\u6027\u80fd\u5374\u662f A100 \u7684 80 \u500d\u3002\u539f\u4f5c\u8005\u5728\u6587\u7ae0\u91cc\u5199\u9053\uff1a\u5bf9\u4e8e\u7aef\u4fa7\u63a8\u7406\uff0cANE \u7684\u6027\u80fd\u662f\u975e\u5e38\u51fa\u8272\u7684\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/B886F4CD8DD1F1BE2B0977A7CDC34F929EA304CF_size22_w500_h183.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u7531\u795e\u7ecf\u5f15\u64ce\u8bf4\u5f00<\/p>\n<p>2011 \u5e74\uff0c\u82f9\u679c\u5728 A5 \u5904\u7406\u5668\u7684\u56fe\u50cf\u5904\u7406\u5355\u5143 (ISP) \u4e2d\u9996\u6b21\u901a\u8fc7\u786c\u5199\u5165\u7684\u65b9\u5f0f\uff0c\u5b9e\u73b0\u4e86\u4eba\u8138\u5b9e\u65f6\u68c0\u6d4b\u7b49\u540e\u6765\u88ab\u89c6\u4e3a AI \u4efb\u52a1\u7684\u529f\u80fd\u3002<\/p>\n<p>2014 \u5e74\uff0c\u82f9\u679c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%94%b6%e8%b4%ad\" title=\"View all posts in \u6536\u8d2d\" target=\"_blank\" class=\"tag_link\">\u6536\u8d2d<\/a>\u4e86 PrimeSense \u516c\u53f8\uff0c\u5e76\u5f00\u59cb\u7814\u53d1\u4e00\u79cd\u5168\u65b0\u7684\u3001\u4e13\u95e8\u7528\u4e8e\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u7684\u534f\u5904\u7406\u5668\u3002\u8fd9\u65b9\u9762\u7684\u5de5\u4f5c\u5728\u4e09\u5e74\u540e\u7684 iPhone X \u4e0a\u95ee\u4e16\uff1aA11 Bionic \u5904\u7406\u5668\u5f53\u4e2d\u52a0\u5165\u4e86\u524d\u9762\u63d0\u5230\u7684\u795e\u7ecf\u5f15\u64ce ANE\uff0c\u7b97\u529b\u53ea\u6709\u533a\u533a 0.6 TOPS\uff0c\u7528\u6765\u9a71\u52a8 Face ID \u548c\u62cd\u7167\u4eba\u50cf\u6a21\u5f0f\u3002<\/p>\n<p>\u90a3\u65f6 AI \u8fd8\u6ca1\u5230\u5927\u6a21\u578b\u65f6\u4ee3\uff0c\u8dd1\u7684\u4e3b\u8981\u662f\u5404\u79cd<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\" title=\"View all posts in \u673a\u5668\u5b66\u4e60\" target=\"_blank\" class=\"tag_link\">\u673a\u5668\u5b66\u4e60<\/a>\u7b97\u6cd5\u3002\u5e02\u573a\u5bf9\u82f9\u679c\u8fd9\u5757\u534f\u5904\u7406\u5668\u7684\u63a8\u51fa\u5e76\u6ca1\u4ec0\u4e48\u7279\u522b\u7684\u53cd\u5e94\u3002\u4f46\u82f9\u679c\u4ece\u672a\u653e\u5f03\u8fc7\uff0c\u6301\u7eed\u52a0\u7801\u3002<\/p>\n<p>\u4e09\u5e74\u540e\uff0cM1 \u53d1\u5e03\uff0c\u7edf\u4e00\u5185\u5b58\u67b6\u6784\u540c\u65f6\u5230\u4f4d\uff0c ANE \u4e5f\u8fdb\u9a7b\u4e86 Mac\u3002\u684c\u9762\u5e73\u53f0\u7684\u529f\u7387\u9884\u7b97\u66f4\u5145\u8db3\uff0c\u4e5f\u8ba9 ANE \u7684\u7b97\u529b\u8df3\u5230 11 TOPS\u3002\u6b64\u540e\u6bcf\u4ee3\u66f4\u65b0\uff1aM2 \u662f 15.8 TOPS\uff0cM3 \u662f 18 TOPS\uff0cM4 \u662f 38 TOPS\uff0c\u5230\u4e86 2025\u5e74\u5e95\u7684 M5 \uff0c\u8fbe\u5230\u4e86 57 TOPS\u3002\u4ece M1 \u5230 M5\uff0c\u82f9\u679c\u7684 ANE \u7b97\u529b\u6da8\u4e86\u8d85\u8fc7 5 \u500d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/AE2C41E1416C15476F5CBAE057F2B14A45D85B0C_size332_w653_h653.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p><strong>\u8fd9\u4e2a\u589e\u957f\u80cc\u540e\u7684\u903b\u8f91\uff0c\u5176\u5b83 PC \u5382\u5546\u4e0d\u80fd\u8bf4\u4e0d\u7fa1\u6155\u3002\u82f9\u679c\u4e3a Mac \u52a0\u5165 <\/strong><strong>AI<\/strong><strong> \u52a0\u901f\u786c\u4ef6\u4e4b\u524d\uff0c\u5df2\u7ecf\u6709\u6570\u5343\u4e07\u751a\u81f3\u4e0a\u4ebf\u53f0 iPhone \u5728\u8dd1\u540c\u4e00\u5957 ANE \u67b6\u6784\u4e86\u3002\u529f\u8017\u8868\u73b0\u3001\u7a33\u5b9a\u6027\u3001\u6781\u7aef\u60c5\u51b5\u4e0b\u7684\u8fb9\u7f18\u6848\u4f8b\uff0c\u5728\u5e02\u552e\u673a\u578b\u4e0a\u5df2\u7ecf\u5f97\u5230\u9a8c\u8bc1\uff0c\u518d\u642c\u5230 Mac \u4e0a\u6765\u3002<\/strong><\/p>\n<p>\u82f1\u7279\u5c14\u548c AMD \u5728\u79fb\u52a8\u7aef\u51e0\u4e4e\u6ca1\u6709\u6d88\u8d39\u7ea7\u89c4\u6a21\uff1b\u9ad8\u901a\u867d\u7136\u540c\u6837\u628a