\u4eba\u5de5\u667a\u80fd\u7684\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u4e0d\u4ec5\u91cd\u5851\u4e86\u6280\u672f\u4e0e\u5546\u4e1a\u683c\u5c40\uff0c\u4e5f\u50ac\u751f\u4e86\u5927\u91cf\u6666\u6da9\u96be\u61c2\u7684\u65b0\u672f\u8bed\u548c\u884c\u8bdd\u3002\u4ece\u201c\u5e7b\u89c9\u201d\u5230\u201c\u4ee3\u7406\u5de5\u4f5c\u6d41\u201d\uff0c\u4ece\u201c\u5bf9\u9f50\u201d\u5230\u201c\u6d8c\u73b0\u884c\u4e3a\u201d\u2014\u2014\u5982\u679c\u4f60\u5bf9\u8fd9\u4e9b\u8bcd\u6c47\u611f\u5230\u56f0\u60d1\uff0c\u4f60\u5e76\u4e0d\u5b64\u72ec\u3002TechCrunch AI \u6700\u65b0\u53d1\u5e03\u4e86\u4e00\u4efd\u88ab\u5176\u79f0\u4e3a\u201c\u4f60\u4eca\u5e74\u552f\u4e00\u9700\u8981\u7684AI\u8bcd\u6c47\u8868\u201d\uff0c\u7cfb\u7edf\u68b3\u7406\u4e86\u5f53\u524d\u6700\u6838\u5fc3\u7684AI\u540d\u8bcd\u3002\u8fd9\u4efd\u6307\u5357\u6c47\u805a\u4e86\u4e1a\u754c\u5171\u8bc6\uff0c\u65e2\u80fd\u5e2e\u52a9\u65b0\u624b\u5feb\u901f\u5165\u95e8\uff0c\u4e5f\u80fd\u8ba9\u8001\u624b\u6821\u51c6\u7406\u89e3\uff0c\u662f\u5f53\u4e0bAI\u9886\u57df\u4e0d\u53ef\u591a\u5f97\u7684\u8ba4\u77e5\u201c\u6297\u566a\u201d\u5de5\u5177\u3002<\/p>\n
## \u8fd9\u4efd\u8bcd\u6c47\u8868\u4e3a\u4f55\u5982\u6b64\u91cd\u8981\uff1f<\/p>\n
\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u751f\u6210\u5f0fAI\u5de5\u5177\u666e\u53ca\uff0c\u8de8\u884c\u4e1a\u4ea4\u6d41\u4e2d\u9891\u7e41\u51fa\u73b0\u5b9a\u4e49\u4e0d\u6e05\u3001\u4e00\u8bcd\u591a\u4e49\u7684\u73b0\u8c61\u3002\u4f8b\u5982\u201c\u6a21\u578b\u201d\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u53ef\u80fd\u6307\u4ee3\u4e0d\u540c\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u201c\u63d0\u793a\u5de5\u7a0b\u201d\u751a\u81f3\u5df2\u6f14\u53d8\u4e3a\u4e00\u79cd\u804c\u4e1a\u3002TechCrunch AI \u7684\u7f16\u8f91\u4e0e\u591a\u4f4d\u7814\u7a76\u5458\u3001\u5f00\u53d1\u8005\u5408\u4f5c\uff0c\u7b5b\u9009\u51fa\u8d85\u8fc750\u4e2a\u9ad8\u9891\u6838\u5fc3\u672f\u8bed\uff0c\u5e76\u4ece\u6280\u672f\u539f\u7406\u3001\u5e94\u7528\u573a\u666f\u548c\u5546\u4e1a\u5f71\u54cd\u4e09\u4e2a\u7ef4\u5ea6\u7ed9\u51fa\u5b9a\u4e49\u3002\u8be5\u8bcd\u6c47\u8868\u7684\u53d1\u5e03\uff0c\u6807\u5fd7\u7740AI\u884c\u4e1a\u5f00\u59cb\u4ece\u201c\u9020\u8bcd\u72c2\u6b22\u201d\u8d70\u5411\u201c\u672f\u8bed\u6807\u51c6\u5316\u201d\u7684\u6210\u719f\u9636\u6bb5\u3002<\/p>\n
