{"id":121817,"date":"2026-11-03T18:57:27","date_gmt":"2026-11-03T10:57:27","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/121817.html"},"modified":"2026-11-03T18:57:27","modified_gmt":"2026-11-03T10:57:27","slug":"ai%e5%89%8d%e6%b2%bf%e6%97%a5%e6%8a%a5-2026-11-03-%e5%9f%ba%e5%9b%a0%e7%aa%81%e5%8f%98%ef%bc%9a%e5%bd%93ai%e5%bc%80%e5%a7%8b%e9%87%8d%e5%86%99%e7%a5%9e%e7%bb%8f%e7%bd%91%e7%bb%9c","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/121817.html","title":{"rendered":"AI\u524d\u6cbf\u65e5\u62a5 | 2026-11-03 \u2014 \u57fa\u56e0\u7a81\u53d8\uff1a\u5f53AI\u5f00\u59cb\u91cd\u5199\u795e\u7ecf\u7f51\u7edc"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261103105715-6ae9be0b82025.png\" alt=\"\u5c01\u9762\" \/><\/p>\n<p>\u4eca\u65e5\u4e3b\u9898&#xff1a;\u57fa\u56e0\u7a81\u53d8 \u2014 \u5f53AI\u5f00\u59cb\u91cd\u5199\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u3001\u57fa\u7840\u8bbe\u65bd\u4fe1\u4efb\u5d29\u584c\u3001\u4eba\u673a\u8fb9\u754c\u6d88\u878d<\/p>\n<p>\u6838\u5fc3\u6458\u8981&#xff1a;MIT\u56e2\u961f\u53d1\u73b0GPT-6 Astra\u53ef\u76f4\u63a5\u8bfb\u5199\u795e\u7ecf\u7f51\u7edc\u6743\u91cd&#xff0c;\u4ec5\u9700\u7f16\u8f910.016%\u7684\u6743\u91cd\u5c31\u80fd\u5c06\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6570\u5b66\u80fd\u529b\u4ece7.9%\u63d0\u5347\u81f348.1%&#xff1b;Ubuntu\u5bf9CVSS 9.8\u7ea7\u6f0f\u6d1e\u4e09\u5468\u672a\u53d1\u5e03\u8865\u4e01&#xff0c;\u800c\u5fd7\u613f\u7ef4\u62a4\u7684Debian\/Arch\u5df2\u4fee\u590d&#xff1b;Anthropic\u5185\u90e8AI\u4f7f\u7528\u8d39\u6309\u96f6\u552e\u4ef7\u8ba1\u7b97\u5df2\u8d85\u8fc7\u5458\u5de5\u85aa\u916c&#xff0c;90%\u65b0\u589e\u4ee3\u7801\u7531AI\u7f16\u5199\u3002<\/p>\n<hr \/>\n<h3>&#x1f9ec; \u6743\u91cd\u7a7a\u95f4\u7f16\u7a0b&#xff1a;AI \u76f4\u63a5\u8bfb\u5199\u795e\u7ecf\u7f51\u7edc<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261103105719-6ae9be0f924c6.png\" alt=\"\u6743\u91cd\u7a7a\u95f4\u7f16\u7a0b\" \/><\/p>\n<p>MIT CSAIL \u7814\u7a76\u56e2\u961f\u53d1\u5e03\u4e86\u4e00\u9879\u4ee4\u4eba\u9707\u64bc\u7684\u53d1\u73b0&#xff1a;\u5f53\u524d\u4e00\u4ee3\u524d\u6cbf\u5927\u8bed\u8a00\u6a21\u578b&#xff08;GPT-6 Astra&#xff09;\u5df2\u7ecf\u5177\u5907\u4e86\u76f4\u63a5&#034;\u9605\u8bfb&#034;\u548c&#034;\u4e66\u5199&#034;\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u7684\u80fd\u529b&#xff0c;\u8fdc\u8d85\u4eba\u7c7b\u751a\u81f3\u4f20\u7edf\u7b97\u6cd5\u5728\u8fd9\u65b9\u9762\u7684\u8868\u73b0\u3002\u8fd9\u4e00\u53d1\u73b0\u53ef\u80fd\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u6211\u4eec\u5bf9\u6a21\u578b\u4f18\u5316\u548c\u53ef\u7406\u89e3\u6027\u7684\u8ba4\u77e5\u3002\u7814\u7a76\u7531 Rikiya Takehi\u3001Jayden Teoh\u3001Alex Zhang \u4e0e Omar Khattab \u5171\u540c\u5b8c\u6210&#xff0c;\u4e8e11\u67082\u65e5\u53d1\u5e03\u3002<\/p>\n<h4>\u6838\u5fc3\u7a81\u7834&#xff1a;\u65e0\u9700\u68af\u5ea6\u4e0b\u964d\u7684\u6743\u91cd\u7f16\u8f91<\/h4>\n<p>\u8fd9\u9879\u7814\u7a76\u5b9a\u4e49\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u8303\u5f0f\u2014\u2014\u6743\u91cd\u7a7a\u95f4\u7f16\u7a0b&#xff08;Weight-Space