Snapdragon \u82af\u7247\u653e\u8fdb\u4e86\u6570\u4ebf\u53f0 Android \u624b\u673a\uff0c\u4f46\u5b83\u53ea\u662f\u82af\u7247\u4f9b\u5e94\u5546\u3002Android \u4e0a\u7684 AI \u662f\u8c37\u6b4c (Gemini) \u4ee5\u53ca\u5404\u5927\u624b\u673a\u5382\u5546\u8054\u5408\u7b2c\u4e09\u65b9 AI \u5b9e\u9a8c\u5ba4\u505a\u7684\uff1bWindows \u7684 AI (Copilot) \u662f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%be%ae%e8%bd%af\" title=\"View all posts in \u5fae\u8f6f\" target=\"_blank\" class=\"tag_link\">\u5fae\u8f6f<\/a>\u505a\u7684\u3002<\/p>\n<p>\u82f9\u679c\u7684\u4e0d\u540c\u5728\u4e8e\uff0c\u5b83\u5b9e\u73b0\u4e86\u5782\u76f4\u6574\u5408\uff0c\u540c\u65f6\u638c\u63a7\u786c\u4ef6\u548c\u8f6f\u4ef6\u3002\u5176\u4ed6\u82af\u7247\u5382\u5546\u6ca1\u6709\u8fd9\u79cd\u7edf\u4e00\u63a7\u5236\u6743\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u5728 Mac \u4e0a\u63a8\u7406\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5176\u5b9e\u8ddf ANE \u6ca1\u4ec0\u4e48\u5173\u7cfb\uff0c\u5b83\u66f4\u64c5\u957f\u5904\u7406 Face ID\u3001\u4eba\u50cf\u8bc6\u522b\u8fd9\u7c7b\u56fa\u5b9a\u6a21\u5f0f\u7684 AI \u4efb\u52a1\u3002\u771f\u6b63\u627f\u62c5\u4e3b\u8981\u8ba1\u7b97\u91cf\u7684\u662f GPU\u3002<\/p>\n<p>\uff08\u6ce8\uff1a\u6700\u8fd1\u60c5\u51b5\u53d1\u751f\u4e86\u7ec6\u5fae\u7684\u53d8\u5316\u3002\u9996\u5148\uff0cM \u7cfb\u5217\u82af\u7247\u4e0a\u7684 ANE \u5df2\u7ecf\u627f\u62c5\u63d0\u793a\u8bcd\u6ce8\u5165 prefill \u9636\u6bb5\u7684\u5de5\u4f5c\u4e86\uff1b\u4ee5\u53ca\u521a\u624d\u63d0\u8fc7\u7684 M4 ANE \u9006\u5411\u5de5\u7a0b\uff1a\u8be5\u5de5\u7a0b\u5e08\u8fd8\u5b9e\u73b0\u4e86\u8df3\u8fc7 CoreML \u76f4\u63a5\u8c03\u7528 ANE\uff0c\u541e\u5410\u91cf\u663e\u8457\u63d0\u5347\u3002\u901a\u8fc7\u8fd9\u79cd\u601d\u8def\uff0c\u6216\u8bb8\u53ef\u4ee5\u627e\u5230\u76f4\u63a5\u5229\u7528 ANE\uff0c\u6765\u52a0\u901f\u63a8\u7406\u751a\u81f3\u8bad\u7ec3\u7684\u901a\u7528\u65b9\u6cd5\u3002\uff09<\/p>\n<p>2023 \u5e74\u5e95\uff0c\u82f9\u679c\u5f00\u6e90\u4e86 MLX\uff0c\u628a\u4e13\u95e8\u9488\u5bf9 M \u7cfb\u5217\u82af\u7247\u4f18\u5316\u7684\u6a21\u578b\u63a8\u7406\u6846\u67b6\u76f4\u63a5\u7ed9\u4e86\u5f00\u53d1\u8005\u3002\u53bb\u5e74\uff0c\u57fa\u7840\u6a21\u578b\u6846\u67b6\u968f Apple \u667a\u80fd\u53d1\u5e03\uff0cApp \u5f00\u53d1\u8005\u53ef\u4ee5\u5728 iPhone \u548c Mac \u4e0a\u8c03\u7528\u7cfb\u7edf\u5185\u7f6e\u7684\u57fa\u7840\u6a21\u578b\uff0c\u65e0\u9700\u8054\u7f51\uff0c\u6570\u636e\u4e0d\u79bb\u5f00\u8bbe\u5907\u3002<\/p>\n<p>Apple \u667a\u80fd\u4e00\u518d\u8df3\u7968\uff0c\u8fd9\u4ef6\u4e8b\u786e\u5b9e\u6ca1\u4ec0\u4e48\u597d\u8fa9\u62a4\u7684\u3002\u4e0d\u8fc7\uff0c\u82f9\u679c\u8fdc\u5728 10 \u5e74\u524d\u5c31\u5f00\u59cb\u8bd5\u6c34\uff0c\u5728\u591a\u5e74\u4ee5\u524d\u5c31\u4e3a\u684c\u9762\u7ea7 AI \u5f00\u53d1\u6253\u4e0b\u4e86\u57fa\u7840\uff0c\u662f\u4e0d\u4e89\u7684\u4e8b\u5b9e\u3002<\/p>\n<p><strong>\u800c\u5728 Windows \u90a3\u8fb9\uff0c\u300c<\/strong><strong>AI<\/strong><strong> PC\u300d\u8fd9\u4e2a\u8bcd\u5f00\u59cb\u51fa\u73b0\u5728\u82f1\u7279\u5c14\u3001AMD \u548c PC \u5382\u5546\u7684\u65b0\u95fb\u7a3f\u548c ppt \u91cc\uff0c\u8981\u5230 2023 \u5e74\u5e95\u4e86\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/BDB693E22D2E760DC2B01BE926FCEA17A8D52C8F_size511_w1080_h863.