{"id":21681,"date":"2026-09-28T15:03:15","date_gmt":"2026-09-28T07:03:15","guid":{"rendered":"https:\/\/92it.top\/?p=21681"},"modified":"2026-09-28T15:03:15","modified_gmt":"2026-09-28T07:03:15","slug":"%e6%af%8f%e5%a4%a9%e5%90%83%e9%80%8f%e4%b8%80%e4%b8%aa-ai-%e7%9f%a5%e8%af%86%e7%82%b9-jev-%e6%a8%a1%e5%9e%8b%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f%e6%80%8e%e4%b9%88%e7%94%a8%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=21681","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2a AI \u77e5\u8bc6\u70b9 \u2014 Jev \u6a21\u578b\u662f\u4ec0\u4e48\uff1f\u600e\u4e48\u7528\uff1f"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5<\/p>\n\n\n\n<p><strong>\u524d\u8a00 \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u6700\u8fd1\u51e0\u5929\uff0c\u5982\u679c\u4f60\u5173\u6ce8 AI \u5708\uff0c\u4f60\u7684\u4fe1\u606f\u6d41\u4e00\u5b9a\u88ab\u4e00\u4e2a\u53eb <strong>Jev<\/strong> \u7684\u65b0\u6a21\u578b\u5237\u5c4f\u4e86\u3002\u8fd9\u73a9\u610f\u513f\uff0c\u53ef\u4ee5\u8bf4\u662f\u5e73\u5730\u4e00\u58f0\u5927\u70b8\u96f7\uff0c\u706b\u5f97\u4e00\u584c\u7cca\u6d82\uff1a<\/p>\n\n\n\n<ul>\n<li>36 \u5c0f\u65f6\uff0c\u8d85\u8fc7 14 \u4e07\u5f00\u53d1\u8005\u6d8c\u5165\u5019\u8865\u540d\u5355 (waitlist)\u3002<\/li>\n\n\n\n<li>LangChain\u3001Vercel\u3001Cloudflare \u8fd9\u4e9b\u9876\u7ea7\u7684\u6280\u672f\u6846\u67b6\uff0c\u5728 3 \u5929\u5185\u5c31\u706b\u901f\u5b8c\u6210\u4e86\u96c6\u6210\u3002<\/li>\n\n\n\n<li>48 \u5c0f\u65f6\u5185\uff0c\u793e\u533a\u91cc\u5c31\u51fa\u73b0\u4e86 6 \u4e2a\u5f00\u6e90\u7684\u590d\u523b\u7248\u672c\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4e00\u4e2a AI \u6a21\u578b\uff0c\u80fd\u5f15\u8d77\u5982\u6b64\u5927\u7684\u8f70\u52a8\uff0c\u4e00\u5b9a\u6709\u4ec0\u4e48\u98a0\u8986\u6027\u7684\u4e1c\u897f\uff1f\u4f46\u5947\u602a\u5f02\u7684\u662f\uff1a<strong>\u5b83\u6839\u672c\u4e0d\u4f1a\u751f\u6210\u4efb\u4f55\u6587\u672c\u3002<\/strong><\/p>\n\n\n\n<p>\u4f60\u6ca1\u542c\u9519\uff0c\u5b83\u4e0d\u662f ChatGPT \u90a3\u6837\u7684\u4f5c\u5bb6\uff0c\u4e5f\u4e0d\u662f Midjourney \u90a3\u6837\u7684\u753b\u5bb6\u3002\u800c\u662f\u4e2a\uff0c\u55ef\uff0c<strong>\u88c1\u5224\u3002<\/strong><\/p>\n\n\n\n<p>\u4f60\u7ed9\u5b83\u4e00\u5806\u4e71\u4e03\u516b\u7cdf\u7684\u4fe1\u606f\uff0c\u518d\u7ed9\u5b83\u51e0\u4e2a\u9884\u8bbe\u7684\u9009\u9879\uff0c\u5b83\u53ea\u4f1a\u544a\u8bc9\u4f60\uff1a\u201c\u9009 A \u7684\u6982\u7387\u662f 85%\uff0c\u9009 B \u7684\u6982\u7387\u662f 12%\uff0c\u9009 C \u7684\u6982\u7387\u662f 3%\u3002\u201d<\/p>\n\n\n\n<p>\u6211\u82b1\u4e86\u51e0\u5929\u65f6\u95f4\uff0c\u628a TypeSafe AI (Jev \u7684\u6bcd\u516c\u53f8) \u7684\u5b98\u65b9\u6587\u6863\u3001DataCamp \u7684\u6280\u672f\u5206\u6790\u3001\u4ee5\u53ca LangChain \u7684\u96c6\u6210\u535a\u5ba2\u770b\u4e86\u4e00\u904d\u3002\u4eca\u5929\uff0c\u54b1\u6765\u804a\u4e00\u804a\uff0cJev \u662f\u4ec0\u4e48\uff0c\u600e\u4e48\u7528\u3002<\/p>\n\n\n\n<p>\u7279\u522b\u662f\u5bf9\u4e8e\u505a Agent \u5f00\u53d1\u7684\u4eba\u6765\u8bf4\uff0c\u7406\u89e3 Jev\uff0c\u53ef\u80fd\u4f1a\u6539\u53d8\u4f60\u5bf9 Agent \u67b6\u6784\u7684\u8ba4\u77e5\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e00\u3001Jev \u5230\u5e95\u662f\u4ec0\u4e48\uff1f\u4e00\u4e2a\u5feb\u601d\u8003\u7684 AI \u88c1\u5224 \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Jev \u662f\u7531\u4e00\u5bb6\u540d\u4e3a TypeSafe AI \u7684\u516c\u53f8\uff0c\u5728 2026 \u5e74 9 \u6708 15 \u65e5\u53d1\u5e03\u7684\u6a21\u578b\u3002\u5b83\u7684\u521b\u59cb\u4eba Diogo Almeida\uff0c\u662f\u524d OpenAI \u7684\u6838\u5fc3\u7814\u7a76\u5458\uff0c\u4eb2\u8eab\u53c2\u4e0e\u4e86 