## \u8bcd\u6c47\u8868\u7684\u6838\u5fc3\u4eae\u70b9\u89e3\u6790<\/p>\n
### 1. \u4ece\u5e95\u5c42\u6982\u5ff5\u5230\u524d\u6cbf\u8d8b\u52bf\uff0c\u8986\u76d6\u5b8c\u6574\u77e5\u8bc6\u94fe<\/p>\n
\u8bcd\u6c47\u8868\u4e0d\u4ec5\u5305\u62ec\u201cTransformer\u201d\u201c\u795e\u7ecf\u7f51\u7edc\u201d\u7b49\u57fa\u7840\u6982\u5ff5\uff0c\u66f4\u5c06\u201cAgent\u201d\u201cRAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u201d\u201c\u5fae\u8c03\u201d\u7b49\u5de5\u7a0b\u5b9e\u8df5\u672f\u8bed\u7eb3\u5165\u5176\u4e2d\u3002\u4f8b\u5982\u5bf9\u201c\u5e7b\u89c9\u201d\uff08Hallucination\uff09\u7684\u89e3\u91ca\uff0c\u4e0d\u518d\u5c40\u9650\u4e8e\u201c\u6a21\u578b\u7f16\u9020\u4e8b\u5b9e\u201d\uff0c\u800c\u662f\u8fdb\u4e00\u6b65\u6307\u51fa\u5176\u4e0e\u6982\u7387\u751f\u6210\u673a\u5236\u3001\u8bad\u7ec3\u6570\u636e\u504f\u5dee\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb\u3002\u8fd9\u79cd\u6df1\u5ea6\u89e3\u8bfb\u8ba9\u8bfb\u8005\u77e5\u5176\u7136\u66f4\u77e5\u5176\u6240\u4ee5\u7136\u3002<\/p>\n
### 2. \u6f84\u6e05\u6613\u6df7\u6dc6\u672f\u8bed\uff0c\u6d88\u9664\u8ba4\u77e5\u8bef\u533a<\/p>\n
\u8bb8\u591a\u672f\u8bed\u7ecf\u5e38\u88ab\u6df7\u7528\uff0c\u4f8b\u5982\u201cAI\u201d\u4e0e\u201cAGI\u201d\uff08\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff09\u3001\u201c\u673a\u5668\u5b66\u4e60\u201d\u4e0e\u201c\u6df1\u5ea6\u5b66\u4e60\u201d\u3002\u8bcd\u6c47\u8868\u4e13\u95e8\u8bbe\u7f6e\u4e86\u5bf9\u6bd4\u6761\u76ee\uff1aAGI\u88ab\u5b9a\u4e49\u4e3a\u201c\u80fd\u591f\u6267\u884c\u4efb\u4f55\u4eba\u7c7b\u667a\u529b\u4efb\u52a1\u7684AI\u201d\uff0c\u5f53\u524d\u6240\u6709\u7cfb\u7edf\u5747\u672a\u8fbe\u5230\uff1b\u800c\u201c\u6df1\u5ea6\u5b66\u4e60\u201d\u53ea\u662f\u673a\u5668\u5b66\u4e60\u7684\u4e00\u4e2a\u5b50\u96c6\uff0c\u5229\u7528\u591a\u5c42\u795e\u7ecf\u7f51\u7edc\u5904\u7406\u590d\u6742\u6a21\u5f0f\u3002\u8fd9\u79cd\u7cbe\u786e\u754c\u5b9a\u6709\u52a9\u4e8e\u907f\u514d\u884c\u4e1a\u8ba8\u8bba\u4e2d\u7684\u201c\u9e21\u540c\u9e2d\u8bb2\u201d\u3002<\/p>\n