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>2024 \u5e74 5 \u6708\uff0c\u5fae\u8f6f\u53d1\u5e03 Copilot+ PC \u8ba4\u8bc1\u4f53\u7cfb\uff0c\u65d7\u8230\u529f\u80fd\u540d\u53eb\u300cRecall\u300d\uff0c\u5927\u6982\u7684\u903b\u8f91\u662f\u7cfb\u7edf\u6301\u7eed\u5bf9\u5c4f\u5e55\u5185\u5bb9\u622a\u56fe\uff0c\u7136\u540e Windows \u7684\u7cfb\u7edf\u7ea7 AI \u80fd\u591f\u5e2e\u4f60\u56de\u5fc6\u8fc7\u53bb\u770b\u5230\u8fc7\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u5148\u4e0d\u8bf4\u8fd9\u4e2a\u529f\u80fd\u5728\u53d1\u5e03\u5f53\u65f6\u7684\u5b9e\u9645\u610f\u4e49\u662f\u4ec0\u4e48\uff0c\u5b83\u7684\u5b89\u5168\u6027\u9996\u5148\u88ab\u53d1\u73b0\u6709\u4e25\u91cd\u95ee\u9898\uff1a\u4ec5\u5728\u53d1\u5e03\u4e00\u4e2a\u6708\u540e\uff0c\u7814\u7a76\u4eba\u5458\u5c31\u53d1\u73b0 Recall \u529f\u80fd\u4f1a\u628a\u6240\u6709\u622a\u56fe\u5b58\u5728\u4e00\u4e2a\u672a\u52a0\u5bc6\u7684\u672c\u5730\u660e\u6587\u6570\u636e\u5e93\u91cc\u3002<\/p>\n<p>\u5fae\u8f6f\u7d27\u6025\u64a4\u4e0b\u4e86 Recall \u529f\u80fd\u3002\u8fc7\u4e86\u534a\u5e74\u5fae\u8f6f\u518d\u6b21\u63a8\u51fa\u6d4b\u8bd5\u7248\uff0c\u7ed3\u679c\u518d\u6b21\u56e0\u4e3a\u65b0\u7684\u5b89\u5168\u95ee\u9898\u800c\u5ef6\u8fdf\u3002\u76f4\u5230 2025 \u5e74 4 \u6708\uff0cRecall \u624d\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u4f46\u6539\u6210\u4e86\u9ed8\u8ba4\u5173\u95ed\uff0c\u542f\u52a8\u540e\u6570\u636e\u6539\u4e3a\u52a0\u5bc6\u5b58\u50a8\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/9ACDE8CE98AD0DC90327B9BD72E5287EEBD36D74_size190_w1080_h652.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u4ece\u53d1\u5e03\u4f1a\u5ba3\u4f20\u5230\u771f\u6b63\u80fd\u7528\uff0c\u5c06\u8fd1\u4e00\u5e74\uff0c\u53ef\u4ee5\u8bf4\u6574\u4e2a Windows \u751f\u6001 AI PC \u7684\u65d7\u8230\u529f\u80fd\uff0c\u7ecf\u5386\u4e86\u4e00\u6574\u6b21\u4ece\u5934\u91cd\u65b0\u8bbe\u8ba1\uff0c\u5c34\u5c2c\u7a0b\u5ea6\u5176\u5b9e\u4e0d\u4e9a\u4e8e Apple \u667a\u80fd\/\u65b0\u7248 Siri \u7684\u4e00\u8df3\u518d\u8df3\uff0c\u4f46\u53ef\u80fd\u56e0\u4e3a Windows \u751f\u6001\u7684\u58f0\u91cf\u5b9e\u5728\u592a\u4f4e\uff0cAI PC \u6ca1\u591a\u5c11\u4eba\u5173\u6ce8\uff0c\u5f88\u591a\u4eba\u90fd\u6ca1\u542c\u8bf4\u8fc7\u8fd9\u56de\u4e8b\u3002<\/p>\n<p>\u5728 Copilot+ PC \u8fd9\u4e2a\u4f53\u7cfb\u7684\u8ba4\u8bc1\u6807\u51c6\u65b9\u9762\uff0c\u5fae\u8f6f\u4e3b\u8981\u9488\u5bf9\u7684\u662f\u795e\u7ecf\u5904\u7406\u5f15\u64ce NPU\uff0c\u8981\u6c42\u662f 40TOPS\u3002\u4e0d\u8fc7\uff0c\u8fd9\u4e2a\u7b97\u529b\u7684\u7528\u9014\u662f\u5b9e\u65f6\u5b57\u5e55\u3001\u80cc\u666f\u865a\u5316\u3001\u7167\u7247\u589e\u5f3a\uff0c\u8bf8\u5982\u6b64\u7c7b\u7684\u6d88\u8d39\u7aef\u7a84\u4efb\u52a1\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u4ece\u6765\u4e0d\u5728\u5b83\u7684\u5c04\u7a0b\u91cc\uff08\u548c\u82f9\u679c ANE \u540c\u7406\uff09\u3002<\/p>\n<p>\u5f53\u5f00\u53d1\u8005\u5c1d\u8bd5\u53bb\u505a\u7aef\u4fa7\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u65f6\uff0c\u4f1a\u53d1\u73b0\u867d\u7136\u8fd9\u4e9b\u7535\u8111\u540d\u4e3a AI PC\uff0c\u4f46\u5e76\u6ca1\u9488\u5bf9 AI \u63a8\u7406\u7528\u9014\u505a\u4ec0\u4e48\u4f18\u5316\u3002\u5fae\u8f6f Copilot \u672c\u8eab\u7684\u6838\u5fc3\u7b97\u529b\u6765\u81ea Azure \u4e91\u7aef\uff0c\u548c\u7aef\u4fa7\u81ea\u8eab\u7684\u7b97\u529b\u51e0\u4e4e\u65e0\u5173\u3002\u4e70\u4e86\u4e00\u53f0 Windows AI PC \u7684\u7528\u6237\uff0c\u6700\u80fd\u611f\u77e5\u5230\u7684 AI \u63d0\u5347\uff0c\u5927\u6982\u662f\u5b9e\u65f6\u5b57\u5e55\u548c\u7167\u7247\u81ea\u52a8\u5206\u7c7b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/14543F2B7BBB632B11D4D11431200662BC7841B3_size35_w720_h480.