InstructGPT \u548c\u65e9\u671f RLHF \u7684\u7814\u53d1 \u2014\u2014 \u4e5f\u5c31\u662f ChatGPT \u80cc\u540e\u90a3\u5957\u6838\u5fc3\u7684\u8bad\u7ec3\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p>Diogo \u5728\u65e7\u91d1\u5c71\u79d8\u5bc6\u7814\u53d1\u4e86\u4e24\u5e74\uff0c\u4e00\u51fa\u5c71\u5c31\u540c\u65f6\u5ba3\u5e03\u4e86\u4e24\u4ef6\u5927\u4e8b\uff1a\u4e00\u7b14 4000 \u4e07\u7f8e\u5143\u7684\u79cd\u5b50\u8f6e\u878d\u8d44\uff0c\u4ee5\u53ca Jev \u8fd9\u4e2a\u98a0\u8986\u6027\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<p>Jev \u7684\u5b98\u65b9\u5b9a\u4f4d\uff0c\u53eb\u505a <strong>\u201cSystem One \u6a21\u578b\u201d<\/strong>\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u6982\u5ff5\uff0c\u6e90\u81ea\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\u4e39\u5c3c\u5c14\u30fb\u5361\u5c3c\u66fc\u7684\u7ecf\u5178\u8457\u4f5c\u300a\u601d\u8003\uff0c\u5feb\u4e0e\u6162\u300b\u3002\u4ed6\u628a\u4eba\u7c7b\u7684\u601d\u7ef4\u5206\u4e3a\u4e24\u4e2a\u7cfb\u7edf\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u7cfb\u7edf\u4e8c (System Two)<\/strong>\uff1a\u662f\u6211\u4eec\u7684<strong>\u6162\u601d\u8003\u7cfb\u7edf<\/strong>\uff0c\u8d1f\u8d23\u7406\u6027\u7684\u3001\u6df1\u5ea6\u7684\u3001\u9700\u8981\u96c6\u4e2d\u6ce8\u610f\u529b\u7684\u903b\u8f91\u63a8\u7406\u3002\u6bd4\u5982\uff0c\u8ba1\u7b97\u4e00\u9053\u590d\u6742\u7684\u6570\u5b66\u9898\uff0c\u6216\u8005\u89c4\u5212\u4e00\u6b21\u957f\u9014\u65c5\u884c\u3002\u6211\u4eec\u73b0\u5728\u719f\u77e5\u7684 GPT\u20115.1\u3001Claude Sonnet\u20114\u20116 \u8fd9\u7c7b\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u626e\u6f14\u7684\u5c31\u662f\u7cfb\u7edf\u4e8c\u7684\u89d2\u8272\u3002<\/li>\n\n\n\n<li><strong>\u7cfb\u7edf\u4e00 (System One)<\/strong>\uff1a\u662f\u6211\u4eec\u7684<strong>\u5feb\u601d\u8003\u7cfb\u7edf<\/strong>\uff0c\u8d1f\u8d23\u90a3\u4e9b\u5feb\u901f\u7684\u3001\u76f4\u89c9\u5f0f\u7684\u3001\u6beb\u4e0d\u8d39\u529b\u7684\u5224\u65ad\u3002\u6bd4\u5982\uff0c\u770b\u5230\u4e00\u5f20\u6124\u6012\u7684\u8138\uff0c\u4f60\u77ac\u95f4\u5c31\u77e5\u9053\u5bf9\u65b9\u4e0d\u9ad8\u5174\uff1b\u542c\u5230\u4e00\u58f0\u5de8\u54cd\uff0c\u4f60\u4f1a\u4e0b\u610f\u8bc6\u5730\u8f6c\u5934\u3002<\/li>\n<\/ul>\n\n\n\n<p>Jev \u505a\u7684\uff0c\u5c31\u662f\u7cfb\u7edf\u4e00\u7684\u6d3b\u513f\u3002\u5b83\u8ffd\u6c42\u7684\u4e0d\u662f\u6df1\u5ea6\u601d\u8003\uff0c\u800c\u662f\u5feb\u901f\u7684\u3001\u53ef\u9760\u7684\u3001\u7ed3\u6784\u5316\u7684\u5224\u65ad\u3002<\/p>\n\n\n\n<p>Jev \u7684\u5de5\u4f5c\u6a21\u5f0f\u975e\u5e38\u7b80\u5355\uff1a<\/p>\n\n\n\n<p>\u4f60\u7ed9\u5b83\u4e00\u6bb5\u975e\u7ed3\u6784\u5316\u7684\u4fe1\u606f\uff0c\u518d\u7ed9\u5b83\u4e00\u4e2a\u7528 JSON Schema \u5b9a\u4e49\u597d\u7684\u3001\u7ed3\u6784\u5316\u7684\u95ee\u9898\uff0c\u5b83\u5c31\u4f1a\u901a\u8fc7\u4e00\u6b21\u8ba1\u7b97\uff0c\u76f4\u63a5\u5728\u4f60\u7684\u9009\u9879\u4e0a\uff0c\u5206\u914d\u51fa\u5404\u81ea\u7684\u6982\u7387\u3002<\/p>\n\n\n\n<p><strong>Jev \u7684\u4e09\u79cd\u6838\u5fc3\u51b3\u7b56\u7c7b\u578b\uff1a<\/strong><\/p>\n\n\n\n<ol>\n<li><strong>Choice (\u9009\u62e9)<\/strong>\uff1a\u4ece\u4f60\u9884\u5b9a\u4e49\u7684\u591a\u4e2a\u9009\u9879\u91cc\uff0c\u9009\u51fa\u4e00\u4e2a\u6216\u591a\u4e2a\u3002<\/li>\n\n\n\n<li><strong>Noul (\u662f\u5426)<\/strong>\uff1a\u7ed9\u51fa\u4e00\u4e2a\u662f\u6216\u5426\u7684\u6982\u7387\u3002Noul \u662f No \u548c Null \u7684\u7ec4\u5408\u8bcd\uff0c\u4ee3\u8868\u7740\u4e00\u79cd\u975e\u6b64\u5373\u5f7c\u7684\u5224\u65ad\u3002<\/li>\n\n\n\n<li><strong>Score (\u6253\u5206)<\/strong>\uff1a\u7ed9\u51fa\u4e00\u4e2a\u5728\u7279\u5b9a\u8303\u56f4\u5185\u7684\u5206\u6570\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u3010\u6848\u4f8b\u89e3\u6790\uff1a\u667a\u80fd\u5ba2\u670d\u4e2d\u5fc3\u7684\u5206\u8bca\u53f0\u3011<\/strong><\/p>\n\n\n\n<p><strong>\u573a\u666f<\/strong>\uff1a\u4e00\u5bb6\u94f6\u884c\u7684\u667a\u80fd\u5ba2\u670d\u4e2d\u5fc3\uff0c\u6536\u5230\u4e00\u6761\u6765\u81ea\u7528\u6237\u7684\u6295\u8bc9\uff1a\u201c\u4f60\u4eec\u8fd9\u4e2a App \u592a\u5783\u573e\u4e86\uff01\u6211\u4e0a\u4e2a\u6708\u7684\u4fe1\u7528\u5361\u8d26\u5355\u4e00\u76f4\u51fa\u4e0d\u6765\uff0c\u6253\u7535\u8bdd\u4e5f\u6ca1\u4eba\u63a5\uff0c\u6211\u8981\u9500\u6237\uff01\u201d<\/p>\n\n\n\n<p>\u4f60\u9700\u8981 AI \u505a\u51fa\u4e00\u7cfb\u5217\u5feb\u901f\u5224\u65ad\uff0c\u6765\u51b3\u5b9a\u4e0b\u4e00\u6b65\u8be5\u600e\u4e48\u5904\u7406\u3002<\/p>\n\n\n\n<p><strong>\u8f93\u5165\u7ed9 Jev \u7684\u4fe1\u606f\uff1a<\/strong><\/p>\n\n\n\n<ul>\n<li>\u975e\u7ed3\u6784\u5316\u4fe1\u606f\uff1a\u5c31\u662f\u4e0a\u9762\u90a3\u6bb5\u7528\u6237\u7684\u6295\u8bc9\u539f\u6587\u3002<\/li>\n\n\n\n<li>\u7ed3\u6784\u5316\u95ee\u9898\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">{\n  \"type\": \"object\",\n  \"properties\": {\n    \"intent\": {\n      \"type\": \"string\",\n      \"enum\": [\"\u8d26\u5355\u95ee\u9898\", \"\u6280\u672f\u6545\u969c\", \"\u670d\u52a1\u6295\u8bc9\"]\n    },\n    \"urgency\": {\n      \"type\": \"string\",\n      \"enum\": [\"\u4f4e\", \"\u4e2d\", \"\u9ad8\", \"\u7d27\u6025\"]\n    },\n    \"churn_risk\": {\n      \"type\": \"number\",\n      \"minimum\": 0,\n      \"maximum\": 1\n    },\n    \"requires_human\": {\n      \"type\": \"boolean\"\n    }\n  }\n}\n<\/pre>\n\n\n\n<p>Jev \u7684\u8f93\u51fa\uff0c\u76f4\u63a5\u5c31\u662f\u4e00\u4e2a\u7ed3\u6784\u5316\u7684 JSON\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">{\n  \"intent\": {\n    \"\u8d26\u5355\u95ee\u9898\": 0.85,\n    \"\u670d\u52a1\u6295\u8bc9\": 0.13,\n    \"\u6280\u672f\u6545\u969c\": 0.02\n  },\n  \"urgency\": {\n    \"\u7d27\u6025\": 0.92,\n    \"\u9ad8\": 0.07,\n    \"\u4e2d\": 0.01,\n    \"\u4f4e\": 0.0\n  },\n  \"churn_risk\": 0.88, \/\/ \u5ba2\u6237\u6d41\u5931\u98ce\u9669\u6253\u5206\uff0c0.88 \u610f\u5473\u7740\u975e\u5e38\u9ad8\n  \"requires_human\": {\n    \"true\": 0.95,\n    \"false\": 0.05\n  } \/\/ \u662f\u5426\u9700\u8981\u4eba\u5de5\u4ecb\u5165\n}\n<\/pre>\n\n\n\n<p>\u6574\u4e2a\u8fc7\u7a0b\uff0c\u8017\u65f6\u53ef\u80fd\u4e0d\u5230 200 \u6beb\u79d2\u3002\u6709\u4e86\u8fd9\u4efd\u7ed3\u6784\u5316\u7684\u5224\u65ad\u7ed3\u679c\uff0c\u540e\u7eed\u7684\u81ea\u52a8\u5316\u7cfb\u7edf\u5c31\u53ef\u4ee5\u7acb\u523b\u505a\u51fa\u51b3\u7b56\uff1a \u5c06\u8fd9\u4e2a\u5de5\u5355\uff0c\u4ee5 \u201c\u7d27\u6025\u201d \u72b6\u6001\uff0c\u76f4\u63a5\u8def\u7531\u7ed9 \u201c\u4fe1\u7528\u5361\u8d26\u5355\u5904\u7406\u201d \u548c \u201c\u91d1\u724c\u5ba2\u6237\u670d\u52a1\u201d \u4e24\u4e2a\u4eba\u5de5\u5750\u5e2d\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e8c\u3001Jev vs. LLM vs. \u5206\u7c7b\u5668\uff1a\u51ed\u5565\u8fd9\u4e48\u706b\uff1f \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4f46\u662f\uff0c\u8fd9\u79cd\u5224\u65ad\u4efb\u52a1\uff0c\u4f20\u7edf\u7684\u5927\u8bed\u8a00\u6a21\u578b (LLM) \u4e5f\u80fd\u505a\uff0c\u4f20\u7edf\u7684\u673a\u5668\u5b66\u4e60\u5206\u7c7b\u5668\u4e5f\u80fd\u505a\uff0cJev \u51ed\u4ec0\u4e48\u80fd\u8131\u9896\u800c\u51fa\uff1f<\/p>\n\n\n\n<p>\u6211\u4eec\u6765\u770b\u770b\u5b83\u4eec\u4e4b\u95f4\u7684\u6839\u672c\u6027\u5dee\u5f02\uff1a<\/p>\n\n\n\n<p><strong>\ud83d\udd391. \u4f20\u7edf