Programming&#xff09;\u3002\u5728\u8fd9\u79cd\u8303\u5f0f\u4e0b&#xff0c;\u901a\u7528\u5927\u8bed\u8a00\u6a21\u578b\u76f4\u63a5\u8bfb\u5199\u795e\u7ecf\u7f51\u7edc\u7684\u6743\u91cd\u2014\u2014\u4e0d\u4f7f\u7528\u4f18\u5316\u5668\u3001\u4e0d\u4f9d\u8d56\u68af\u5ea6\u4e0b\u964d&#xff0c;\u4ec5\u56f4\u7ed5\u81ea\u7136\u8bed\u8a00\u89c4\u8303\u8fdb\u884c\u64cd\u4f5c&#xff0c;\u751a\u81f3\u5b8c\u5168\u4e0d\u9700\u8981\u73af\u5883\u53cd\u9988\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u62a5\u544a\u4e86\u4e09\u7c7b\u5173\u952e\u80fd\u529b&#xff1a;<\/p>\n<p>\u6743\u91cd\u8bfb\u53d6\u80fd\u529b&#xff08;Read&#xff09;&#xff1a;\u5728\u524d\u4e09\u4e2a\u5b9e\u9a8c\u4e2d&#xff0c;\u7814\u7a76\u4eba\u5458\u5411Astra\u63d0\u51fa\u4e86\u8bf8\u5982&#034;\u8fd9\u4e2a\u7f51\u7edc\u8bad\u7ec3\u6765\u73a9\u4ec0\u4e48\u6e38\u620f&#034;\u3001\u201c\u6269\u6563\u6a21\u578b\u751f\u6210\u4ec0\u4e48\u5f62\u72b6\u201d\u3001&#034;\u8fd9\u4e2a\u5c0f\u8bed\u8a00\u6a21\u578b\u7528\u4ec0\u4e48\u8bed\u8a00\u8bad\u7ec3&#034;\u7b49\u95ee\u9898\u3002\u5728\u5b9e\u9a8c7\u4e2d&#xff0c;Astra\u751a\u81f3\u80fd\u5224\u65ad\u4e24\u4e2a\u8bed\u8a00\u6a21\u578b\u4e2d\u54ea\u4e00\u4e2a\u88ab\u8bad\u7ec3\u5f97\u66f4\u5177\u8c04\u5a9a\u6027\u3002\u9762\u5bf917,253\u4e2a\u88f8\u6743\u91cd\u53c2\u6570&#xff0c;Astra\u7ed9\u51fa\u4e8699%\u7f6e\u4fe1\u5ea6\u7684\u6b63\u786e\u5224\u65ad\u3002<\/p>\n<p>\u6743\u91cd\u4fee\u590d\u80fd\u529b&#xff08;Fix&#xff09;&#xff1a;\u5728\u5b9e\u9a8c4\u4e2d&#xff0c;Astra\u88ab\u8981\u6c42\u4fee\u590d\u4e00\u4e2a&#034;\u7b56\u7565\u6c38\u8fdc\u65e0\u6cd5\u8d8a\u8fc7\u67d0\u533a\u57df&#034;\u7684\u6e38\u620f\u7f51\u7edc\u3002Astra\u4e00\u6b21\u6027\u7f16\u8f91\u4e863.5%\u7684\u6743\u91cd&#xff0c;\u6210\u529f\u7387\u4ece0%\u8dc3\u5347\u81f3100%\u3002\u4fee\u590d\u5168\u7a0b\u4e0d\u9700\u8981\u73af\u5883\u53cd\u9988\u2014\u2014Astra\u4ec5\u51ed\u5bf9\u6743\u91cd\u7ed3\u6784\u7684\u63a8\u7406\u5b8c\u6210\u7f16\u8f91\u3002<\/p>\n<p>\u4ece\u96f6\u7f16\u5199\u80fd\u529b&#xff08;Write from scratch&#xff09;&#xff1a;Astra\u4ece\u96f6\u5f00\u59cb\u7f16\u5199\u5c0f\u578b\u6e38\u620f\u535a\u5f08\u7f51\u7edc&#xff0c;\u8868\u73b0\u8d85\u8d8a\u4e86\u7528PPO\u8bad\u7ec31\u4ebf\u6b65\u7684\u7f51\u7edc\u3002<\/p>\n<h4>\u91cc\u7a0b\u7891\u6848\u4f8b&#xff1a;Qwen \u6570\u5b66\u80fd\u529b6\u500d\u63d0\u5347<\/h4>\n<p>\u7814\u7a76\u4e2d\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u6848\u4f8b\u53d1\u751f\u5728Qwen3.5-0.8B\u6a21\u578b\u4e0a\u3002\u5f53\u88ab\u8981\u6c42&#034;\u4e0d\u4f7f\u7528\u68af\u5ea6&#xff0c;\u8ba9\u8fd9\u4e2a\u6a21\u578b\u66f4\u64c5\u957f\u6570\u5b66\u63a8\u7406&#034;\u65f6&#xff1a;<\/p>\n<ul>\n<li>Astra\u9996\u5148\u8bc6\u522b\u4e86Qwen\u6a21\u578b\u5361\u4e2d\u5df2\u516c\u5f00\u8b66\u544a\u7684&#034;\u63a8\u7406\u5faa\u73af&#034;\u95ee\u9898<\/li>\n<li>\u4ec5\u7f16\u8f91\u4e86**0.016%**\u7684\u6743\u91cd&#xff08;\u7ea612,800\u4e2a\u53c2\u6570\u4e2d\u768420\u4e2a&#xff09;<\/li>\n<li>MATH-500\u57fa\u51c6\u6d4b\u8bd5\u5f97\u5206\u4ece7.9%\u98d9\u5347\u81f348.1%\u2014\u2014\u63d0\u5347\u8d85\u8fc76\u500d<\/li>\n<li>\u901a\u7528\u6027&#xff1a;\u672a\u7ecf\u989d\u5916\u5fae\u8c03&#xff0c;IFEval\u6307\u4ee4\u9075\u5faa\u5206\u6570\u63d0\u53473\u500d<\/li>\n<\/ul>\n<h4>\u4e0e\u65e2\u5f80\u53ef\u89e3\u91ca\u6027\u7814\u7a76\u7684\u5206\u6c34\u5cad<\/h4>\n<p>\u6b64\u524d\u4e1a\u754c\u5bf9\u795e\u7ecf\u7f51\u7edc\u53ef\u89e3\u91ca\u6027\u7684\u63a2\u7d22\u591a\u505c\u7559\u5728&#034;\u7406\u89e3\u7f51\u7edc\u5728\u505a\u4ec0\u4e48&#034;\u2014\u2014\u901a\u8fc7\u6fc0\u6d3b\u6700\u5927\u5316\u3001\u7279\u5f81\u53ef\u89c6\u5316\u3001\u7a00\u758f\u81ea\u7f16\u7801\u5668\u7b49\u624b\u6bb5\u9006\u5411\u5de5\u7a0b\u7f51\u7edc\u7684\u5185\u90e8\u8868\u5f81\u3002\u8fd9\u4e9b\u65b9\u6cd5\u672c\u8d28\u4e0a\u662f\u53ea\u8bfb\u7684&#xff1a;\u7814\u7a76\u8005\u7684\u76ee\u6807\u662f\u89e3\u91ca\u6a21\u578b&#xff0c;\u800c\u975e\u4fee\u6539\u6a21\u578b\u3002<\/p>\n<p>\u6743\u91cd\u7a7a\u95f4\u7f16\u7a0b\u7684\u98a0\u8986\u6027\u5728\u4e8e\u5b83\u5b9e\u73b0\u4e86\u8bfb\u5199\u95ed\u73af\u3002Astra \u4e0d\u4ec5\u80fd\u8bca\u65ad\u7f51\u7edc\u7684\u884c\u4e3a\u7279\u5f81&#xff0c;\u8fd8\u80fd\u76f4\u63a5\u5bf9\u8be5\u7f51\u7edc\u5b9e\u65bd\u5916\u79d1\u624b\u672f\u5f0f\u7684\u4fee\u6539\u2014\u2014\u5c31\u50cf\u7a0b\u5e8f\u5458\u4fee\u6539\u6e90\u4ee3\u7801\u4e00\u6837\u4fee\u6539\u6a21\u578b\u7684&#034;\u5e95\u5c42\u4ee3\u7801&#034;\u3002\u8fd9\u79cd\u80fd\u529b\u7684\u51fa\u73b0\u610f\u5473\u7740&#xff0c;\u672a\u6765\u6a21\u578b\u7684\u8fed\u4ee3\u65b9\u5f0f\u53ef\u80fd\u53d1\u751f\u6839\u672c\u53d8\u5316&#xff1a;\u4f20\u7edf\u7684&#034;\u63d0\u51fa\u5047\u8bbe\u2192\u8bad\u7ec3\u6a21\u578b\u2192\u8bc4\u4f30\u7ed3\u679c&#034;\u5faa\u73af&#xff0c;\u53ef\u80fd\u88ab&#034;\u63cf\u8ff0\u76ee\u6807\u2192AI \u76f4\u63a5\u7f16\u8f91\u6743\u91cd&#034;\u7684\u5355\u6b65\u5faa\u73af\u53d6\u4ee3\u3002<\/p>\n<h4>\u6df1\u5c42\u610f\u4e49<\/h4>\n<p>\u8fc7\u53bb\u6570\u5341\u5e74\u95f4&#xff0c;\u6df1\u5ea6\u5b66\u4e60\u5c06\u5f52\u7eb3\u504f\u7f6e\u7f16\u7801\u5728 Adam\u3001Muon \u7b49\u6781\u7b80\u7b26\u53f7\u4f18\u5316\u5668\u4e2d\u3002\u8fd9\u4e00\u8303\u5f0f\u6b63\u5728\u88ab\u98a0\u8986\u2014\u2014\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u672c\u8eab\u5373\u5c06\u88ab\u80fd\u591f\u6df1\u601d\u719f\u8651\u63a8\u7406\u5176\u7ed3\u6784\u7684\u5927\u8bed\u8a00\u6a21\u578b\u76f4\u63a5\u4f18\u5316\u3002\u7814\u7a76\u56e2\u961f\u5c06\u7ed3\u679c\u63cf\u8ff0\u4e3a&#034;\u975e\u5e38\u65e9\u671f\u7684\u7ed3\u679c&#034;&#xff0c;\u4f46\u65b9\u5411\u5df2\u7ecf\u660e\u786e&#xff1a;\u5b83\u6807\u5fd7\u7740&#034;\u63a8\u7406\u5373\u4f18\u5316&#034;\u65f6\u4ee3\u7684\u9ece\u660e\u2014\u2014\u672a\u6765\u7684\u6a21\u578b\u6539\u8fdb\u53ef\u80fd\u65e0\u9700\u8bad\u7ec3&#xff0c;\u4ec5\u901a\u8fc7\u5bf9\u8bdd\u5373\u53ef\u5b8c\u6210\u3002<\/p>\n<hr \/>\n<h3>&#x1f534; Ubuntu \u4fe1\u4efb\u5371\u673a&#xff1a;CVSS 9.8 \u6f0f\u6d1e\u4e09\u5468\u672a\u4fee\u8865<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261103105721-6ae9be1179eda.png\" alt=\"Ubuntu\u4fe1\u4efb\u5371\u673a\" \/><\/p>\n<p>\u4e00\u4e2aCVSS\u8bc4\u52069.8\u7684Linux\u5185\u6838TCP\u534f\u8bae\u6808\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\u6f0f\u6d1e&#xff08;CVE-2026-98432&#xff09;&#xff0c;\u5728\u88ab\u53d1\u73b0\u8fd1\u4e09\u5468\u540e&#xff0c;Ubuntu\u4ecd\u7136\u6ca1\u6709\u4e3a\u4efb\u4f55\u53d7\u652f\u6301\u7684LTS\u7248\u672c&#xff08;22.04\u300124.04\u300126.04&#xff09;\u53d1\u5e03\u8865\u4e01\u3002<\/p>\n<h4>\u6f0f\u6d1e\u672c\u8d28<\/h4>\n<p>CVE-2026-98432\u5b58\u5728\u4e8eLinux\u5185\u6838\u7684TCP\u534f\u8bae\u6808\u4ee3\u7801\u4e2d&#xff0c;\u81ea2016\u5e74\u8d77\u5c31\u5b58\u5728\u4e8e\u5185\u6838\u91cc\u2014\u2014\u8fd9\u610f\u5473\u7740\u51e0\u4e4e\u6240\u6709Linux\u670d\u52a1\u5668\u90fd\u53d7\u5230\u5f71\u54cd\u3002\u8be5\u6f0f\u6d1e\u53ef\u8fdc\u7a0b\u89e6\u53d1&#xff0c;Anthropic \u58f0\u79f0\u5df2\u6784\u5efa\u51fa\u80fd\u83b7\u5f97\u670d\u52a1\u5668 root \u6743\u9650\u7684\u5b8c\u6574\u5229\u7528\u4ee3\u7801\u3002\u8fd9\u662f\u4e00\u4e2a\u5f7b\u5934\u5f7b\u5c3e\u7684\u7cfb\u7edf\u6027\u63a5\u7ba1\u6f0f\u6d1e\u3002<\/p>\n<h4>\u53d1\u884c\u7248\u53cd\u5e94\u7684\u9c9c\u660e\u5bf9\u6bd4<\/h4>\n<table>\n<tr>\u53d1\u884c\u7248\u4fee\u590d\u72b6\u6001\u4fee\u590d\u65f6\u95f4<\/tr>\n<tbody>\n<tr>\n<td>Debian<\/td>\n<td>\u2705 \u5df2\u4fee\u590d<\/td>\n<td>10\u670816\u65e5<\/td>\n<\/tr>\n<tr>\n<td>Arch Linux<\/td>\n<td>\u2705 \u5df2\u4fee\u590d<\/td>\n<td>\u5df2\u53d1\u5e03<\/td>\n<\/tr>\n<tr>\n<td>Alpine<\/td>\n<td>\u2705 \u5df2\u4fee\u590d<\/td>\n<td>\u5df2\u53d1\u5e03<\/td>\n<\/tr>\n<tr>\n<td>Ubuntu<\/td>\n<td>\u274c \u672a\u4fee\u590d<\/td>\n<td>\u4e09\u5468\u65e0ETA<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8bbd\u523a\u7684\u662f&#xff1a;Debian\u3001Arch\u3001Alpine\u7b49\u7531\u5fd7\u613f\u7ef4\u62a4\u7684\u53d1\u884c\u7248\u5747\u5df2\u53d1\u5e03\u8865\u4e01&#xff0c;\u800c\u552e\u5356\u5b89\u5168\u8ba2\u9605\u7684\u5546\u4e1a\u516c\u53f8Canonical\u5374\u6beb\u65e0\u4f5c\u4e3a\u3002\u622a\u81f311\u6708\u521d&#xff0c;Ubuntu\u4ecd\u672a\u7ed9\u51fa\u4efb\u4f55\u4fee\u590d\u65f6\u95f4\u8868\u3002<\/p>\n<h4>Ubuntu \u7684\u5b89\u5168\u964d\u7ea7<\/h4>\n<p>\u66f4\u4ee4\u4eba\u4e0d\u5b89\u7684\u662f&#xff0c;Ubuntu\u5b89\u5168\u4e8b\u4ef6\u9875\u9762\u5c06\u6b64\u6f0f\u6d1e\u6807\u8bb0\u4e3a**\u201cHigh\u201d**&#xff08;\u9ad8&#xff09;\u800c\u975e&#034;Critical&#034;&#xff08;\u4e25\u91cd&#xff09;\u2014\u2014\u540e\u8005\u624d\u4f1a\u89e6\u53d1\u7d27\u6025\u8865\u4e01\u673a\u5236\u3002\u53d7\u5f71\u54cd\u7248\u672c\u5728\u9875\u9762\u4e0a\u5168\u90e8\u6807\u8bb0\u4e3a&#034;Vulnerable&#034;&#xff0c;\u9875\u9762\u6ca1\u6709\u63d0\u4f9b\u4efb\u4f55\u7f13\u89e3\u63aa\u65bd\u8bf4\u660e&#xff0c;\u63cf\u8ff0\u6587\u5b57\u76f4\u63a5\u590d\u5236\u81eaNIST&#xff0c;\u751a\u81f3\u5b58\u5728\u672a\u5b8c\u6210\u7684\u53e5\u5b50\u3002\u800cRed Hat\u5df2\u660e\u786e\u58f0\u660enetfilter\u89c4\u5219\u4e0d\u8db3\u4ee5\u9632\u5fa1\u6b64\u6f0f\u6d1e\u3002<\/p>\n<p>\u5b9a\u7ea7\u63aa\u8f9e\u540c\u6837\u523a\u773c&#xff1a;Ubuntu\u5b98\u7f51\u627f\u8bfa\u4e3a\u5173\u952e\u6f0f\u6d1e\u63d0\u4f9b&#034;\u53ca\u65f6&#034;\u8865\u4e01&#xff0c;\u4f46\u5728\u8be5\u6f0f\u6d1e\u88ab\u5b9a\u4e3a9.8\u7ea7\u7684\u7b2c9\u5929\u3001\u516c\u5f00\u53ef\u7528root\u5229\u7528\u7684\u7b2c6\u5929&#xff0c;\u4ecd\u6ca1\u6709\u4efb\u4f55\u52a8\u4f5c&#xff1b;\u5b89\u5168\u9875\u9762&#034;\u4e3a\u4ec0\u4e48\u662f\u8fd9\u4e2a\u4f18\u5148\u7ea7&#xff1f;\u201c\u7684\u94fe\u63a5\u53ea\u5199\u4e86\u4e00\u53e5&#034;\u53c2\u89c1Ubuntu CVSS\u8bc4\u5206\u201d\u3002<\/p>\n<p>\u5bf9\u4e8e\u4e92\u8054\u7f51\u66b4\u9732\u9762\u548c\u591a\u79df\u6237\u81ea\u6258\u7ba1\u7cfb\u7edf\u800c\u8a00&#xff0c;\u8fd9\u610f\u5473\u7740\u5728\u5b98\u65b9\u5305\u51fa\u73b0\u4e4b\u524d&#xff0c;\u8fd9\u4e9b\u4e3b\u673a\u6301\u7eed\u66b4\u9732\u5728\u6b64\u6f0f\u6d1e\u4e4b\u4e0b\u3002\u8bb8\u591a\u7cfb\u7edf\u7ba1\u7406\u5458\u5df2\u5ba3\u5e03\u6b63\u5728\u5c06\u6240\u6709\u670d\u52a1\u4ece Ubuntu \u8fc1\u51fa\u3002<\/p>\n<h4>\u56f0\u5883\u4e2d\u7684\u7f13\u89e3\u8def\u5f84<\/h4>\n<p>\u5728\u5b98\u65b9\u8865\u4e01\u51fa\u73b0\u4e4b\u524d&#xff0c;\u7cfb\u7edf\u7ba1\u7406\u5458\u9762\u4e34\u7684\u4e0d\u53ea\u662f\u6280\u672f\u95ee\u9898&#xff0c;\u66f4\u662f\u4fe1\u4efb\u95ee\u9898\u3002\u591a\u4f4d\u8d44\u6df1\u8fd0\u7ef4\u4eba\u58eb\u5728\u793e\u533a\u8ba8\u8bba\u4e2d\u6307\u51fa&#xff0c;\u4e1a\u52a1\u5173\u952e\u7cfb\u7edf\u5e94\u4f18\u5148\u8bc4\u4f30\u4ee5\u4e0b\u7f13\u89e3\u5c42\u7ea7&#xff1a;\u7f51\u7edc\u5c42\u9650\u5236\u4e0a&#xff0c;\u901a\u8fc7\u4e3b\u673a\u9632\u706b\u5899\u6536\u655b TCP \u66b4\u9732\u9762&#xff0c;\u4ec5\u5f00\u653e\u4e1a\u52a1\u5fc5\u9700\u7aef\u53e3&#xff0c;\u51cf\u5c11\u53ef\u88ab\u8fdc\u7a0b\u89e6\u53d1\u7684\u653b\u51fb\u5165\u53e3&#xff1b;\u5185\u6838\u6a21\u5757\u9694\u79bb\u4e0a&#xff0c;\u8bc4\u4f30\u80fd\u5426\u901a\u8fc7\u7981\u7528\u53d7\u5f71\u54cd\u7684 TCP \u76f8\u5173\u5185\u6838\u6a21\u5757\u6216\u56de\u9000\u5230\u4fee\u8865\u7248\u672c\u6765\u4e34\u65f6\u89c4\u907f\u98ce\u9669&#xff1b;\u8d44\u4ea7\u66b4\u9732\u9762\u5ba1\u8ba1\u4e0a&#xff0c;\u7acb\u5373\u5bf9\u9762\u5411\u516c\u7f51\u4e0e\u591a\u79df\u6237\u73af\u5883\u7684 Ubuntu \u4e3b\u673a\u8fdb\u884c\u6e05\u70b9&#xff0c;\u5bf9\u65e0\u6cd5\u53ca\u65f6\u7f13\u89e3\u7684\u7cfb\u7edf\u8003\u8651\u4e34\u65f6\u8fc1\u79fb\u3002<\/p>\n<p>\u8fd9\u4e9b\u5efa\u8bae\u672c\u8eab\u5e76\u4e0d\u65b0\u9c9c\u2014\u2014\u5b83\u4eec\u662f Linux \u5b89\u5168\u8fd0\u7ef4\u7684\u6807\u51c6\u52a8\u4f5c\u2014\u2014\u4f46\u5728 Canonical \u8fdf\u8fdf\u4e0d\u7ed9\u51fa\u8865\u4e01\u65f6\u95f4\u8868\u7684\u80cc\u666f\u4e0b&#xff0c;&#034;\u8fc1\u79fb&#034;\u4e00\u8bcd\u88ab\u8d8a\u6765\u8d8a\u591a\u5730\u63d0\u53ca\u3002\u5bf9\u5173\u952e\u4e1a\u52a1\u7cfb\u7edf\u800c\u8a00&#xff0c;\u4f9d\u8d56\u793e\u533a\u7ef4\u62a4\u7684 Debian \u6216 Arch&#xff0c;\u53cd\u800c\u6210\u4e86\u5f53\u524d\u98ce\u9669\u6700\u4f4e\u7684\u9009\u62e9\u3002\u8fd9\u79cd\u4fe1\u4efb\u5012\u6302\u7684\u8bbd\u523a\u610f\u5473&#xff0c;\u6b63\u662f\u672c\u6b21\u4e8b\u4ef6\u6700\u503c\u5f97\u8b66\u60d5\u7684\u6df1\u5c42\u4fe1\u53f7\u3002<\/p>\n<hr \/>\n<h3>\u26a1 Anthropic \u7684 AI \u6096\u8bba&#xff1a;\u5185\u90e8 AI \u8d39\u7528\u8d85\u8fc7\u5458\u5de5\u85aa\u916c<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261103105723-6ae9be1353d3b.png\" alt=\"Anthropic AI\u6096\u8bba\" \/><\/p>\n<p>\u5728Anthropic\u7684IPO\u7533\u8bf7\u6587\u4ef6\u4e2d&#xff0c;\u4e00\u4e2a\u91cc\u7a0b\u7891\u5f0f\u7684\u6570\u636e\u88ab\u62ab\u9732&#xff1a;\u6309\u96f6\u552e\u4ef7\u8ba1\u7b97&#xff0c;\u516c\u53f8\u5185\u90e8AI\u4f7f\u7528\u8d39\u7528\u5df2\u7ecf\u8d85\u8fc7\u4e86\u5458\u5de5\u85aa\u916c\u6210\u672c\u3002\u8fd9\u4e0d\u662f\u4e00\u4e2a\u73b0\u91d1\u6d41\u610f\u4e49\u4e0a\u7684\u652f\u51fa\u8f6c\u53d8&#xff08;\u5185\u90e8\u4f7f\u7528\u4e0d\u4ea7\u751f\u5b9e\u9645\u73b0\u91d1\u6d88\u8017&#xff09;&#xff0c;\u800c\u662f\u4e00\u4e2a\u8861\u91cf\u8303\u5f0f\u4e0a\u7684\u6839\u672c\u6027\u98a0\u8986\u3002<\/p>\n<h4>\u5173\u952e\u6570\u636e<\/h4>\n<ul>\n<li>4\u6708&#xff1a;Claude\u5185\u90e8\u4f7f\u7528\u4ef7\u503c&#xff08;\u6309\u5bf9\u5916\u96f6\u552e\u4ef7\u8ba1\u7b97&#xff0c;\u4e0d\u542b\u80a1\u7968&#xff09;\u9996\u6b21\u8d85\u8fc7\u6708\u5ea6\u5458\u5de5\u85aa\u916c\u6210\u672c<\/li>\n<li>9\u6708&#xff1a;\u5185\u90e8AI\u4f7f\u7528\u91cf\u8f831\u6708\u589e\u957f250\u500d<\/li>\n<li>\u4ee3\u7801\u8d21\u732e&#xff1a;9\u6708\u65b0\u589e\u4ee3\u7801\u4e2d90%\u7531Claude AI\u7f16\u5199<\/li>\n<li>\u6536\u5165\u589e\u901f&#xff1a;\u8fdc\u8d85\u4eba\u529b\u589e\u957f&#xff0c;&#034;\u4eba\u624d\u662f\u7845\u8c37\u6700\u5b9d\u8d35\u8d44\u6e90&#034;\u7684\u4fe1\u6761\u6b63\u5728\u88ab\u91cd\u5199<\/li>\n<li>\u8868\u5916\u627f\u8bfa&#xff1a;\u4fee\u8ba2\u7248S-1\u62ab\u9732&#xff0c;\u524d\u4e5d\u4e2a\u6708\u8425\u6536332.4\u4ebf\u7f8e\u5143&#xff08;\u540c\u6bd4\u589e\u957f\u7ea61,200%&#xff09;&#xff1b;\u91c7\u8d2d\u4e0e\u79df\u8d41\u627f\u8bfa\u5408\u8ba1\u7ea68,954\u4ebf\u7f8e\u5143<\/li>\n<\/ul>\n<h4>&#034;AI \u4ee3\u5e01&#034;\u6210\u4e3a\u85aa\u916c\u7b2c\u56db\u7ef4\u5ea6<\/h4>\n<p>\u5206\u6790\u6307\u51fa&#xff0c;\u4f20\u7edf\u7845\u8c37\u85aa\u916c\u4e09\u7ef4\u5ea6\u2014\u2014\u85aa\u8d44 &#043; \u5956\u91d1 &#043; \u80a1\u7968\u2014\u2014\u6b63\u5728\u88ab\u7b2c\u56db\u7ef4\u5ea6&#034;AI