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u8bf4\u5230\u7aef\u4fa7\u63a8\u7406\uff0c\u8fd8\u6709\u4e00\u4e2a\u5173\u952e\u56e0\u7d20\uff1aWindows AI \u751f\u6001\u7684\u4f18\u5316\u8def\u5f84\u662f\u5206\u6563\u7684\u3002<\/p>\n<p>NVIDIA GPU \u7528 CUDA \u548c TensorRT\uff0cIntel NPU \u7528 OpenVINO\uff0c\u9ad8\u901a NPU \u7528 QNN SDK\uff0cAMD NPU \u7528\u81ea\u5bb6\u9a71\u52a8\u6808\u3002\u6a21\u578b\u5b58\u50a8\u683c\u5f0f\u4e5f\u8f83\u4e3a\u788e\u7247\u5316\uff0c\u6709 CPU+GPU \u63a8\u7406\u7684\u901a\u7528\u683c\u5f0f\uff08GGUF\uff0c\u51c6\u786e\u6765\u8bf4\u662f CPU \u63a8\u7406 + GPU \u5206\u5c42\u5378\u8f7d\uff09\uff0c\u4e5f\u6709 GPU-only \u7684\u683c\u5f0f\uff08EXL2\uff09\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u60f3\u8ba9\u6a21\u578b\u4ee5\u53ca\u6a21\u578b\u9a71\u52a8\u7684\u529f\u80fd\u8fd0\u884c\u5728 Windows AI PC \u4e0a\uff0c\u5728\u63a8\u7406\u540e\u7aef\u65b9\u9762\u7684\u5de5\u4f5c\u4f1a\u66f4\u52a0\u590d\u6742\u3002\u5fae\u8f6f\u6709 ONNX Runtime \u548c DirectML\uff08\u5df2\u8fdb\u5165\u7eed\u547d\u72b6\u6001\uff09\u4f5c\u4e3a\u7edf\u4e00\u62bd\u8c61\u5c42\uff0c\u4f46\u7edf\u4e00\u7684\u4ee3\u4ef7\u662f\u727a\u7272\u5404\u5382\u5546\u7684\u5cf0\u503c\u6027\u80fd\u3002\u82f9\u679c\u662f\u76ee\u524d\u552f\u4e00\u4e00\u5bb6\u4e3a\u81ea\u5bb6 PC \u786c\u4ef6\u4e13\u95e8\u5f00\u53d1\u5e76\u6301\u7eed\u7ef4\u62a4 LLM \u63a8\u7406\u6846\u67b6\u7684 PC \u5382\u5546\uff0c\u8fd9\u4e2a\u6846\u67b6\u5c31\u662f MLX\u3002<\/p>\n<p>\u5728 Hugging Face \u7b49\u5f00\u6e90\u6a21\u578b\u5e73\u53f0\u4e0a\uff0c\u4f60\u4f1a\u5f88\u5bb9\u6613\u627e\u5230\u5927\u91cf\u91c7\u7528 MLX \u6846\u67b6\u7684\u6a21\u578b\uff0c\u53ea\u8981\u5e26\u6709 MLX \u540e\u7f00\uff0c\u5e76\u4e14\u5185\u5b58\/\u5904\u7406\u5668\u5141\u8bb8\uff0c\u53ef\u4ee5\u76f4\u63a5\u300c\u5f00\u7bb1\u5373\u7528\u300d\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u8fd9\u51e0\u5929 MLX \u7684\u4e3b\u8981\u8d21\u732e\u8005\u4e4b\u4e00 Awni Hannun \u521a\u4ece\u82f9\u679c\u79bb\u804c\uff0c\u4e3a\u8be5\u9879\u76ee\u7684\u540e\u7eed\u53d1\u5c55\u589e\u6dfb\u4e86\u4e9b\u8bb8\u53d8\u6570\u3002Hannun \u4e5f\u8868\u793a MLX \u56e2\u961f\u4ecd\u6709\u8bb8\u591a\u4f18\u79c0\u5458\u5de5\uff0c\u53ef\u4ee5\u653e\u5fc3\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/11129B1274D1781BCCC7D6A974A31A8D5D73E7B8_size668_w1080_h1196.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u6211\u4eec\u81ea\u5df1\u7684\u4f53\u9a8c<\/p>\n<p>\u8fc7\u53bb\u4e00\u5e74\uff0c\u7231\u8303\u513f\u81ea\u5df1\u505a\u4e86\u4e0d\u5c11\u7aef\u4fa7\u90e8\u7f72 AI \u6a21\u578b\u7684\u6d4b\u8bd5\uff0c\u4e5f\u91c7\u8bbf\u8fc7\u4e00\u4e9b\u76f8\u5173\u7684\u5916\u90e8\u5f00\u53d1\u8005\u3002\u6709\u4e24\u6b21\u503c\u5f97\u4e00\u63d0\u3002<\/p>\n<p>\u53bb\u5e74\u6625\u8282\uff0cDeepSeek \u6a2a\u7a7a\u51fa\u4e16\uff0c\u65b0\u6b3e Mac Studio \u4e5f\u5728\u8282\u540e\u4e0d\u4e45\u9762\u5e02\u3002 \u6211\u4eec\u7528\u4e00\u53f0\u552e\u4ef7\u5feb\u5230 10 \u4e07\u5143\u4eba\u6c11\u5e01\u7684 M3 Ultra Mac Studio\uff08512GB + 16TB\uff09\u8dd1\u4e86 DeepSeek R1 671B \u6a21\u578b\uff08\u6ce8\uff1a\u5b9e\u9645\u4e0a\u53ea\u9700\u8981\u5185\u5b58\uff0c\u786c\u76d8\u4e0d\u7528\u90a3\u4e48\u5927\uff0c1TB SSD \u552e\u4ef7\u4e03\u4e07\u591a\u7684\u578b\u53f7\u5c31\u591f\u4e86\uff09\uff0c\u4ee5\u53ca\u84b8\u998f\u8fc7\u7684 70B \u7248\u672c\u3002<\/p>\n<p>\u6211\u4eec\u5f53\u65f6\u5f97\u51fa\u7ed3\u8bba\uff1a\u5bf9\u4e8e\u7aef\u4fa7\u90e8\u7f72\u5bf9\u8bdd\uff0c\u65e5\u5e38\u7528 70B \u8db3\u77e3\uff0c\u82b1\u5927\u51e0\u4e07\u4e70\u53f0\u673a\u5668\u53ea\u4e3a\u4e86\u8ddf AI \u804a\u5929\uff0c\u5b9e\u5728\u662f\u6709\u94b1\u70e7\u7684\u614c\u3002\u5f53\u65f6\u7684\u6a21\u578b\u80fd\u529b\u786e\u5b9e\u4e5f\u5c31\u4e0d\u592a\u884c\uff0c\u540e\u6765\u624d\u6709\u65b0\u7684\u591a\u6a21\u6001\u6a21\u578b\u548c agent \u80fd\u529b\u51fa\u6765\u3002<\/p>\n<p>\u4f46 671B \u6a21\u578b\u7684\u5929\u91cf\u53c2\u6570\u6a21\u578b\u80fd\u591f\u5728\u4e00\u53f0\u684c\u9762\u673a\u4e0a\u7aef\u4fa7\u63a8\u7406\uff0c\u4ecd\u7136\u662f\u4e00\u79cd\u5947\u89c2\u3002512GB \u7684\u7edf\u4e00\u5185\u5b58\u4e0a\uff0c671B \u6a21\u578b\u5360\u7528\u4e86 400GB\uff0c\u52a0\u4e0a\u4e0a\u4e0b\u6587\u3001macOS \u7cfb\u7edf\u672c\u8eab\u4ee5\u53ca\u5176\u4ed6\u4efb\u52a1\u5360\u7528\uff0c\u57fa\u672c\u63a5\u8fd1\u6ee1\u8f7d\uff0c\u4f46\u673a\u5668\u5168\u7a0b\u8fd0\u884c\u5b89\u9759\uff0c\u566a\u97f3\u5728\u6b63\u5e38\u8303\u56f4\uff0c\u4e5f\u6ca1\u6709\u8fc7\u70ed\u3002<\/p>\n<p>\u8fd9\u4e2a\u53c2\u6570\u89c4\u6a21\uff0c\u5728\u4f20\u7edf AI \u57fa\u7840\u8bbe\u65bd\u903b\u8f91\u91cc\uff0c\u5c5e\u4e8e\u6570\u636e\u4e2d\u5fc3\u7ea7\u522b\uff0c\u6d88\u8d39\u7ea7\u786c\u4ef6\u7406\u8bba\u4e0a\u4e0d\u8be5\u51fa\u73b0\u5728\u8fd9\u4e2a\u573a\u666f\u91cc\u3002\u4f46\u90a3\u53f0 M3 Ultra Mac Studio\uff0c\u771f\u5c31\u786c\u751f\u751f\u4e5f\u9759\u6084\u6084\u5730\u51fa\u73b0\u4e86\u3002<\/p>\n<p>\u540e\u6765\uff0c\u6211\u4eec\u91c7\u8bbf\u8fc7\u4e00\u4e2a\u82f1\u56fd\u725b\u6d25\u5927\u5b66\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e4%b8%9a\" title=\"View all posts in \u521b\u4e1a\" target=\"_blank\" class=\"tag_link\">\u521b\u4e1a<\/a>\u56e2\u961f Exo Labs\u3002\u4ed6\u4eec\u7528 4 \u53f0 512GB \u7edf\u4e00\u5185\u5b58\u7684 Mac Studio\uff0c\u901a\u8fc7\u4e32\u8054\u7684\u65b9\u5f0f\u7ec4\u6210\u4e86\u4e00\u4e2a 128 \u6838 CPU\u3001320 \u6838 GPU\u30012TB \u7edf\u4e00\u5185\u5b58\u3001\u603b\u5185\u5b58\u5e26\u5bbd\u8d85\u8fc7 3TB\/s \u7684\u7b97\u529b\u96c6\u7fa4\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/DDC53A781DEB735BB7207057A050958AB78D1322_size857_w1080_h810.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u56e2\u961f\u4e3a\u8fd9\u4e2a Mac \u96c6\u7fa4\u5f00\u53d1\u4e86\u8c03\u5ea6\u5e73\u53f0 Exo V2\uff0c\u53ef\u4ee5\u540c\u65f6\u52a0\u8f7d 2 \u4e2a DeepSeek \u6a21\u578b\uff08V3+R1\uff0c8-bit \u91cf\u5316\uff09\u3002\u4e0d\u4f46\u4e24\u4e2a\u6a21\u578b\u5e76\u884c\u63a8\u7406\uff0c\u7814\u7a76\u4eba\u5458\u751a\u81f3\u53ef\u4ee5\u901a\u8fc7 QLoRA \u6280\u672f\u6765\u505a\u4e00\u4e9b\u672c\u5730\u5fae\u8c03\u5de5\u4f5c\uff0c\u663e\u8457\u7f29\u77ed\u4e86\u8bad\u7ec3\u4efb\u52a1\u7684\u7528\u65f6\u3002\u6574\u5957\u7cfb\u7edf\u529f\u8017\u63a7\u5236\u5728 400W \u4ee5\u5185\uff0c\u8fd0\u884c\u65f6\u540c\u6837\u51e0\u4e4e\u6ca1\u6709\u98ce\u6247\u566a\u97f3\u3002<\/p>\n<p>\u540c\u7b49\u7b97\u529b\u7684\u4f20\u7edf\u65b9\u6848\uff0c\u9700\u8981\u5927\u7ea6 20 \u5f20 NVIDIA A100\uff0c\u5f53\u65f6\u7684\u6210\u672c\u8d85\u8fc7 200 \u4e07\u4eba\u6c11\u5e01\uff1b\u76f8\u6bd4\u4e4b\u4e0b\uff0cExo Labs \u8fd9\u5957\u65b9\u6848\u7684\u603b\u6210\u672c\u624d\u4e0d\u8fc7 40 \u4e07\u4eba\u6c11\u5e01\uff08\u540c\u7406 SSD \u4e25\u91cd\u6ea2\u51fa\uff0c\u5176\u5b9e\u53ef\u4ee5 30 \u4e07\u5185\u5c31\u591f\uff09\u3002<\/p>\n<p>Exo Labs \u521b\u59cb\u4eba\u5f53\u65f6\u544a\u8bc9\u6211\u4eec\uff0c\u725b\u6d25\u6709\u81ea\u5df1\u7684 GPU \u96c6\u7fa4\uff0c\u4f46\u7533\u8bf7\u9700\u8981\u63d0\u524d\u51e0\u4e2a\u6708\u6392\u961f\uff0c\u800c\u4e14\u4e00\u6b21\u53ea\u80fd\u7533\u8bf7\u4e00\u5f20\u5361\u3002\u8fd9\u4e9b\u684e\u688f\uff0c\u903c\u8feb\u4ed6\u4eec<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\uff0c\u800c\u4ed6\u4eec\u53c8\u6b63\u597d\u9047\u5230\u4e86\u8d81\u624b\u7684\u5de5\u5177\uff1a<strong>\u7edf\u4e00\u5185\u5b58\u67b6\u6784\u3001MLX\uff0c\u4ee5\u53ca Mac \u7535\u8111\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/7BC474DDD669FC4047A89214E0D62BD7763BF4C2_size62_w500_h463.