LLM (\u5982 GPT\u20115.1) \u7684\u505a\u6cd5<\/strong><\/p>\n\n\n\n<p>\u4f60\u8ba9 GPT\u20115.1 \u53bb\u505a\u4e0a\u9762\u90a3\u4e2a\u5224\u65ad\u4efb\u52a1\uff0c\u5b83\u4f1a\u5148\u8fdb\u884c\u4e00\u756a\u6162\u601d\u8003\uff0c\u7136\u540e\u4e00\u4e2a\u5b57\u4e00\u4e2a\u5b57\u5730 (token by token)\uff0c\u751f\u6210\u4e00\u6bb5\u81ea\u7136\u8bed\u8a00\u7684\u56de\u7b54\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u6839\u636e\u7528\u6237\u7684\u63cf\u8ff0\uff0c\u8be5\u6295\u8bc9\u7684\u4e3b\u8981\u610f\u56fe\u662f\u5173\u4e8e \u201c\u8d26\u5355\u95ee\u9898\u201d\uff0c\u540c\u65f6\u5e26\u6709\u5f3a\u70c8\u7684\u4e0d\u6ee1\u60c5\u7eea\uff0c\u5c5e\u4e8e \u201c\u670d\u52a1\u6295\u8bc9\u201d\u3002\u95ee\u9898\u7684\u7d27\u6025\u7a0b\u5ea6\u4e3a \u201c\u7d27\u6025\u201d\u3002\u6839\u636e\u7528\u6237 \u201c\u6211\u8981\u9500\u6237\u201d \u7684\u8868\u8ff0\uff0c\u5176\u6d41\u5931\u98ce\u9669\u5f88\u9ad8\uff0c\u5efa\u8bae\u7acb\u5373\u8fdb\u884c\u4eba\u5de5\u5e72\u9884\u3002<\/pre>\n\n\n\n<p><strong>\u95ee\u9898\u5728\u54ea\u91cc\uff1f<\/strong><\/p>\n\n\n\n<ul>\n<li><strong>\u6162<\/strong>\uff1a\u4ece\u601d\u8003\u5230\u9010\u5b57\u751f\u6210\uff0c\u6574\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981 3\u201110 \u79d2\u3002\u5728\u9ad8\u9891\u8c03\u7528\u7684\u573a\u666f\u4e0b\uff0c\u8fd9\u4e2a\u5ef6\u8fdf\u662f\u65e0\u6cd5\u63a5\u53d7\u7684\u3002<\/li>\n\n\n\n<li><strong>\u8d35<\/strong>\uff1a\u751f\u6210\u8fd9\u4e48\u591a token\uff0c\u90fd\u662f\u8981\u82b1\u94b1\u7684\u3002<\/li>\n\n\n\n<li><strong>\u683c\u5f0f\u5e7b\u89c9<\/strong>\uff1a\u4f60\u9700\u8981\u5199\u4e00\u5806\u6b63\u5219\u8868\u8fbe\u5f0f\u6216\u89e3\u6790\u4ee3\u7801\uff0c\u53bb\u4ece\u8fd9\u6bb5\u6587\u5b57\u91cc\uff0c\u63d0\u53d6\u51fa \u201c\u8d26\u5355\u95ee\u9898\u201d\u3001\u201c\u7d27\u6025\u201d \u8fd9\u4e9b\u5173\u952e\u4fe1\u606f\u3002\u4f46 LLM \u7684\u8f93\u51fa\u683c\u5f0f\uff0c\u5e76\u4e0d\u603b\u662f 100% \u7a33\u5b9a\u3002\u5b83\u4eca\u5929\u53ef\u80fd\u591a\u4e00\u4e2a\u6362\u884c\u7b26\uff0c\u660e\u5929\u53ef\u80fd\u5c11\u4e00\u4e2a\u9017\u53f7\uff0c\u4f60\u7684\u89e3\u6790\u4ee3\u7801\u5c31\u53ef\u80fd\u4f1a\u6302\u6389\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7b80\u5355\u8bf4\uff0c\u7528 LLM \u505a\u5224\u65ad\uff0c\u5c31\u50cf\u8bf7\u4e00\u4e2a\u5c0f\u8bf4\u5bb6\uff0c\u6765\u5e2e\u4f60\u505a\u5224\u65ad\u5bf9\u9519\u7684\u9009\u62e9\u9898\u3002\u4ed6\u80fd\u505a\uff0c\u4f46\u4ed6\u4f1a\u7ed9\u4f60\u5199\u4e00\u7bc7\u957f\u957f\u7684\u89e3\u9898\u601d\u8def\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u7ed9\u4f60\u4e00\u4e2a \u201cA\u201d \u6216 \u201cB\u201d \u7684\u7b54\u6848\u3002\u6740\u9e21\u7528\u725b\u5200\uff0c\u53c8\u6162\u53c8\u8d35\u53c8\u4e0d\u7a33\u5b9a\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392\uff0e\u4f20\u7edf\u5206\u7c7b\u5668 (\u5982\uff1aBERT) \u7684\u505a\u6cd5<\/strong><\/p>\n\n\n\n<p>\u4f20\u7edf\u7684\u673a\u5668\u5b66\u4e60\u5206\u7c7b\u5668\uff0c\u6bd4\u5982\u4e00\u4e2a\u7528 BERT \u8bad\u7ec3\u7684\u6587\u672c\u5206\u7c7b\u6a21\u578b\uff0c\u4e5f\u80fd\u505a\u8fd9\u4e2a\u4e8b\u3002<\/p>\n\n\n\n<p><strong>\u4f18\u70b9\u5728\u54ea\u91cc\uff1f<\/strong><\/p>\n\n\n\n<ul>\n<li><strong>\u5feb<\/strong>\uff1a\u5b83\u4e5f\u662f\u901a\u8fc7\u4e00\u6b21\u524d\u5411\u8ba1\u7b97\uff0c\u76f4\u63a5\u8f93\u51fa\u7ed3\u679c\uff0c\u901f\u5ea6\u5f88\u5feb\u3002<\/li>\n\n\n\n<li><strong>\u7a33\u5b9a<\/strong>\uff1a\u8f93\u51fa\u7684\u683c\u5f0f\u662f\u56fa\u5b9a\u7684\uff0c\u4e0d\u4f1a\u6709\u683c\u5f0f\u5e7b\u89c9\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u95ee\u9898\u5728\u54ea\u91cc\uff1f<\/strong><\/p>\n\n\n\n<ul>\n<li><strong>\u6b7b\u677f\uff0c\u7f3a\u4e4f\u901a\u7528\u6027<\/strong>\uff1a\u5b83\u7684<strong>\u6807\u7b7e\u7a7a\u95f4\uff08Label