### 3. \u5173\u6ce8\u4f26\u7406\u4e0e\u98ce\u9669\u8bcd\u6c47\uff0c\u547c\u5e94\u76d1\u7ba1\u8d8b\u52bf<\/p>\n
\u201c\u5bf9\u9f50\u201d\uff08Alignment\uff09\u3001\u201c\u504f\u89c1\u201d\uff08Bias\uff09\u3001\u201c\u53ef\u89e3\u91ca\u6027\u201d\uff08Explainability\uff09\u7b49\u8bcd\u8bed\u88ab\u5355\u5217\u51fa\u6765\uff0c\u4f53\u73b0\u4e86\u884c\u4e1a\u5bf9\u8d1f\u8d23\u4efbAI\u7684\u91cd\u89c6\u3002\u8bcd\u6c47\u8868\u6307\u51fa\uff0c\u5bf9\u9f50\u4e0d\u4ec5\u662f\u6280\u672f\u95ee\u9898\u2014\u2014\u8ba9\u6a21\u578b\u7406\u89e3\u4eba\u7c7b\u610f\u56fe\uff0c\u66f4\u9700\u8981\u8de8\u5b66\u79d1\u534f\u4f5c\uff0c\u9632\u6b62\u6a21\u578b\u4ea7\u751f\u201c\u5de5\u5177\u6027\u8d8b\u540c\u201d\u7b49\u5371\u9669\u884c\u4e3a\u3002\u8fd9\u4e9b\u5b9a\u4e49\u76f4\u63a5\u5173\u8054GDPR\u3001AI\u6cd5\u6848\u7b49\u76d1\u7ba1\u6846\u67b6\uff0c\u662f\u5408\u89c4\u4ece\u4e1a\u8005\u7684\u5fc5\u5907\u53c2\u8003\u3002<\/p>\n
### 4. \u5305\u542b\u65b0\u5174\u9886\u57df\u8bcd\u6c47\uff0c\u6355\u6349\u6280\u672f\u62d0\u70b9<\/p>\n
\u201c\u601d\u7ef4\u94fe\u201d\uff08Chain-of-Thought\uff09\u3001\u201c\u591a\u6a21\u6001\u201d\uff08Multimodal\uff09\u3001\u201c\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u201d\u7b49\u524d\u6cbf\u6982\u5ff5\u4e5f\u88ab\u6536\u5f55\u3002\u5176\u4e2d\u201c\u63d0\u793a\u6ce8\u5165\u653b\u51fb\u201d\uff08Prompt Injection\uff09\u4f5c\u4e3a\u5b89\u5168\u70ed\u95e8\u8bcd\uff0c\u88ab\u5b9a\u4e49\u4e3a\u201c\u901a\u8fc7\u6076\u610f\u63d0\u793a\u64cd\u7eb5\u6a21\u578b\u8f93\u51fa\u201d\uff0c\u5e76\u63d0\u5230\u4e86\u76ee\u524d\u7f3a\u4e4f\u901a\u7528\u9632\u5fa1\u624b\u6bb5\u7684\u73b0\u72b6\u3002\u8fd9\u53cd\u6620\u51fa\u8bcd\u6c47\u8868\u4e0d\u4ec5\u56de\u987e\u8fc7\u53bb\uff0c\u66f4\u5728\u5c55\u671b\u672a\u6765\u98ce\u9669\u3002<\/p>\n
## \u5bf9\u884c\u4e1a\u4e0e\u4e2a\u4eba\u7684\u53cc\u91cd\u610f\u4e49<\/p>\n
\u8fd9\u4efd\u8bcd\u6c47\u8868\u7684\u8bde\u751f\uff0c\u6070\u597d\u8e29\u5728\u4e86AI\u884c\u4e1a\u4ece\u201c\u91ce\u86ee\u751f\u957f\u201d\u8f6c\u5411\u201c\u7406\u6027\u6cbb\u7406\u201d\u7684\u8282\u70b9\u4e0a\u3002\u5bf9\u4e8e\u4f01\u4e1a\u51b3\u7b56\u8005\u800c\u8a00\uff0c\u7edf\u4e00\u672f\u8bed\u80fd\u964d\u4f4e\u6c9f\u901a\u6210\u672c\u2014\u2014\u5f53CTO\u8bf4\u201c\u6211\u4eec\u6b63\u5728\u505a\u5bf9\u9f50\u201d\u65f6\uff0cCEO\u80fd\u7