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\"\u673a\u5668\u4eba\u7684GPT-3\u65f6\u523b\u771f\u00b7\u6765\u4e86\uff01\u5361\u5361\u897f\u4e0a\u8eab\uff0c\u770b3\u79d2\u5c31\u5b66\u4f1a\u65b0\u52a8\u4f5c\"\/<\/div><\/figure>\n
\"\u673a\u5668\u4eba\u7684GPT-3\u65f6\u523b\u771f\u00b7\u6765\u4e86\uff01\u5361\u5361\u897f\u4e0a\u8eab\uff0c\u770b3\u79d2\u5c31\u5b66\u4f1a\u65b0\u52a8\u4f5c\"\/<\/div><\/figure>\n
\"\u673a\u5668\u4eba\u7684GPT-3\u65f6\u523b\u771f\u00b7\u6765\u4e86\uff01\u5361\u5361\u897f\u4e0a\u8eab\uff0c\u770b3\u79d2\u5c31\u5b66\u4f1a\u65b0\u52a8\u4f5c\"\/<\/div><\/figure>\n
\"\u673a\u5668\u4eba\u7684GPT-3\u65f6\u523b\u771f\u00b7\u6765\u4e86\uff01\u5361\u5361\u897f\u4e0a\u8eab\uff0c\u770b3\u79d2\u5c31\u5b66\u4f1a\u65b0\u52a8\u4f5c\"\/<\/div><\/figure>\n

\u6551\u554a\u6211\u8bf4\u2026\u2026\u673a\u5668\u4eba\u754c\u7684GPT-3\u65f6\u523b\uff0c\u597d\u50cf\u771f\u6765\u4e86\uff01\uff1f<\/p>\n

GPT-3\u5f53\u5e74\u770b\u51e0\u4e2a\u4f8b\u5b50\u5c31\u80fd\u5b66\u4f1a\u4e00\u9879\u65b0\u4efb\u52a1\u7684\u672c\u4e8b\uff0c\u73b0\u5728\u76f4\u63a5\u5728\u673a\u5668\u4eba\u8eab\u4e0a\u4e0a\u6f14\u4e86\u2014\u2014<\/p>\n

\u54ea\u6015\u662f\u4ece\u6ca1\u5b66\u8fc7\u7684\u65b0\u6d3b\uff0c\u53ea\u8981\u7ed9\u673a\u5668\u4eba\u770b\u4e00\u6bb53-12\u79d2\u7684\u52a8\u4f5c\u793a\u8303\uff0c\u4eba\u5bb6\u4e0b\u4e00\u79d2\u76f4\u63a5\u5927\u5e72\u7279\u5e72\uff01\uff01\uff01<\/p>\n

\u751a\u81f3\u5b83\u8fd8\u4f1a\u4e3e\u4e00\u53cd\u4e09\u3002<\/p>\n

\u4f60\u5148\u6559\u673a\u5668\u4eba\u62ff\u5237\u5b50\u626b\u4e1c\u897f\uff0c\u8f6c\u5934\u628a\u5237\u5b50\u6362\u6210\u4e00\u6839\u9999\u8549\uff0c\u5b83\u5c45\u7136\u987a\u624b\u62ff\u9999\u8549\u7ee7\u7eed\u626b\u2014\u2014<\/p>\n

\u8fd8\u5acc\u4e0d\u591f\uff1f\u90a3\u54b1\u518d\u7ed9\u5b83\u585e\u4e2a\u7c38\u7b95\uff5e<\/p>\n

\u77a7\u561b\uff0c\u8fd9\u56de\u8fde\u5b8c\u6574\u52a8\u4f5c\u90fd\u6ca1\u6559\uff0c\u4eba\u5bb6\u81ea\u5df1\u7422\u78e8\u51fa\u4e86\u4e00\u53ea\u624b\u626b\u3001\u4e00\u53ea\u624b\u63a5\u7684\u53cc\u624b\u914d\u5408\uff0c\u795e\u4e86\uff1a<\/p>\n

\u8fd9\uff0c\u5c31\u662fGeneralist AI\u521a\u521a\u53d1\u5e03\u7684\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u2014\u2014GEN-1.5\u3002<\/p>\n

\u4e00\u4e2a\u4e3b\u6253One-shot Learning\u7684\u673a\u5668\u4eba\u6a21\u578b\uff0c\u901a\u8fc7\u5927\u89c4\u6a21\u7269\u7406\u6570\u636e\u9884\u8bad\u7ec3\uff0c\u80fd\u8ba9\u673a\u5668\u4eba\u53ea\u770b\u51e0\u79d2\u793a\u8303\uff0c\u5c31\u5feb\u901f\u5b66\u4f1a\u65b0\u4efb\u52a1\u3002<\/p>\n