Space\uff09<\/strong>\u662f\u5728\u8bad\u7ec3\u65f6\u5c31\u56fa\u5b9a\u6b7b\u7684\u3002\u4f60\u8bad\u7ec3\u4e86\u4e00\u4e2a \u201c\u8d26\u5355\u95ee\u9898 \/ \u6280\u672f\u6545\u969c \/ \u670d\u52a1\u6295\u8bc9\u201d \u7684\u4e09\u5206\u7c7b\u5668\uff0c\u73b0\u5728\u4e1a\u52a1\u53d1\u5c55\u4e86\uff0c\u4f60\u60f3\u589e\u52a0\u4e00\u4e2a\u65b0\u7684\u5206\u7c7b \u201c\u4ea7\u54c1\u5efa\u8bae\u201d\uff0c\u5bf9\u4e0d\u8d77\uff0c\u4f60\u5fc5\u987b\u91cd\u65b0\u627e\u6570\u636e\u3001\u91cd\u65b0\u6807\u6ce8\u3001\u91cd\u65b0\u8bad\u7ec3\u6574\u4e2a\u6a21\u578b\u3002\u5b83\u65e0\u6cd5\u5e94\u5bf9\u52a8\u6001\u53d8\u5316\u7684\u4e1a\u52a1\u9700\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7b80\u5355\u8bf4\uff0c\u7528\u4f20\u7edf\u5206\u7c7b\u5668\uff0c\u5c31\u50cf\u5b9a\u5236\u4e86\u4e00\u628a\u4e13\u7528\u94a5\u5319\u3002\u5b83\u5f00\u67d0\u4e00\u628a\u9501\uff08\u7279\u5b9a\u4efb\u52a1\uff09\u5f88\u5feb\uff0c\u4f46\u4f60\u60f3\u6362\u4e00\u628a\u9501\uff0c\u5c31\u5f97\u91cd\u65b0\u914d\u4e00\u628a\u94a5\u5319\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd393\uff0eJev \u7684\u505a\u6cd5\uff1a\u4ecb\u4e8e\u4e24\u8005\u4e4b\u95f4\u7684\u5e73\u8861<\/strong><\/p>\n\n\n\n<p>Jev \u5728 LLM \u7684\u901a\u7528\u6027\u548c\u5206\u7c7b\u5668\u7684\u9ad8\u6548\u6027\u4e4b\u95f4\uff0c\u627e\u5230\u4e86\u4e00\u4e2a\u5e73\u8861\u70b9\u3002<\/p>\n\n\n\n<ul>\n<li><strong>\u901a\u7528\u6027<\/strong>\uff1a\u548c LLM \u4e00\u6837\uff0cJev \u662f\u4e00\u4e2a\u901a\u7528\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u3002\u4f60\u4e0d\u9700\u8981\u4e3a\u6bcf\u4e2a\u65b0\u4efb\u52a1\u53bb\u91cd\u65b0\u8bad\u7ec3\u5b83\u3002\u4f60\u60f3\u589e\u52a0\u4e00\u4e2a\u65b0\u7684\u5206\u7c7b\u9009\u9879\uff1f\u53ea\u9700\u8981\u5728\u4f60\u7684 JSON Schema \u91cc\uff0c\u589e\u52a0\u4e00\u4e2a enum \u7684\u503c\u5c31\u884c\u4e86\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u6548\u6027\u4e0e\u7a33\u5b9a\u6027<\/strong>\uff1a\u548c\u5206\u7c7b\u5668\u4e00\u6837\uff0cJev \u4e0d\u751f\u6210\u4efb\u4f55\u6587\u672c\u3002\u5b83\u5185\u90e8\u7684\u5e76\u884c\u91c7\u6837\u5668\uff08Parallel Sampler\uff09\uff0c\u901a\u8fc7\u4e00\u6b21\u524d\u5411\u8ba1\u7b97\uff0c\u5c31\u540c\u65f6\u4ea7\u51fa\u4e86\u6240\u6709\u5224\u65ad\u7684\u6982\u7387\u5206\u5e03\u3002\u8fd9\u4ece\u673a\u5236\u4e0a\uff0c\u5f7b\u5e95\u6d88\u9664\u4e86\u683c\u5f0f\u5e7b\u89c9\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-preformatted\">\ud83d\udca1 \u6839\u636e\u5b98\u65b9\u6570\u636e\uff1a<br>- Jev \u6bd4\u540c\u7c7b LLM \u5feb 40 \u5230 200 \u500d\uff1b<br>- \u4fbf\u5b9c 40 \u5230 400 \u500d\uff1b<br>- \u8f93\u5165\u4ef7\u683c\u662f\u6bcf\u767e\u4e07 token 0.042 \u7f8e\u5143\uff1b<br>- \u8f93\u51fa\u751a\u81f3\u514d\u8d39\uff1b<br>- \u5355\u6b21\u67e5\u8be2\u7684\u5ef6\u8fdf\uff0c\u7a33\u5b9a\u5728 70 \u5230 500 \u6beb\u79d2\u4e4b\u95f4\u3002<\/pre>\n\n\n\n<p><strong>\u66f4\u6838\u5fc3\u7684\u533a\u522b\uff1a\u4e3a \u201c\u6821\u51c6\u201d \u800c\u751f\u7684\u8bad\u7ec3\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<p>Jev \u7684\u521b\u59cb\u4eba Diogo \u6307\u51fa\uff0cChatGPT \u80cc\u540e\u7684 RLHF \u6280\u672f\uff0c\u5f3a\u5316\u7684\u662f<strong>\u7b26\u5408\u4eba\u7c7b\u504f\u597d\u7684\u56de\u7b54<\/strong>\u3002\u8fd9\u79cd\u56de\u7b54\uff0c\u4e0d\u4e00\u5b9a\u51c6\u786e\uff0c\u4f46\u4f1a\u8ba9\u4f60\u89c9\u5f97\u8212\u670d\u3001\u6709\u5171\u60c5\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u800c