acb\u523b\u660e\u767d\u662f\u5728\u6295\u8d44\u5b89\u5168\u5b9e\u9a8c\u800c\u975e\u529f\u80fd\u5f00\u53d1\u3002\u5bf9\u4e8e\u5f00\u53d1\u8005\uff0c\u8bcd\u6c47\u8868\u63d0\u4f9b\u4e86\u5de5\u7a0b\u5b9e\u8df5\u7684\u5171\u540c\u8bed\u8a00\uff0c\u4f8b\u5982\u201cLoRA\u201d\uff08\u4f4e\u79e9\u9002\u5e94\uff09\u548c\u201c\u91cf\u5316\u201d\u6210\u4e3a\u8ba8\u8bba\u6a21\u578b\u538b\u7f29\u65f6\u7684\u6807\u51c6\u5316\u7528\u8bed\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u5e2e\u52a9\u666e\u901a\u7528\u6237\u8fa8\u522b\u8425\u9500\u8bdd\u672f\uff1a\u6bd4\u5982\u5f53\u4e00\u5bb6\u516c\u53f8\u5ba3\u79f0\u201c\u6211\u4eec\u7684\u6a21\u578b\u5df2\u5b9e\u73b0AGI\u201d\uff0c\u5bf9\u7167\u8bcd\u6c47\u8868\u5c31\u80fd\u5224\u65ad\u5176\u662f\u5426\u5938\u5927\u5176\u8bcd\u3002<\/p>\n
\u5728\u4fe1\u606f\u8fc7\u8f7d\u7684\u65f6\u4ee3\uff0c\u4e00\u4efd\u6743\u5a01\u3001\u7b80\u6d01\u7684\u672f\u8bed\u7d22\u5f15\u6bd4\u5806\u780c\u6df1\u5965\u7684\u6280\u672f\u624b\u518c\u66f4\u5177\u4f20\u64ad\u4ef7\u503c\u3002TechCrunch AI\u660e\u786e\u8868\u793a\uff0c\u8be5\u8bcd\u6c47\u8868\u5c06\u6bcf\u5b63\u5ea6\u66f4\u65b0\uff0c\u4ee5\u8ddf\u4e0aAI\u8bed\u8a00\u8fdb\u5316\u7684\u901f\u5ea6\u3002\u4e0e\u5176\u88ab\u6d77\u91cf\u65b0\u8bcd\u5f04\u5f97\u7126\u8651\uff0c\u4e0d\u5982\u5148\u638c\u63e1\u8fd9\u4efd\u201c\u516c\u7ea6\u6570\u201d\u3002\u5f53\u6bcf\u4e2a\u4eba\u90fd\u80fd\u6e05\u6670\u8bf4\u51fa\u201c\u4ec0\u4e48\u662f\u5e7b\u89c9\u201d\u201c\u4ec0\u4e48\u662fRAG\u201d\u65f6\uff0cAI\u9886\u57df\u7684\u5bf9\u8bdd\u624d\u80fd\u771f\u6b63\u8d70\u5411\u9ad8\u6548\u4e0e\u5766\u8bda\u3002<\/p>\n
—<\/p>\n
> **\u5ef6\u4f38\u9605\u8bfb**\uff1a\u9664\u4e86TechCrunch AI\u8bcd\u6c47\u8868\uff0cStanford HAI\u4e0eOpenAI\u4e5f\u5206\u522b\u53d1\u5e03\u4e86AI\u672f\u8bed\u6307\u5357\u3002\u5efa\u8bae\u7ed3\u5408\u5bf9\u6bd4\u9605\u8bfb\uff0c\u7279\u522b\u662f\u201cAGI\u201d\u548c\u201c\u5bf9\u9f50\u201d\u7684\u5b9a\u4e49\u5dee\u5f02\u2014\u2014\u4e0d\u540c\u7ec4\u7ec7\u5bf9\u8fd9\u4e9b\u5173\u952e\u6982\u5ff5\u7684\u754c\u5b9a\u76f4\u63a5\u5f71\u54cd\u6280\u672f\u8def\u7ebf\u5224\u65ad\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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