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u6211\u4eec\u5728\u5f53\u65f6\u7684\u6587\u7ae0\u91cc\u5199\u9053\uff1a\u300c\u5982\u679c\u8bf4\u82f1\u4f1f\u8fbe\u7684 H \u7cfb\u663e\u5361\u662f AI \u5f00\u53d1\u7684\u91d1\u5b57\u5854\u5c16\uff0c\u90a3\u4e48 Mac Studio \u6b63\u5728\u6210\u4e3a\u4e2d\u5c0f\u56e2\u961f\u624b\u4e2d\u7684\u745e\u58eb\u519b\u5200\u3002\u300d<\/p>\n<p>\u8fd9\u4ef6\u4e8b\uff0c\u82f9\u679c\u5176\u5b9e\u65e9\u5c31\u77e5\u9053\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/9F507FF458FB4258479BCCE96B02CD5CB6B5BC52_size705_w1080_h1134.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u771f\u6b63\u7684 AI PC \u662f\u4ec0\u4e48\uff1f<\/p>\n<p>\u53bb\u5e74\u82f9\u679c\u53d1\u5e03\u7684\u57fa\u7840\u6a21\u578b\u6846\u67b6\uff0c\u8ba9 iOS \u548c macOS \u5f00\u53d1\u8005\u53ef\u4ee5\u8c03\u7528\u7cfb\u7edf\u5185\u7f6e\u7684\u57fa\u7840\u6a21\u578b\uff0c\u96f6\u7f51\u7edc\u5ef6\u8fdf\uff0c\u96f6 API \u8d39\u7528\uff0c\u6570\u636e\u4e0d\u79bb\u5f00\u8bbe\u5907\u3002<\/p>\n<p>\u5c3d\u7ba1\u540e\u6765\u82f9\u679c\u57fa\u6a21\u56e2\u961f\u51e0\u8fd1\u5206\u5d29\u79bb\u6790\uff0c\u4f46\u5728\u8fed\u4ee3\u65b9\u9762\u82f9\u679c\u6ca1\u6709\u505c\u5728\u539f\u5730\u3002\u5b83\u5176\u5b9e\u4e00\u76f4\u77e5\u9053\u5f00\u53d1\u8005\u5728\u54ea\u91cc\u3001\u60f3\u8981\u4ec0\u4e48\u3002\u5b83\u7684\u56de\u5e94\uff0c\u5c31\u662f\u5c06\u5927\u6a21\u578b\u9a71\u52a8\u7684 AI \u80fd\u529b\u53d8\u6210\u64cd\u4f5c\u7cfb\u7edf\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u8ba9\u5f00\u53d1\u8005\u66f4\u65b9\u4fbf\u8c03\u7528\u3002<\/p>\n<p><strong>\u4e0a\u5468\uff0c\u82f9\u679c\u5f00\u6e90\u4e86 python-apple-fm-sdk\u3002\u4ee5\u5f80\u82f9\u679c\u57fa\u6a21\u7684\u5b8c\u6574\u6d4b\u8bd5\u548c\u8c03\u4f18\uff0c\u9700\u8981 Swift \u73af\u5883\u5b8c\u6210\uff1b\u73b0\u5728\u8fd9\u5957 SDK \u8ba9\u8def\u53d8\u5bbd\u4e86\uff0c\u4e60\u60ef Python \u5de5\u4f5c\u6d41\u7684\u5f00\u53d1\u8005\u4e5f\u80fd\u53c2\u4e0e\u8fdb\u6765\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/65B6F22E299F01012EE5D49CAC2405C2D200D10A_size209_w1080_h555.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u82f9\u679c\u7684\u9690\u79c1\u8bbe\u8ba1\u54f2\u5b66\u8d2f\u7a7f\u59cb\u7ec8\uff1apython-apple-fm-sdk \u8c03\u7528\u7684\u57fa\u7840\u6a21\u578b\u5b8c\u5168\u5728\u672c\u5730\u8fd0\u884c\uff0c\u6570\u636e\u4e0d\u79bb\u5f00\u8bbe\u5907\u3002\u82f9\u679c\u6574\u5957 AI \u4f53\u7cfb\u5728\u5fc5\u987b\u4e0a\u4e91\u7684\u573a\u666f\u91cc\uff0c\u8d70\u7684\u662f Private Cloud Compute\uff0c\u6570\u636e\u5904\u7406\u5b8c\u5373\u5220\u9664\uff0c\u82f9\u679c\u65e0\u6cd5\u8bbf\u95ee\u3002<\/p>\n<p>\u53cd\u8fc7\u6765\u770b Recall\uff0c\u540c\u6837\u662f\u8ba9 AI \u8bbf\u95ee\u7528\u6237\u7684\u79c1\u4eba\u6570\u636e\uff0c\u7b2c\u4e00\u7248\u5b58\u7684\u662f\u672a\u52a0\u5bc6\u7684\u660e\u6587\u6570\u636e\u5e93\u3002\u4e00\u4e2a\u5728\u67b6\u6784\u4e0a\u963b\u65ad\u6cc4\u5bc6\uff0c\u4e00\u4e2a\u662f\u51fa\u4e8b\u4e86\u518d\u6253\u8865\u4e01\u3002<\/p>\n<p><strong>\u4f46\u8bdd\u8bf4\u56de\u6765\uff0cMac \u4f5c\u4e3a <\/strong><strong>AI<\/strong><strong> \u5f00\u53d1\u548c\u90e8\u7f72\u5de5\u5177\u7684\u4f18\u52bf\uff0c\u4e25\u683c\u6765\u8bb2\u66f4\u50cf\u662f\u4e00\u79cd\u300c\u9002\u914d\u5ea6\u4f18\u52bf\u300d\uff0c\u4e5f\u53ef\u4ee5\u8bf4\u662f\u540e\u5929\u610f\u5916\u83b7\u5f97\u7684\u3002<\/strong><\/p>\n<p>\u610f\u601d\u662f\uff1a\u82f9\u679c\u505a\u795e\u7ecf\u5f15\u64ce\uff0c\u6700\u521d\u662f\u4e3a\u4e86\u670d\u52a1 Face ID \u548c\u4eba\u50cf\u6a21\u5f0f\uff1b\u505a\u7edf\u4e00\u5185\u5b58\u67b6\u6784\uff0c\u662f\u6446\u8131\u5bf9 