Jev \u91c7\u7528\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u8bad\u7ec3\u65b9\u6cd5\uff0c\u53eb\u505a <strong>RLCD<\/strong>\uff08Reinforcement Learning for Calibrated Decisions\uff0c\u57fa\u4e8e\u6821\u51c6\u51b3\u7b56\u7684\u5f3a\u5316\u5b66\u4e60\uff09\u3002<\/p>\n\n\n\n<p><strong>\u4ec0\u4e48\u662f\u53ef\u6821\u51c6\uff08Calibrated\uff09\uff1f<\/strong><\/p>\n\n\n\n<p>\u7b80\u5355\u8bf4\uff0c\u5c31\u662f<strong>\u8bf4\u5230\u505a\u5230<\/strong>\u3002\u5f53 Jev \u8bf4\uff0c\u5b83\u6709 90% \u7684\u628a\u63e1\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u9ad8\u98ce\u9669\u7528\u6237\u65f6\uff0c\u90a3\u4e48\u5728\u5927\u91cf\u7684\u540c\u7c7b\u4e8b\u4ef6\u4e2d\uff0c\u5b83\u7684\u5224\u65ad\u51c6\u786e\u7387\uff0c\u5c31\u771f\u7684\u65e0\u9650\u63a5\u8fd1 90%\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u6821\u51c6\u80fd\u529b\uff0c\u5bf9\u4e8e\u4f01\u4e1a\u7ea7\u5e94\u7528\uff0c\u4ef7\u503c\u5de8\u5927\u3002 \u4f60\u53ef\u4ee5\u975e\u5e38\u81ea\u4fe1\u5730\u5728\u4f60\u7684\u4ee3\u7801\u91cc\u5199\u4e0b\u8fd9\u6837\u7684\u903b\u8f91\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">const result = await jev.decide(input, schema);\n\nif (result.churn_risk > 0.8) {\n  \/\/ \u5982\u679c Jev \u5224\u65ad\u6d41\u5931\u98ce\u9669\u9ad8\u4e8e 80%\uff0c\u76f4\u63a5\u89e6\u53d1\u4eba\u5de5\u4ecb\u5165\n  escalateToHumanAgent(input.userId);\n} else if (result.churn_risk > 0.5) {\n  \/\/ \u5982\u679c\u98ce\u9669\u5728 50%-80%\uff0c\u81ea\u52a8\u53d1\u9001\u4e00\u5f20\u5b89\u629a\u4f18\u60e0\u5238\n  sendCoupon(input.userId, \"SORRY_10_OFF\");\n} else {\n  \/\/ \u98ce\u9669\u5f88\u4f4e\uff0c\u8ba9\u666e\u901a Agent \u6309\u6807\u51c6\u6d41\u7a0b\u5904\u7406\n  defaultAgent.handle(input);\n}<\/pre>\n\n\n\n<p>\u4f60\u4ee3\u7801\u7684\u6bcf\u4e00\u6b65\u51b3\u7b56\uff0c\u90fd\u6709\u4e86\u53ef\u9760\u7684\u3001\u91cf\u5316\u7684\u6982\u7387\u4f9d\u636e\uff0c\u800c\u4e0d\u518d\u662f\u57fa\u4e8e\u5bf9 LLM \u6a21\u7cca\u6587\u672c\u7684\u731c\u6d4b\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e09\u3001\u6211\u4eec\u8be5\u5982\u4f55\u4f7f\u7528 Jev\uff1f\u5b83\u5728 Agent \u5f00\u53d1\u4e2d\u7684\u6838\u5fc3\u4ef7\u503c \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u8bb2\u4e86\u8fd9\u4e48\u591a\uff0c\u6211\u4eec\u5230\u5e95\u8be5\u600e\u4e48\u7528 Jev\uff1f\u5b83\u80fd\u4e3a\u6211\u4eec\u7684 Agent \u9879\u76ee\uff0c\u5e26\u6765\u4ec0\u4e48\u5b9e\u8d28\u6027\u7684\u6539\u53d8\uff1f<\/p>\n\n\n\n<p>\ud83d\udca1 \u7b54\u6848\u662f\uff1a\u628a Jev \u7528\u5728\u4f60\u7684 Agent \u5de5\u4f5c\u6d41\u4e2d\uff0c\u6240\u6709\u9700\u8981\u8fdb\u884c<strong>\u9ad8\u9891\u3001\u4f4e\u601d\u8003\u51b3\u7b56<\/strong>\u7684\u8282\u70b9\u4e0a\u3002<\/p>\n\n\n\n<p>\u4e00\u4e2a Agent \u5728\u6267\u884c\u4efb\u52a1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5176\u5b9e\u8981\u505a\u5927\u91cf\u8fd9\u7c7b<strong>\u5fae\u51b3\u7b56<\/strong>\uff1a<\/p>\n\n\n\n<ul>\n<li>\u8fd9\u4e2a\u7528\u6237\u7684\u8bf7\u6c42\uff0c\u5e94\u8be5\u8def\u7531\u7ed9\u54ea\u4e2a\u5b50 Agent\uff08Sub\u2011agent\uff09\u53bb\u5904\u7406\uff1f<\/li>\n\n\n\n<li>\u8fd9\u6bb5 AI \u751f\u6210\u7684\u5185\u5bb9\uff0c\u662f\u5426\u5305\u542b\u654f\u611f\u4fe1\u606f\uff0c\u9700\u4e0d\u9700\u8981\u8fdb\u5165\u5ba1\u6838\u6d41\u7a0b\uff1f<\/li>\n\n\n\n<li>\u8fd9\u4e2a\u7528\u6237\u7684\u884c\u4e3a\uff0c\u89e6\u53d1\u4e86\u98ce\u63a7\u89c4\u5219\u5417\uff1f\u662f\u901a\u8fc7\u8fd8\u662f\u62e6\u622a\uff1f<\/li>\n\n\n\n<li>\u5f53\u524d\u8fd9\u4e2a\u5de5\u5177\u8c03\u7528\u5931\u8d25\u4e86\uff0c\u6211\u662f\u5e94\u8be5\u91cd\u8bd5\u3001\u4e0a\u62a5\u9519\u8bef\uff0c\u8fd8\u662f\u76f4\u63a5\u4e2d\u6b62\u4efb\u52a1\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u8fc7\u53bb\uff0c\u6211\u4eec\u901a\u5e38\u4f1a\u7528\u4e00\u4e2a