Token\u6d88\u8017\u91cf&#034;\u8865\u5145\u3002\u5458\u5de5\u5982\u4f55\u4f7f\u7528AI\u4e0d\u518d\u4ec5\u4ec5\u662f\u6548\u7387\u95ee\u9898&#xff0c;\u800c\u662f\u76f4\u63a5\u8861\u91cf\u5176\u751f\u4ea7\u529b\u8d21\u732e\u7684\u6307\u6807\u3002<\/p>\n<p>\u8fd9\u4e00\u8d8b\u52bf\u6807\u5fd7\u7740AI\u4ece&#034;\u5de5\u5177&#034;\u5230&#034;\u751f\u4ea7\u8981\u7d20&#034;\u7684\u8eab\u4efd\u8f6c\u53d8&#xff1a;\u5f53AI\u6210\u4e3a\u8861\u91cf\u4ea7\u51fa\u7684\u6838\u5fc3\u53d8\u91cf\u65f6&#xff0c;\u4eba\u7c7b\u7684\u89d2\u8272\u6b63\u5728\u4ece&#034;\u6267\u884c\u8005&#034;\u5411&#034;AI\u7f16\u6392\u8005&#034;\u8fc1\u79fb\u3002<\/p>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f&#xff0c;\u8fd9\u5e76\u975e\u610f\u5473\u7740Anthropic\u5728&#034;\u7528AI\u66ff\u4ee3\u5458\u5de5&#034;\u2014\u2014\u516c\u53f8\u4ecd\u5728\u62db\u8058\u3002\u4f46AI\u5728\u516c\u53f8\u8fd0\u8425\u4e2d\u7684\u6743\u91cd\u5df2\u7ecf\u5927\u5230\u8db3\u4ee5\u98a0\u8986\u4f20\u7edf\u7684\u6210\u672c\u7ed3\u6784\u5206\u6790\u6846\u67b6\u3002<\/p>\n<hr \/>\n<h3>&#x1f30d; \u53cc\u91cd\u51b2\u51fb&#xff1a;\u6b27\u6d32\u8d85\u5e02\u906d\u88ad &#043; \u6bd4\u4e9a\u8fea\u78be\u538b\u7f8e\u56fd<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261103105724-6ae9be14ee69a.png\" alt=\"\u53cc\u91cd\u51b2\u51fb\" \/><\/p>\n<h4>\u6b27\u6d32\u8d85\u5e02\u51b7\u67dc\u906d\u7b2c\u4e8c\u6b21\u7f51\u7edc\u653b\u51fb<\/h4>\n<p>\u81f3\u5c117\u4e2a\u6b27\u6d32\u56fd\u5bb6\u7684\u8d85\u5e02\u5728\u5468\u4e00\u62a5\u544a\u5176\u5236\u51b7\u7cfb\u7edf\u6e29\u5ea6\u5728\u4e00\u591c\u4e4b\u95f4\u98d9\u5347\u81f350\u00b0C&#xff08;122\u00b0F&#xff09;&#xff0c;\u7ee7\u4e0a\u4e2a\u6708\u6cd5\u56fd\u7ea6700\u5bb6\u8d85\u5e02\u906d\u53d7\u653b\u51fb\u540e\u7684\u7b2c\u4e8c\u6ce2\u653b\u51fb\u3002\u4e0a\u6708\u6cd5\u56fd\u88ab\u88ad\u9020\u6210\u591a\u8d77\u706b\u707e&#xff0c;\u635f\u5931\u4f30\u8ba1\u8fbe\u6570\u5343\u4e07\u6b27\u5143\u3002<\/p>\n<p>\u53d7\u5f71\u54cd\u56fd\u5bb6\u5305\u62ec&#xff1a;\u6bd4\u5229\u65f6\u3001\u7231\u6c99\u5c3c\u4e9a\u3001\u7231\u5c14\u5170\u3001\u82ac\u5170\u3001\u5362\u68ee\u5821\u3001\u8377\u5170\u3001\u745e\u5178\u3002\u745e\u5178\u7684Coop\u8fde\u9501\u5e97\u62a5\u544a6\u5bb6\u95e8\u5e97\u88ab\u653b\u51fb&#xff0c;ICA\u786e\u8ba4&#034;\u6709\u9650\u6570\u91cf\u7684\u95e8\u5e97\u53d7\u5230\u5f71\u54cd&#034;\u2014\u2014\u6709\u95e8\u5e97\u53d1\u5e03\u544a\u793a\u79f0&#034;\u7531\u4e8e\u51cc\u66682\u70b9\u7684\u7f51\u7edc\u653b\u51fb&#xff0c;\u6240\u6709\u51b7\u51bb\u98df\u54c1\u5df2\u88ab\u9500\u6bc1&#034;\u3002\u8377\u5170\u96f6\u552e\u96c6\u56e2Ahold Delhaize\u5728\u6bd4\u5229\u65f6\u4e0e\u5362\u68ee\u5821\u7684\u6570\u5341\u5bb6\u95e8\u5e97\u51b7\u67dc\u540c\u6837\u88ab\u653b\u7834&#xff0c;\u5e03\u9c81\u585e\u5c14\u9644\u8fd1\u95e8\u5e97\u8d34\u51fa&#034;\u7531\u4e8e\u7f51\u7edc\u653b\u51fb&#xff0c;\u51b7\u85cf\u8d27\u67b6\u6682\u65e0\u5546\u54c1&#034;\u7684\u544a\u793a\u3002<\/p>\n<p>\u6b27\u76df\u519c\u4e1a\u4e13\u5458Christophe Hansen\u79f0\u8fd9\u4e9b\u53cd\u590d\u7684\u653b\u51fb&#034;\u4ee4\u4eba\u6df1\u611f\u5fe7\u8651&#034;&#xff0c;\u79f0\u8fd9\u662f&#034;\u84c4\u610f\u7834\u574f\u6211\u4eec\u98df\u54c1\u4f9b\u5e94\u94fe\u3001\u52a8\u6447\u6d88\u8d39\u8005\u4fe1\u5fc3\u7684\u884c\u4e3a&#034;\u3002\u745e\u5178\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\u4e3b\u4efb\u627f\u8ba4\u8be5\u56fd&#034;\u6709\u5927\u91cf\u66b4\u9732\u7684\u64cd\u4f5c\u6280\u672f\u8bbe\u5907&#034;\u9700\u8981\u66f4\u65b0\u6216\u4fee\u8865\u3002<\/p>\n<p>\u8fd9\u4e00\u7cfb\u5217\u653b\u51fb\u7279\u522b\u4ee4\u4eba\u62c5\u5fe7\u7684\u662f&#xff1a;\u8d8a\u6765\u8d8a\u591a\u7684\u8bbe\u5907&#xff08;\u5305\u62ec\u5236\u51b7\u7cfb\u7edf&#xff09;\u53ef\u88ab\u8fdc\u7a0b\u76d1\u63a7\u548c\u63a7\u5236&#xff0c;\u5728\u4fc4\u4e4c\u51b2\u7a81\u540e&#xff0c;\u5f53\u5c40\u5c24\u5176\u62c5\u5fc3\u56fd\u5bb6\u652f\u6301\u7684\u6df7\u5408\u653b\u51fb\u3002<\/p>\n<h4>\u4ece IT \u5230 OT&#xff1a;\u653b\u51fb\u9762\u7684\u8d28\u53d8<\/h4>\n<p>\u4e24\u6b21\u4e8b\u4ef6\u63ed\u793a\u4e86\u4e00\u4e2a\u66f4\u6df1\u5c42\u7684\u5b89\u5168\u8303\u5f0f\u8f6c\u79fb&#xff1a;\u7f51\u7edc\u653b\u51fb\u7684\u76ee\u6807\u6b63\u4ece