Intel \u957f\u4e45\u4f9d\u8d56\u7684\u4e00\u90e8\u5206\u5fc5\u8981\u5de5\u4f5c\uff1b\u5f00\u6e90 MLX\uff0c\u662f\u54cd\u5e94\u5f00\u53d1\u8005\u5bf9\u9ad8\u6548\u63a8\u7406\u5de5\u5177\u7684\u9700\u6c42\u2014\u2014AI Agent \u573a\u666f\u7206\u53d1\uff0cMac \u6b63\u597d\u8d76\u4e0a\uff0c\u662f\u4e0a\u8ff0\u8fd9\u4e9b\u4ee5\u53ca\u66f4\u591a\u6ca1\u63d0\u5230\u7684\u5de5\u7a0b\u51b3\u7b56\u7684\u610f\u5916\u6536\u76ca\u3002<\/p>\n<p>Mac \u4e00\u5f00\u59cb\u5e76\u6ca1\u6709\u4e3a AI \u800c\u8bbe\u8ba1\uff0c\u5b83\u59cb\u7ec8\u7684\u4ea7\u54c1\u5b9a\u4f4d\u90fd\u66f4\u63a5\u8fd1\u300c\u521b\u4f5c\u8005\u5de5\u5177\u300d\u3002\u82f9\u679c\u957f\u4e45\u4ee5\u6765\u7684\u76ee\u6807\u7528\u6237\uff0c\u662f\u89c6\u9891\u526a\u8f91\u5e08\u3001\u827a\u672f\u5bb6\u3001\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u3002\u4ed6\u4eec\u9700\u8981\u7684\u662f\u4f4e\u566a\u58f0\u3001\u6301\u7eed\u6027\u80fd\u3001\u9ad8\u5185\u5b58\u5bb9\u91cf\u3001\u53ef\u4ee5\u5168\u5929\u5019\u8fd0\u884c\u7684\u673a\u5668\u3002<\/p>\n<p>AI \u6a21\u578b\u63a8\u7406\uff0c\u4ee5\u53ca\u65f6\u4e0b\u6700\u706b\u7684 Agent \u90e8\u7f72\uff0c\u53ea\u662f\u6070\u597d\u9700\u8981\u4e00\u6a21\u4e00\u6837\u7684\u4e1c\u897f\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/9462629C874878AD39B9E51947BCEFC32BFDF5AB_size124_w1080_h1068.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u56de\u5934\u770b\uff0c\u5341\u591a\u5e74\u524d\u82f9\u679c\u5728\u673a\u5668\u5b66\u4e60\u4e0a\u52a0\u5927\u6295\u5165\u65f6\uff0c\u5927\u6982\u7387\u662f\u4e0d\u4f1a\u9884\u89c1\u5230 2025 \u5e74 OpenClaw \u7684\u7206\u7ea2\u7684\u3002\u751a\u81f3\u4f60\u53ef\u4ee5\u8bf4\uff0c\u5982\u679c\u653e\u5728\u5341\u5e74\u524d\uff0c\u82f9\u679c\u5927\u6982\u7387\u662f\u4e0d\u4f1a\u559c\u6b22 OpenClaw \u8fd9\u6837\u4e00\u4e2a\u300c\u56de\u62a5\u9ad8\u98ce\u5411\u66f4\u9ad8\u300d\uff0c\u4e00\u65e6\u51fa\u73b0\u5e7b\u89c9\u5c31\u628a\u7528\u6237\u9690\u79c1\u3001\u6570\u636e\u5b89\u5168\u629b\u5728\u8111\u540e\uff0c\u65e0\u89c6\u5404\u79cd\u8f6f\u4ef6\u5de5\u7a0b\u65b9\u9762\u7684\u89c4\u7ae0\u5236\u5ea6\u7684\u4e1c\u897f\u7684\u2026\u2026<\/p>\n<p>\u4f46\u600e\u4e48\u8bf4\u5462\uff0c\u5982\u4eca\u5c31\u7b97\u82f9\u679c\u4e0d\u559c\u6b22\u5b83\uff0c\u4e5f\u7531\u4e0d\u5f97\u4e86\u3002\u5c31\u50cf\u58a8\u83f2\u5b9a\u5f8b\u90a3\u6837\uff0c\u6216\u8bb8\u51a5\u51a5\u4e4b\u4e2d\u6709\u4e9b\u4e1c\u897f\u65e9\u5df2\u6ce8\u5b9a\u3002\u591a\u5e74\u4ee5\u6765\u82f9\u679c\u6253\u4e0b\u7684\u6bcf\u4e00\u5f20\u724c\uff0c\u65e0\u8bba\u6709\u610f\u4e3a\u4e4b\u8fd8\u662f\u51fa\u4e8e\u610f\u5916\uff0c\u8fd9\u4e9b\u724c\u5728\u4eca\u5e74\u8fd9\u4e2a Agent \u5143\u5e74\uff08\u5e0c\u671b\u8fd9\u6b21\u662f\u771f\u7684\uff09\uff0c\u6210\u4e86\u4e00\u5957\u5f88\u96be\u4e0d\u8d62\u7684\u724c\u7ec4\u3002<\/p>\n<p>2023 \u5e74\u5f00\u59cb\u529b\u63a8 AI PC \u7684 Windows \u9635\u8425\uff0c\u5176\u5b9e\u4e00\u76f4\u5728\u8ffd\u8d76\u82f9\u679c\u5728 2020 \u5e74 M1 \u63a8\u51fa\u65f6\u5c31\u5df2\u7ecf\u5b9a\u4e0b\u6765\u7684\u67b6\u6784\u4f18\u52bf\u3002\u5f53\u7136\uff0c25 \u5e74\u82f9\u679c\u5728 AI \u65b9\u9762\u574f\u6d88\u606f\u4e0d\u65ad\uff0c\u8fd9\u4e2a\u5dee\u8ddd\u662f\u6709\u8ffd\u4e0a\u7684\u53ef\u80fd\u7684\u3002\u4f46\u82f9\u679c\u4e0d\u4f1a\u505c\u4e0b\u6765\u7b49\u3002<\/p>\n<p>\u5c31\u5728\u672c\u5468\uff0c\u82f9\u679c\u63a8\u51fa\u4e86 M5 Pro \u548c M5 Max\uff0c\u82af\u7247\u91c7\u7528\u53cc\u82af\u878d\u5408\u67b6\u6784 (Fusion Architecture)\uff0c\u8fd8\u5728\u65b0\u95fb\u7a3f\u4e2d\u4e0a\u70b9\u540d LM Studio \u4f5c\u4e3a LLM \u6027\u80fd\u57fa\u51c6\u3002<\/p>\n<p>\u82f9\u679c\u8fc7\u53bb\u7684\u786c\u4ef6\u65b0\u54c1\u53d1\u5e03\u91cc\uff0c\u4e0d\u600e\u4e48\u8bf4\u300c\u5927\u8bed\u8a00\u6a21\u578b\u300d\uff0c\u7279\u522b\u662f\u5728\u7aef\u4fa7\u63a8\u7406\u7684\u8bed\u5883\u4e0b\u2014\u2014\u73b0\u5728\u4e0d\u4e00\u6837\u4e86\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/69B1A1998D98F1B19893169860B7884AE1FD70DB_size396_w1080_h1058.