\u6b64\u5916\uff0c\u8fd9\u6a21\u578b\u8fd8\u80fd\u628a\u4e24\u6bb5\u4e0d\u540c\u7684\u6559\u5b66\u6f14\u793a\u62fc\u8d77\u6765\u5b66\uff0c\u6a21\u62df\u5668\u91cc\u770b\u4e00\u904d\uff0c\u8f6c\u5934\u5230\u4e86\u771f\u5b9e\u4e16\u754c\uff0c\u4e5f\u80fd\u76f4\u63a5\u4e0a\u624b\u3002<\/p>\n

\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u751a\u81f3\u53ef\u4ee5\u505a\u52300\u68af\u5ea6\u66f4\u65b0\u30010\u5fae\u8c03\u3002<\/p>\n

\u751a\u81f3\u5427\uff0c\u8fd9\u4e9b\u80fd\u529b\u6839\u672c\u6ca1\u4eba\u624b\u628a\u624b\u6559\u8fc7\uff0c\u800c\u662f\u5728\u5927\u89c4\u6a21Physical Data\u9884\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6a21\u578b\u81ea\u5df1\u300c\u609f\u300d\u51fa\u6765\u7684\u3002\u3002\u3002<\/p>\n

\u8fd9\u4e0b\u597d\u4e86\uff0c\u6a21\u578b\u521a\u4e00\u53d1\uff0c\u7f51\u53cb\u76f4\u63a5\u68a6\u56de\u516d\u5e74\u524d\uff1a<\/p>\n

\u673a\u5668\u4eba\u5c4a\u7684GPT-3\u65f6\u523b\uff0c\u53ef\u80fd\u771f\u7684\u6765\u4e86\u3002<\/p>\n

\u4e0d\u77e5\u9053\u5927\u5bb6\u8fd8\u8bb0\u4e0d\u8bb0\u5f97\u3002<\/p>\n

GPT-3\u5f53\u5e74\u771f\u6b63\u628a\u4eba\u300a\u770b\u6123\u300b\u7684\u80fd\u529b\u4e4b\u4e00\uff0c\u5c31\u662fIn-Context Learning\u3002<\/p>\n

\u7ed9\u6a21\u578b\u4e00\u4e2a\u6216\u8005\u51e0\u4e2a\u4f8b\u5b50\uff0c\u5b83\u4e0d\u7528\u91cd\u65b0\u8bad\u7ec3\uff0c\u5149\u770b\u4e0a\u4e0b\u6587\uff0c\u5c31\u80fd\u4e34\u65f6get\u5230\u4e00\u4e2a\u65b0\u4efb\u52a1\u8981\u600e\u4e48\u505a\u3002<\/p>\n

\u800cGeneralist\u8fd9\u6b21\u505a\u7684\u4e8b\u60c5\uff0c\u5219\u662f\u76f4\u63a5\u628a\u8fd9\u5957\u73a9\u6cd5\u4e00\u811a\u8e39\u8fdb\u4e86\u300c\u7269\u7406\u4e16\u754c\u300d\u2014\u2014<\/p>\n

GEN-1.5\u662f\u56e2\u961f\u8fde\u7eed\u9884\u8bad\u7ec38\u4e2a\u591a\u6708\u641e\u51fa\u6765\u7684\u65b0\u4e00\u4ee3\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u3002<\/p>\n

\u5e95\u5b50\u8fd8\u662f\u90a3\u5957\u5e95\u5b50\uff0c\u7ee7\u7eed\u731b\u5403\u771f\u5b9e\u4e16\u754c\u91cc\u7684\u7269\u7406\u4ea4\u4e92\u6570\u636e\uff0c\u4f46\u8fd9\u56de\u4e00\u4e2a\u5f88\u5173\u952e\u7684\u65b0\u672c\u4e8b\u5192\u51fa\u6765\u4e86\uff1a<\/p>\n

\u521a\u521a\u53d1\u751f\u8fc7\u7684\u52a8\u4f5c\uff0c\u4e5f\u53ef\u4ee5\u8fdb\u5165Context\uff01\uff01\uff01<\/p>\n

\u5c31\u62ff\u4e0b\u9762\u8fd9\u4e2a\u300a\u676f\u76d6\u5806\u5806\u4e50\u300b\u6765\u8bf4\u3002<\/p>\n