IT \u7cfb\u7edf&#xff08;\u6570\u636e\u3001\u8d26\u6237\u3001\u670d\u52a1\u5668&#xff09;\u6269\u5c55\u5230 OT \u7cfb\u7edf&#xff08;\u5236\u51b7\u673a\u7ec4\u3001\u6e29\u63a7\u5668\u3001\u53ef\u7f16\u7a0b\u903b\u8f91\u63a7\u5236\u5668\u7b49\u7269\u7406\u5c42\u8bbe\u5907&#xff09;\u3002\u4e0e\u4f20\u7edf IT \u653b\u51fb\u4e0d\u540c&#xff0c;OT \u653b\u51fb\u7684\u76f4\u63a5\u540e\u679c\u662f\u7269\u7406\u4e16\u754c\u7684\u6df7\u4e71\u2014\u2014\u98df\u54c1\u53d8\u8d28\u3001\u8bbe\u5907\u635f\u574f\u3001\u751a\u81f3\u4eba\u5458\u4f24\u4ea1\u3002<\/p>\n<p>\u5236\u51b7\u7cfb\u7edf\u9886\u57df\u7684\u7279\u6b8a\u6027\u5728\u4e8e&#xff1a;\u5de5\u4e1a\u63a7\u5236\u5668\u56fa\u4ef6\u66f4\u65b0\u5468\u671f\u957f&#xff08;\u901a\u5e38\u4ee5\u5e74\u8ba1&#xff09;\u3001\u73b0\u573a\u603b\u7ebf\u534f\u8bae\u5728\u8bbe\u8ba1\u4e4b\u521d\u51e0\u4e4e\u6ca1\u6709\u8003\u8651\u8ba4\u8bc1\u4e0e\u52a0\u5bc6\u3001\u4e14\u5927\u91cf\u8bbe\u5907\u4f4d\u4e8e\u95e8\u5e97\u7ea7\u522b&#xff0c;\u7f3a\u4e4f\u4e2d\u592e\u5b89\u5168\u76d1\u63a7\u3002\u653b\u51fb\u8005\u4e0d\u9700\u8981\u96f6\u65e5\u6f0f\u6d1e\u2014\u2014\u901a\u8fc7\u66b4\u9732\u7684\u8fdc\u7a0b\u63a7\u5236\u63a5\u53e3\u4e0e\u9ed8\u8ba4\u51ed\u636e&#xff0c;\u5c31\u80fd\u5b9e\u73b0&#034;\u4e00\u591c\u4e4b\u95f4\u6e29\u5ea6\u98d9\u5347&#034;\u7684\u7834\u574f\u6548\u679c\u3002\u66f4\u6df1\u5c42\u7684\u95ee\u9898\u662f\u4fdd\u9669\u4e0e\u8d23\u4efb\u94fe&#xff1a;\u5f53\u96f6\u552e\u5546\u7684\u635f\u5931\u7531\u7f51\u7edc\u653b\u51fb\u5bfc\u81f4&#xff0c;\u5176 IT \u5b89\u5168\u6295\u5165\u662f\u5426\u8db3\u4ee5\u8986\u76d6\u4e0d\u65ad\u6269\u5927\u7684 OT \u653b\u51fb\u9762&#xff1f;\u76d1\u7ba1\u673a\u6784\u6b63\u5c06\u98df\u54c1\u7b49\u5b9e\u4f53\u4f9b\u5e94\u94fe\u7eb3\u5165\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u4fdd\u62a4\u6846\u67b6&#xff0c;\u4f46\u6210\u5458\u56fd\u7684\u6267\u6cd5\u8fdb\u5ea6\u53c2\u5dee\u4e0d\u9f50\u3002<\/p>\n<h4>\u6bd4\u4e9a\u8fea\u7eaf\u7535\u5355\u6708\u9996\u783430\u4e07\u8f86<\/h4>\n<p>\u6bd4\u4e9a\u8fea10\u6708\u65b0\u80fd\u6e90\u6c7d\u8f66\u9500\u91cf\u8fbe\u5230490,168\u8f86&#xff0c;\u540c\u6bd4\u589e\u957f11%\u3002\u5176\u4e2d\u7eaf\u7535\u52a8\u6c7d\u8f66&#xff08;BEV&#xff09;\u9500\u91cf305,743\u8f86&#xff0c;\u540c\u6bd4\u589e\u957f37%&#xff0c;\u9996\u6b21\u7a81\u783430\u4e07\u8f86\u5927\u5173\u3002\u7eaf\u7535\u8f66\u578b\u5df2\u5360\u5230\u5f53\u6708\u603b\u9500\u91cf\u7684\u7ea663%\u3002<\/p>\n<p>\u5bf9\u6bd4\u4e4b\u4e0b&#xff0c;\u636eKelley Blue Book\u4f30\u7b97&#xff0c;\u7f8e\u56fd\u6574\u4e2a\u7b2c\u4e09\u5b63\u5ea6&#xff08;7-9\u6708&#xff09;\u7eaf\u7535\u52a8\u6c7d\u8f66\u9500\u91cf\u7ea6\u4e3a262,500\u8f86\u2014\u2014\u6bd4\u4e9a\u8fea\u7528\u4e00\u4e2a\u5b63\u5ea6\u7684\u4e09\u5206\u4e4b\u4e00\u65f6\u95f4\u5c31\u8d85\u8d8a\u4e86\u7f8e\u56fd\u4e09\u4e2a\u6708\u7684\u603b\u91cf\u3002<\/p>\n<p>\u6bd4\u4e9a\u8fea\u8fd8\u5728\u52a0\u901f\u6d77\u5916\u6269\u5f20&#xff1a;10\u6708\u51fa\u53e3170,194\u8f86&#xff0c;\u540c\u6bd4\u589e\u957f\u8fd1100%&#xff1b;1\u81f310\u6708\u7d2f\u8ba1\u51fa\u53e3\u8d85150\u4e07\u8f86&#xff0c;\u63a5\u8fd1\u53bb\u5e74\u540c\u671f\u4e24\u500d\u3002\u9884\u8ba12026\u5e74\u5168\u5e74\u6d77\u5916\u51fa\u8d27\u8fbe200\u4e07\u8f86&#xff0c;2027\u5e74\u8d85\u8fc7250\u4e07\u8f86\u3002<\/p>\n<hr \/>\n<h3>&#x1f92b; \u65e0\u58f0\u4ea4\u4e92&#xff1a;Subvocal \u667a\u80fd\u773c\u955c<\/h3>\n<p>YC F26\u6279\u6b21\u7684The Subvocal