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u8bf4\u5728\u6700\u540e<\/p>\n<p>\u5439\u4e86\u82f9\u679c\u4e00\u6574\u7bc7\u6587\u7ae0\u4e86\uff0c\u6211\u4eec\u51b7\u9759\u4e00\u4e0b\uff0c\u53cd\u95ee\u4e00\u4e0b\u6587\u7ae0\u7684\u6807\u9898\uff1a\u4eca\u5929\u7684 Mac\uff0c\u5c31\u662f\u771f\u6b63\u7684 AI PC \u5417\uff1f<\/p>\n<p><strong>\u7231\u8303\u513f\u5012\u89c9\u5f97\uff0c\u82f9\u679c\u505a\u7684\u8fd8\u4e0d\u591f\u3002\u5728\u4eca\u5929\uff0c\u6211\u4eec\u8fd8\u6ca1\u6709\u770b\u5230\u4e00\u6b3e\u4e2a\u4eba\u8ba1\u7b97\u4ea7\u54c1\uff0c\u53ef\u4ee5\u79f0\u4e4b\u4e3a <\/strong><strong>AI<\/strong><strong> PC\uff0c\u6291\u6216\u771f\u6b63\u300c\u539f\u751f\u7684 AI \u786c\u4ef6\u300d\u3002<\/strong><\/p>\n<p>\u8fd8\u662f\u56de\u5230 OpenClaw\uff0c\u4ece\u4eca\u5929\u7684\u7aef\u4fa7\u90e8\u7f72 agent \u8eab\u4e0a\uff0c\u771f\u6b63\u7684 AI PC \u5e94\u8be5\u957f\u4ec0\u4e48\u6837\u5b50\uff0c\u5176\u5b9e\u5df2\u7ecf\u9690\u7ea6\u53ef\u89c1\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/FFA31CBA6E9C8EE7B217AA369C99E08EB448E370_size115_w1080_h806.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u770b\u904d\u4e86\u6240\u6709\u7684AI PC\uff0c\u539f\u6765 Mac \u4e00\u76f4\u5728\u8fd9\u91cc\uff5cAI \u5668\u7269\u5fd7\"  \/><\/p>\n<p>\u6897\u56fe\uff0cAI \u751f\u6210<\/p>\n<p>\u5728\u5e94\u7528\u5c42\u9762\uff0c\u9762\u5411\u4eba\u7c7b\u7684\u300c\u5e94\u7528\u300d\u6982\u5ff5\uff0c\u53ef\u80fd\u4f1a\u90e8\u5206\u9000\u5316\u56de\u5e76\u65e0\u56fe\u5f62\u754c\u9762\u7684\u72b6\u6001\u3002\u6bd5\u7adf\u4eba\u624d\u9700\u8981\u56fe\u5f62\u754c\u9762\uff0cagent \u4e0d\u9700\u8981\u3002\u800c\u4e14\u4f60\u4f1a\u53d1\u73b0\uff0c\u6700\u8fd1\u8d8a\u6765\u8d8a\u591a\u4eba\u5f00\u59cb\u4e60\u60ef\u57fa\u4e8e\u5bf9\u8bdd\u548c\u547d\u4ee4\u884c\u7684\u4e92\u52a8\u65b9\u5f0f\u4e86\u3002<\/p>\n<p>\u4eca\u5929 agent \u7684\u5c1d\u9c9c\u8005\u4eec\uff0c\u53bb\u627e\u5de5\u5177\u548c\u6280\u80fd\u585e\u7ed9 agent\uff1b\u672a\u6765\uff0cagent \u4f1a\u81ea\u5df1\u53bb\u516c\u5f00\u4ee3\u7801\u5e93\u62c9\u53d6\u65b0\u5de5\u5177\u548c\u63d2\u4ef6\u6765\u8865\u5f3a\u81ea\u5df1\u3002<\/p>\n<p>\u5728\u7cfb\u7edf\u5c42\u9762\uff0c\u6743\u9650\u4f53\u7cfb\u5c06\u4e3a agent \u7684\u5de5\u4f5c\u539f\u7406\u91cd\u6784\uff0cagent 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\u548c Windows \u76ee\u524d\u90fd\u5904\u4e8e\u8fc7\u6e21\u9636\u6bb5\u3002Mac \u66f4\u63a5\u8fd1\uff0c\u56e0\u4e3a Unix \u73af\u5883\u3001\u786c\u4ef6\u7edf\u4e00\u3001\u751f\u6001\u6210\u719f\uff0c\u8fd9\u4e9b\u6761\u4ef6\u5728 AI agent \u7684\u65f6\u4ee3\u5230\u6765\u4e4b\u524d\u5df2\u7ecf\u8fbe\u6210\u4e86\u3002Windows \u7684\u5386\u53f2\u5305\u88b1\u66f4\u91cd\uff0c\u6539\u8d77\u6765\u66f4\u96be\uff0c\u8fd8\u5728\u8865\u8bfe\u3002<\/p>\n<p>\u4f46\u6211\u4eec\u7ed5\u4e86\u4e00\u5927\u5708\uff0c\u5176\u5b9e\u8fd8\u6ca1\u95ee\u5230\u6700\u672c\u8d28\u7684\u95ee\u9898\uff1a<strong>\u771f\u6b63\u7684 <\/strong><strong>AI<\/strong><strong> PC\uff0c\u771f\u7684\u9700\u8981\u662f\u4e00\u53f0\u300cPC\u300d\u5417\uff1f<\/strong><\/p>\n<p>\u5982\u679c\u6362\u4e2a\u601d\u8def\uff0c\u6240\u6709\u7684 agent 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