\u4eba\u7c7b\u5148\u6f14\u793a3-12\u79d2\uff0c\u6574\u4e2a\u8fc7\u7a0b\u4e2d\u6ca1\u6709\u68af\u5ea6\u66f4\u65b0\uff0c\u4e5f\u6ca1\u6709\u4efb\u4f55\u5fae\u8c03\uff0cGEN-1.5\u770b\u5b8c\u8fd9\u6bb5Physical Prompt\uff0c\u8f6c\u5934\u81ea\u5df1\u5c31\u80fd\u4e0a\u624b\u3002<\/p>\n

\u4e3b\u6253\u4e00\u4e2a\u4f60\u524d\u811a\u521a\u6f14\u793a\u5b8c\uff0c\u540e\u811a\u5c0f\u673a\u5668\u4eba\uff1a\u5f97\u561e\uff0c\u60a8\u77a7\u597d\u4e86\u54c8\uff5e<\/p>\n

\u751a\u81f3\u6211\u6d45\u6d45\u7c97\u7565\u7b97\u4e86\u4e00\u4e0b\uff0c\u4ece\u5b66\u4e60\u6280\u80fd\u5230\u5b8c\u6210\u4efb\u52a1\uff0c\u5927\u6982\u4e5f\u5c31\u82b1\u8d39\u300c\u534a\u5206\u949f\u300d\u7684\u65f6\u95f4\uff1f\uff1f\uff1f<\/p>\n

\u800c\u4e14\u5427\uff0cGEN-1.5\u6700\u795e\u7684\u4e00\u70b9\u8fd8\u5728\u4e8e\uff0c\u5728GEN-1.5\u7684\u4e16\u754c\u89c2\u91cc\uff0c\u4e0d\u540c\u6f14\u793a\u6559\u5b66\u751a\u81f3\u8fd8\u80fd\u300c\u62fc\u8d77\u6765\u7528\u300d\u3002\u3002\u3002<\/p>\n

\u6bd4\u5982\u5148\u7ed9\u5b83\u770b\u4e00\u6bb5A\u52a8\u4f5c\uff0c\u518d\u770b\u4e00\u6bb5B\u52a8\u4f5c\uff0c\u6a21\u578b\u53ef\u4ee5\u81ea\u5df1\u628a\u4e24\u9879\u6280\u80fd\u4e32\u6210\u4e00\u4e2a\u8fde\u7eed\u4efb\u52a1\u3002<\/p>\n

\u4e2d\u95f4\u90a3\u4e9b\u6ca1\u4eba\u6f14\u793a\u8fc7\u7684\u8854\u63a5\u52a8\u4f5c\uff0c\u5b83\u4e5f\u5f97\u81ea\u5df1\u641e\u5b9a\u3002<\/p>\n

\u91cd\u65b0\u5b9a\u4f4d\u3001\u8c03\u6574\u6293\u6cd5\u3001\u5207\u6362\u59ff\u52bf\uff0c\u751a\u81f3\u4e2d\u9014\u51fa\u4e86\u9519\u4e4b\u540e\u600e\u4e48\u7ee7\u7eed\u5f80\u4e0b\u505a\uff0c\u90fd\u53ef\u80fd\u7531\u6a21\u578b\u81ea\u5df1\u8865\u51fa\u6765\uff1a<\/p>\n

\u751a\u81f3\uff0c\u7ed9\u5b83\u5f53\u300c\u8001\u5e08\u300d\u7684\u53ef\u80fd\u90fd\u4e0d\u4e00\u5b9a\u662f\u771f\u4eba\u3002<\/p>\n

\u56e0\u4e3a\u865a\u62df\u4e16\u754c\u91cc\u7684Demo\uff0c\u8fd9\u6a21\u578b\u4e5f\u7167\u5403\u4e0d\u8bef\u3002\u3002\u3002\uff08\u5b69\u5b50\u662f\u771f\u4e0d\u6311.jpg\uff09<\/p>\n

\u811a\u672c\u7b56\u7565\u8dd1\u51fa\u6765\u7684\u52a8\u4f5c\u3001\u5f3a\u5316\u5b66\u4e60Agent\u505a\u51fa\u7684\u6f14\u793a\u3001\u4eba\u7c7b\u5728\u6a21\u62df\u5668\u91cc\u9065\u63a7\u673a\u5668\u4eba\u5b8c\u6210\u7684\u64cd\u4f5c\uff0c\u90fd\u80fd\u88ab\u585e\u8fdb\u5b83\u7684\u4e0a\u4e0b\u6587\u91cc\uff0c\u5f53\u6210Physical Prompt\u3002<\/p>\n

\u4e0b\u9762\u8fd9\u4e2a\u4f8b\u5b50\u5c31\u5f88\u76f4\u89c2\uff0cGEN-1.5\u5148\u770b\u5de6\u8fb9\u6a21\u62df\u5668\u91cc\u7684\u865a\u62df\u6f14\u793a\uff0c\u968f\u540e\u76f4\u63a5\u53bb\u53f3\u8fb9\u771f\u5b9e\u4e16\u754c1:1\u590d\u73b0\u3002<\/p>\n