Company\u5c55\u793a\u4e86\u5176\u667a\u80fd\u773c\u955c\u539f\u578b\u2014\u2014\u8ba9\u7528\u6237\u53ef\u4ee5\u5728\u4e0d\u53d1\u51fa\u58f0\u97f3\u7684\u60c5\u51b5\u4e0b\u4e0e\u8ba1\u7b97\u673a\u4ea4\u4e92\u3002<\/p>\n<p>\u8fd9\u6b3e\u773c\u955c\u53d1\u5c04\u7c7b\u4f3cBluetooth\u7684\u65e0\u7ebf\u7535\u6ce2&#xff0c;\u7a7f\u8fc7\u9762\u90e8\u3002\u5f53\u7528\u6237\u65e0\u58f0\u5730\u505a\u51fa\u53e3\u578b\u65f6&#xff0c;\u7535\u6ce2\u88ab\u820c\u5934\u3001\u5634\u5507\u548c\u8f6f\u816d\u8c03\u5236\u3002\u7814\u7a76\u56e2\u961f\u5728\u8fd9\u4e9b\u6570\u636e\u4e0a\u8bad\u7ec3\u57fa\u7840\u6a21\u578b&#xff0c;\u5c06\u6270\u52a8\u89e3\u7801\u4e3a\u6587\u672c\u3002<\/p>\n<p>\u5173\u952e\u7684\u5de5\u7a0b\u6311\u6218\u5305\u62ec&#xff1a;\u6781\u4f4e\u566a\u58f0\u7684RF\u4f20\u611f\u5806\u6808\u8bbe\u8ba1\u3001\u5929\u7ebf\u4f4d\u7f6e\u4e0e\u53d1\u97f3\u5668\u5b98\u7684\u6700\u5927\u91cd\u53e0\u3001\u4ee5\u53ca\u8de8\u7528\u6237\u6cdb\u5316&#xff08;\u6bcf\u4e2a\u4eba\u7684\u9762\u90e8\u89e3\u5256\u7ed3\u6784\u5bfc\u81f4RF\u4fe1\u53f7\u6a21\u5f0f\u622a\u7136\u4e0d\u540c&#xff09;\u3002\u901a\u8fc7\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u6570\u636e\u91c7\u96c6&#xff08;\u56e2\u961f\u5728\u529e\u516c\u5ba4\u8bbe\u7f6e\u5c55\u53f0\u4ed8\u8d39\u62db\u52df\u53d7\u8bd5\u8005&#xff09;&#xff0c;\u4ed6\u4eec\u83b7\u5f97\u4e86\u7f8e\u89c2\u7684\u6269\u5c55\u66f2\u7ebf\u2014\u2014\u4ec5\u970020\u53e5\u8bdd\u7684\u6821\u51c6\u5373\u53ef\u8fbe\u5230\u53ef\u7528\u7cbe\u5ea6\u3002\u4e24\u4f4d\u6765\u81ea\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u7684\u521b\u59cb\u4eba\u6700\u521d\u5c1d\u8bd5EMG\u808c\u7535\u65b9\u6848&#xff0c;\u56e0\u6c57\u6c34\u3001\u7535\u78c1\u5e72\u6270\u4e0e\u8d34\u9644\u7a33\u5b9a\u6027\u653e\u5f03&#xff0c;\u540e\u8f6c\u5411 RF \u8def\u7ebf\u2014\u2014\u8fd9\u4e00\u65b9\u5411\u6b63\u662f\u53d7 MIT Media Lab \u7684 AlterEgo \u9879\u76ee\u542f\u53d1\u3002<\/p>\n<h4>\u65e0\u58f0\u4ea4\u4e92\u7684\u60f3\u8c61\u7a7a\u95f4\u4e0e\u9690\u79c1\u6096\u8bba<\/h4>\n<p>\u4ece\u4ea4\u4e92\u6280\u672f\u6f14\u8fdb\u770b&#xff0c;Subvocal \u4ee3\u8868\u4e86\u8f93\u5165\u8303\u5f0f\u7684\u53c8\u4e00\u6b21\u8dc3\u8fc1\u3002\u6bcf\u4e00\u6b21\u4eba\u673a\u4ea4\u4e92\u9769\u547d\u90fd\u4f34\u968f\u8f93\u5165\u5e26\u5bbd\u7684\u91ca\u653e&#xff1a;\u9f20\u6807\u91ca\u653e\u4e86\u7a7a\u95f4\u5b9a\u5411\u80fd\u529b&#xff0c;\u89e6\u5c4f\u91ca\u653e\u4e86\u76f4\u63a5\u64cd\u63a7\u80fd\u529b&#xff0c;\u8bed\u97f3\u91ca\u653e\u4e86\u53cc\u624b\u4e0e\u89c6\u7ebf\u3002\u65e0\u58f0\u8bed\u97f3\u5219\u66f4\u8fdb\u4e00\u6b65\u2014\u2014\u5b83\u5728\u8bed\u97f3\u7684\u6548\u7387\u4e4b\u4e0a&#xff0c;\u8fdb\u4e00\u6b65\u5265\u79bb\u4e86\u516c\u5171\u573a\u5408\u7684&#034;\u542c\u89c9\u66b4\u9732&#034;\u3002<\/p>\n<p>\u4f46\u5176\u4ee3\u4ef7\u540c\u6837\u660e\u663e\u3002\u5c04\u9891\u4fe1\u53f7\u5165\u5c04\u9762\u90e8\u610f\u5473\u7740\u8bbe\u5907\u9700\u8981\u6301\u7eed\u91c7\u96c6\u9ad8\u5ea6\u654f\u611f\u7684\u751f\u7269\u7279\u5f81\u6570\u636e\u2014\u2014\u4e0b\u988c\u8fd0\u52a8\u6a21\u5f0f\u3001\u820c\u5934\u4f4d\u7f6e\u3001\u8f6f\u816d\u72b6\u6001\u5728\u89e3\u5256\u5b66\u4e0a\u63a5\u8fd1&#034;\u6307\u7eb9\u7ea7&#034;\u7684\u552f\u4e00\u6027\u3002\u5f53\u8fd9\u7c7b\u6570\u636e\u8fdb\u5165\u8bad\u7ec3\u96c6&#xff0c;\u9690\u79c1\u8fb9\u754c\u5c06\u53d8\u5f97\u6781\u4e3a\u6a21\u7cca\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u95ee\u9898\u662f\u4ea4\u4e92\u7684\u793e\u4f1a\u63a5\u53d7\u5ea6&#xff1a;\u4f69\u6234\u773c\u955c\u5e76\u505a\u51fa\u5507\u9f7f\u52a8\u4f5c&#xff0c;\u5728\u65c1\u4eba\u773c\u4e2d\u53ef\u80fd\u88ab\u8bef\u8bfb\u4e3a\u4e00\u79cd\u602a\u7656\u2014\u2014\u8fd9\u4e0e 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