LLM\uff08\u6bd4\u5982 GPT\u20115.1\uff09\u6765\u505a\u8fd9\u4e9b\u5224\u65ad\u3002\u8fd9\u5c31\u50cf\u8bf7\u4e00\u4e2a\u535a\u58eb\u751f\uff0c\u6765\u5f53\u5341\u5b57\u8def\u53e3\u7684\u4ea4\u901a\u8b66\u5bdf\u3002\u80fd\u5e72\u662f\u80fd\u5e72\uff0c\u4f46\u662f\u592a\u6d6a\u8d39\u4e86\u3002\uff08\u8fd9\u91cc\u6ca1\u6709\u804c\u4e1a\u6b67\u89c6\u54c8\uff09<\/p>\n\n\n\n<p>\u800c Jev\uff0c\u5929\u751f\u5c31\u662f\u4e3a\u8fd9\u4e9b \u201cAI \u4ea4\u901a\u8b66\u5bdf\u201d \u7684\u5c97\u4f4d\u800c\u751f\u7684\u3002<\/p>\n\n\n\n<p><strong>\u3010\u6848\u4f8b\u89e3\u6790\uff1a\u91cd\u6784\u4e00\u4e2a AI \u5185\u5bb9\u521b\u4f5c Agent\u3011 \u539f\u59cb\u67b6\u6784\uff08\u7eaf LLM\uff09<\/strong><\/p>\n\n\n\n<ul>\n<li>\u7528\u6237\u8f93\u5165\uff1a\u5199\u4e00\u7bc7\u5173\u4e8e \u201cAI \u4f26\u7406\u201d \u7684\u6587\u7ae0\uff1b<\/li>\n\n\n\n<li>\u4e3b Agent\uff08GPT\u20115.1\uff09\uff1a\u63a5\u6536\u4efb\u52a1\uff0c\u5f00\u59cb\u601d\u8003\uff0c\u8c03\u7528\u641c\u7d22\u5f15\u64ce\u5de5\u5177\uff1b<\/li>\n\n\n\n<li>\u4e3b Agent\uff08GPT\u20115.1\uff09\uff1a\u62ff\u5230\u641c\u7d22\u7ed3\u679c\uff0c\u5f00\u59cb\u5199\u6587\u7ae0\u521d\u7a3f\uff1b<\/li>\n\n\n\n<li>\u4e3b Agent\uff08GPT\u20115.1\uff09\uff1a\u5199\u5b8c\u521d\u7a3f\uff0c\u518d\u8c03\u7528\u81ea\u5df1\uff0c\u8fdb\u884c\u4e00\u6b21\u81ea\u6211\u5ba1\u6838\uff1b<\/li>\n\n\n\n<li>\u4e3b Agent\uff08GPT\u20115.1\uff09\uff1a\u5ba1\u6821\u5b8c\u6210\uff0c\u8f93\u51fa\u7ec8\u7a3f\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e2a\u67b6\u6784\u7684\u95ee\u9898\uff1a\u6bcf\u4e00\u6b65\u90fd\u4f9d\u8d56\u6602\u8d35\u4e14\u7f13\u6162\u7684 GPT\u20115.1\uff0c\u7279\u522b\u662f\u7b2c 4 \u6b65\u7684 \u201c\u81ea\u6211\u5ba1\u6821\u201d\uff0c\u6548\u679c\u5f80\u5f80\u4e0d\u4f73\u3002<\/p>\n\n\n\n<p><strong>\u5f15\u5165 Jev \u540e\u7684\u65b0\u67b6\u6784<\/strong><\/p>\n\n\n\n<ul>\n<li>\u7528\u6237\u8f93\u5165\uff1a\u5199\u4e00\u7bc7\u5173\u4e8e \u201cAI \u4f26\u7406\u201d \u7684\u6587\u7ae0\uff1b<\/li>\n\n\n\n<li>Jev\uff08\u8def\u7531\u5224\u65ad\uff09\uff1a\u63a5\u6536\u4efb\u52a1\uff0c\u5feb\u901f\u5224\u65ad \u2192<\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\n{\"topic\": \"\u4e25\u8083\u5b66\u672f\",\n\"requires_fact_check\": true}\n<\/pre>\n\n\n\n<ul>\n<li>\u4e3b Agent\uff08GPT\u20115.1\uff09\uff1a\u6839\u636e Jev \u7684\u5224\u65ad\uff0c\u63a5\u6536\u5230\u4efb\u52a1\uff0c\u5e76\u88ab\u544a\u77e5\u8fd9\u662f\u4e00\u4e2a\u9700\u8981\u8fdb\u884c\u4e8b\u5b9e\u6838\u67e5\u7684\u4e25\u8083\u8bdd\u9898\u3002\u5b83\u4e13\u6ce8\u5730\u8fdb\u884c\u641c\u7d22\u548c\u5199\u4f5c\uff1b<\/li>\n\n\n\n<li>Jev\uff08\u8d28\u91cf\u521d\u7b5b\uff09\uff1a\u4e3b Agent \u5199\u5b8c\u521d\u7a3f\u540e\uff0c\u5c06\u521d\u7a3f\u5582\u7ed9 Jev\uff0cJev \u5feb\u901f\u8fdb\u884c\u4e00\u6b21\u8d28\u68c0\u6253\u5206 \u2192<\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">{\"clarity_score\": 0.8,\n\"has_sensitive_content\": false,\n\"plagiarism_risk\": 0.1}<\/pre>\n\n\n\n<ul start=\"5\">\n<li>\u51b3\u7b56\u8282\u70b9\uff1a\u5982\u679c Jev \u7684\u6253\u5206\u90fd\u901a\u8fc7\u4e86\u9608\u503c\uff0c\u4efb\u52a1\u7ed3\u675f\u3002\u5982\u679c\u67d0\u9879\u5206\u4f4e\uff08\u6bd4\u5982 clarity_score &lt;0.7\uff09\uff0c\u5219\u89e6\u53d1\u4e00\u4e2a\u66f4\u4e13\u4e1a\u7684 \u201c\u7f16\u8f91 Agent\u201d\uff08\u53ef\u4ee5\u7528 Claude Sonnet\uff09\u6765\u8fdb\u884c\u6da6\u8272\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u65b0\u67b6\u6784\u7684\u4f18\u52bf\uff1a<\/strong><\/p>\n\n\n\n<ul>\n<li><strong>\u5206\u5de5\u660e\u786e\uff1a<\/strong>\n<ul>\n<li>\u590d\u6742\u63a8\u7406\u548c\u521b\u4f5c\uff0c\u4ea4\u7ed9\u6602\u8d35\u7684\u7cfb\u7edf\u4e8c LLM\uff1b<\/li>\n\n\n\n<li>\u9ad8\u9891\u7684\u3001\u7ed3\u6784\u5316\u7684\u5224\u65ad\uff08\u8def\u7531\u3001\u8d28\u68c0\uff09\uff0c\u4ea4\u7ed9\u4fbf\u5b9c\u3001\u5feb\u901f\u7684\u7cfb\u7edf\u4e00 Jev\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6210\u672c\u548c\u6548\u7387\u5927\u5e45\u4f18\u5316<\/strong>\uff1a\u5927\u91cf\u7684 LLM \u8c03\u7528\uff0c\u88ab Jev \u7684\u5ec9\u4ef7\u8c03\u7528\u6240\u53d6\u4ee3\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u9760\u6027\u63d0\u5347<\/strong>\uff1a\u5f15\u5165\u4e86\u72ec\u7acb\u7684\u3001\u57fa\u4e8e\u6982\u7387\u7684\u8d28\u68c0\u73af\u8282\uff0c\u800c\u4e0d\u662f\u8ba9 Agent \u81ea\u5df1\u68c0\u67e5\u81ea\u5df1\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6211\u8bb0\u5f97\u4e00\u4f4d AI \u9886\u57df\u7684\u5927\u4f6c\u66fe\u8bf4\uff1a\u201c\u8ba9\u6a21\u578b\u751f\u6210\u81ea\u7136\u8bed\u8a00\uff0c\u7136\u540e\u8f6f\u4ef6\u518d\u53bb\u89e3\u6790\u8fd9\u6bb5\u6587\u5b57\u6765\u63d0\u53d6\u7ed3\u679c\uff0c\u8fd9\u79cd\u4ea4\u4e92\u65b9\u5f0f\uff0c\u672c\u8d28\u4e0a\u53ef\u80fd\u5c31\u662f\u4e00\u79cd\u9519\u8bef\u3002\u201d<\/p>\n\n\n\n<p>Jev\uff0c\u53ef\u80fd\u6b63\u662f\u5bf9\u8fd9\u79cd\u9519\u8bef\u7684\u4fee\u6b63\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u79cd\u6a21\u578b\u4e0e\u8f6f\u4ef6\u4e4b\u95f4\uff0c\u66f4\u76f4\u63a5\u3001\u66f4\u9ad8\u6548\u3001\u66f4\u53ef\u9760\u7684\u6c9f\u901a\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u56db\u3001Jev \u4e0d\u4f1a\u53d6\u4ee3 LLM\uff0c\u4f46\u5b83\u4f1a\u6210\u4e3a Agent \u7684\u795e\u7ecf\u7cfb\u7edf \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u6700\u540e\uff0c\u6211\u4eec\u6765\u505a\u4e2a\u603b\u7ed3\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>Jev \u662f\u4ec0\u4e48\uff1f<\/strong> \u4e00\u4e2a\u6781\u5feb\u3001\u6781\u4fbf\u5b9c\u7684 \u201c\u7cfb\u7edf\u4e00\u201d \u7684 AI \u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u5b83\u548c LLM \/ \u5206\u7c7b\u5668\u7684\u533a\u522b\uff1f<\/strong> \u5b83\u517c\u5177\u4e86 LLM \u7684\u901a\u7528\u6027\u548c\u5206\u7c7b\u5668\u7684\u9ad8\u6548\u6027\uff0c\u5e76\u4e13\u4e3a\u53ef\u6821\u51c6\u51b3\u7b56\u800c\u4f18\u5316\u3002<\/li>\n\n\n\n<li><strong>\u6211\u4eec\u8be5\u600e\u4e48\u7528\u5b83\uff1f<\/strong> \u4e0d\u8981\u518d\u62ff\u6602\u8d35\u7684\u901a\u7528\u5927\u6a21\u578b\uff0c\u53bb\u505a\u90a3\u4e9b\u9ad8\u9891\u3001\u7b80\u5355\u7684\u5206\u7c7b\u548c\u8def\u7531\u4efb\u52a1\u4e86\u3002\u5728\u4f60\u7684 Agent 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[48],"tags":[],"_links":{"self":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/21681"}],"collection":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21681"}],"version-history":[{"count":1,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/21681\/revisions"}],"predecessor-version":[{"id":21682,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/21681\/revisions\/21682"}],"wp:attachment":[{"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21681"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21681"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21681"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}