\u66f4\u5173\u952e\u7684\u662f\uff0c\u8fd9\u9879\u4efb\u52a1\u5b83\u6b64\u524d\u65e2\u6ca1\u6709\u5728\u6a21\u62df\u5668\u91cc\u4e13\u95e8\u8bad\u7ec3\u8fc7\uff0c\u4e5f\u6ca1\u6709\u5728\u771f\u5b9e\u4e16\u754c\u91cc\u7ec3\u8fc7\u3002<\/p>\n

\u8fd9\u6ce2\u5c5e\u5b9e\u662f\u2014\u2014\u4e91\u5b66\u827a\uff0c\u7ebf\u4e0b\u76f4\u63a5\u4e0a\u5c97\u4e86\u3002<\/p>\n

\u600e\u4e48\u6837\uff0c\u5f88\u6709\u4f53\u611f\u4e86\u662f\u4e0d\u662f\u3002<\/p>\n

\u4e0d\u77e5\u9053\u5927\u5bb6\u6709\u6ca1\u6709\u4e00\u6837\u7684\u611f\u89c9\uff0c\u5c31GEN-1.5\u8fd9\u4e1c\u897f\uff0c\u771f\u7684\u5f88\u50cf\u73b0\u5728\u6211\u4eec\u7528\u5927\u6a21\u578b\u7684\u65b9\u5f0f\u3002<\/p>\n

\u4eca\u5929\u6211\u4eec\u60f3\u8ba9Claude\u5b66\u4e00\u79cd\u65b0\u7684\u6587\u7ae0\u683c\u5f0f\uff0c\u901a\u5e38\u4e0d\u4f1a\u91cd\u65b0\u8bad\u7ec3\u4e00\u4e2aClaude\uff0c\u800c\u662f\u76f4\u63a5\u628a\u4f8b\u5b50\u6254\u8fdbContext\uff0c\u8ba9\u6a21\u578b\u81ea\u5df1\u609f\u3002<\/p>\n

\u53ea\u4e0d\u8fc7\u5230\u4e86GEN-1.5\u8fd9\u91cc\uff0c\u5b8c\u6210\u4efb\u52a1\u7684\u903b\u8f91\u4ece\u6587\u5b57\u63a5\u9f99\uff0c\u4e00\u8def\u5377\u5230\u4e86\u673a\u68b0\u81c2\u3002\uff08doge\uff09<\/p>\n

Generalist\u628a\u8fd9\u79cd\u80fd\u529b\u751f\u52a8\u5f62\u5bb9\u4e3a\u300c\u7269\u7406\u7248Prompt Engineering\u300d\u2014\u2014<\/p>\n

\u4e5f\u5c31\u662fPrompt\u4ece\u4e00\u53e5\u8bdd\uff0c\u53d8\u6210\u4e86\u4e00\u6bb5\u771f\u5b9e\u4e16\u754c\u91cc\u7684\u52a8\u4f5c\u3002<\/p>\n

\u4f60\u5148\u7ed9\u5b83\u6f14\u793a\u600e\u4e48\u62c9\u62c9\u94fe\u3001\u600e\u4e48\u53e0\u676f\u76d6\u3001\u600e\u4e48\u4ece\u94b1\u5305\u91cc\u62ff\u4e1c\u897f\uff0c\u8fd9\u4e9b\u52a8\u4f5c\u4f1a\u76f4\u63a5\u8fdb\u5165\u673a\u5668\u4eba\u7684Context\uff0c\u6210\u4e3a\u5b83\u7406\u89e3\u5f53\u524d\u4efb\u52a1\u7684\u300c\u63d0\u793a\u300d\uff5e<\/p>\n

\u5f53\u7136\uff0c\u51e0\u79d2\u5b66\u4f1a\u8fd9\u4ef6\u4e8b\uff0c\u76ee\u524d\u8fd8\u8fdc\u8c08\u4e0d\u4e0a\u300c\u767e\u53d1\u767e\u4e2d\u300d\u3002<\/p>\n

Generalist\u572810\u79cd\u4efb\u52a1\u4e0a\u505a\u4e86\u6d4b\u8bd5\u2014\u2014<\/p>\n

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[1]https:\/\/generalistai.com\/blog\/gen-1.5#one-shot-in-context<\/p>\n

[2]https:\/\/x.com\/GeneralistAI\/status\/2090161945307664621<\/p>\n

[3]https:\/\/x.com\/_joe_harris_\/status\/2090332664746352872<\/p>\n

\n

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