{"id":28555,"date":"2025-12-31T08:55:06","date_gmt":"2025-12-31T00:55:06","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=28555"},"modified":"2025-12-31T08:56:55","modified_gmt":"2025-12-31T00:56:55","slug":"2025-%e5%b9%b4-ai-%e7%bc%96%e7%a8%8b%e6%8a%a5%e5%91%8a%e5%87%ba%e7%82%89%ef%bc%9a%e5%bc%80%e5%8f%91%e8%80%85%e6%95%88%e7%8e%87%e6%9a%b4%e6%b6%a8-76%ef%bc%8c%e4%bd%86%e8%83%8c%e5%90%8e%e8%97%8f","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/12\/31\/28555\/","title":{"rendered":"2025 \u5e74 AI \u7f16\u7a0b\u62a5\u544a\u51fa\u7089\uff1a\u5f00\u53d1\u8005\u6548\u7387\u66b4\u6da8 76%\uff0c\u4f46\u80cc\u540e\u85cf\u7740\u4f60\u4e0d\u77e5\u9053\u7684\u771f\u76f8"},"content":{"rendered":"<div><img data-dominant-color=\"878991\" data-has-transparency=\"false\" style=\"--dominant-color: #878991;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28559\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/12\/738389022949eb28bae4058c9a18e8752d9b09-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/12\/738389022949eb28bae4058c9a18e8752d9b09-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/12\/738389022949eb28bae4058c9a18e8752d9b09-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div><\/div>\n<div class=\"article-desc\">DeepSeek-V3 \u662f\u4e2a 671B \u53c2\u6570\u7684\u6a21\u578b\uff0c\u4f46\u5b83\u6bcf\u6b21\u53ea\u6fc0\u6d3b 37B \u53c2\u6570\u3002\u8fd9\u4e2a\u8bbe\u8ba1\u601d\u8def\u53eb\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff0c\u6838\u5fc3\u60f3\u6cd5\u662f\u4e0d\u9700\u8981\u6240\u6709\u53c2\u6570\u90fd\u53c2\u4e0e\u8ba1\u7b97\uff0c\u53ea\u8c03\u7528\u76f8\u5173\u7684\u4e13\u5bb6\u5c31\u591f\u4e86\u3002<\/div>\n<div 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4100 \u4e07\u3002<\/p>\n<p>\u8fd9\u4e9b\u5de5\u5177\u90fd\u662f\u5e2e\u5f00\u53d1\u8005\u66f4\u65b9\u4fbf\u5730\u4f7f\u7528 AI \u6a21\u578b\u7684\u3002\u589e\u957f\u901f\u5ea6\u8fd9\u4e48\u5feb\uff0c\u8bf4\u660e AI \u5de5\u5177\u5df2\u7ecf\u4ece\u5c1d\u9c9c\u53d8\u6210\u4e86\u65e5\u5e38\u3002\u5f00\u53d1\u8005\u4e0d\u518d\u662f\u5076\u5c14\u7528\u7528\uff0c\u800c\u662f\u628a\u5b83\u4eec\u96c6\u6210\u5230\u4e86\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\u7a0b\u91cc\u3002<\/p>\n<h2>\u5927\u6a21\u578b\u7ade\u4e89\uff1a\u5dee\u8ddd\u5728\u7f29\u5c0f<\/h2>\n<p>\u62a5\u544a\u7684\u7b2c\u4e09\u90e8\u5206\u5bf9\u6bd4\u4e86\u5404\u5927\u6a21\u578b\u7684\u4f7f\u7528\u60c5\u51b5\u548c\u6027\u80fd\u8868\u73b0\u3002<\/p>\n<p>\u4ece SDK \u4e0b\u8f7d\u91cf\u770b\uff0cOpenAI \u4f9d\u7136\u9886\u5148\uff0c\u6708\u4e0b\u8f7d\u91cf 1.3 \u4ebf\u3002\u4f46 Anthropic \u7684\u589e\u957f\u901f\u5ea6\u66f4\u60ca\u4eba\uff0c\u4ece 2023 \u5e74 4 \u6708\u5230\u73b0\u5728\uff0c\u589e\u957f\u4e86 1547 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\u5e2e\u4f60\u5199\u5927\u6bb5\u4ee3\u7801\u6216\u8005\u6587\u6863\uff0c\u541e\u5410\u91cf\u5c31\u53d8\u5f97\u5f88\u91cd\u8981\u3002\u7b49\u5341\u51e0\u79d2\u770b\u5230\u7ed3\u679c\uff0c\u548c\u7b49\u51e0\u5341\u79d2\u770b\u5230\u7ed3\u679c\uff0c\u4f53\u9a8c\u5dee\u5f88\u591a\u3002<\/p>\n<p>\u6210\u672c\u65b9\u9762\uff0c\u4ee5 8000 \u4e2a\u8f93\u5165 token\u30011000 \u4e2a\u8f93\u51fa token \u7684\u5de5\u4f5c\u8d1f\u8f7d\u4e3a\u57fa\u51c6\uff0cGPT-5 \u7cfb\u5217\u7684\u6210\u672c\u500d\u6570\u662f 1 \u500d\uff0cGemini 3 Pro \u662f 1.4 \u500d\uff0cClaude Sonnet 4.5 \u662f 2 \u500d\uff0cClaude Opus 4.5 \u662f 3.3 \u500d\u3002<\/p>\n<p>\u6240\u4ee5\u9009\u6a21\u578b\uff0c\u5176\u5b9e\u662f\u5728\u505a\u6743\u8861\u3002\u8981\u5feb\u901f\u54cd\u5e94\u8fd8\u662f\u8981\u9ad8\u541e\u5410\uff1f\u8981\u4fbf\u5b9c\u8fd8\u662f\u8981\u6027\u80fd\uff1f\u4e0d\u540c\u7684\u573a\u666f\uff0c\u7b54\u6848\u4e0d\u4e00\u6837\u3002<\/p>\n<h2>\u524d\u6cbf\u6280\u672f\u7a81\u7834\u7684\u5b9e\u9645\u610f\u4e49<\/h2>\n<p>\u62a5\u544a\u7684\u540e\u534a\u90e8\u5206\u5217\u4e3e\u4e86\u4e00\u5806\u524d\u6cbf\u7814\u7a76\uff0c\u770b\u8d77\u6765\u5f88\u5b66\u672f\uff0c\u4f46\u5176\u5b9e\u6bcf\u4e00\u4e2a\u90fd\u6307\u5411\u5b9e\u9645\u95ee\u9898\u3002<\/p>\n<p>DeepSeek-V3 \u662f\u4e2a 671B \u53c2\u6570\u7684\u6a21\u578b\uff0c\u4f46\u5b83\u6bcf\u6b21\u53ea\u6fc0\u6d3b 37B 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\u662f\u4e2a\u591a\u6a21\u6001\u6a21\u578b\uff0c\u80fd\u540c\u65f6\u5904\u7406\u6587\u5b57\u3001\u8bed\u97f3\u3001\u89c6\u9891\u3002\u5b83\u7684\u67b6\u6784\u8bbe\u8ba1\u5f88\u5de7\u5999\uff0c\u628a\u611f\u77e5\uff08\u770b\u548c\u542c\uff09\u548c\u63a8\u7406\uff08\u601d\u8003\uff09\u5206\u5f00\uff0c\u6bcf\u4e2a\u90e8\u5206\u4e13\u6ce8\u505a\u81ea\u5df1\u64c5\u957f\u7684\u4e8b\u3002<\/p>\n<p>\u8fd9\u4e2a\u65b9\u5411\u4e5f\u5f88\u6709\u610f\u4e49\uff0c\u56e0\u4e3a\u771f\u5b9e\u4e16\u754c\u7684\u4fe1\u606f\u4e0d\u53ea\u662f\u6587\u5b57\u3002\u5982\u679c AI \u80fd\u76f4\u63a5\u7406\u89e3\u56fe\u7247\u3001\u89c6\u9891\u3001\u8bed\u97f3\uff0c\u90a3\u5b83\u80fd\u89e3\u51b3\u7684\u95ee\u9898\u8303\u56f4\u5c31\u5927\u5f97\u591a\u3002<\/p>\n<p>\u957f\u4e0a\u4e0b\u6587\u548c RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u7684\u5bf9\u6bd4\u7814\u7a76\uff0c\u7ed3\u8bba\u662f\u4e24\u8005\u5404\u6709\u4f18\u52bf\u3002\u957f\u4e0a\u4e0b\u6587\u5728\u5904\u7406\u8fde\u7eed\u3001\u7ed3\u6784\u5316\u7684\u5185\u5bb9\u65f6\u8868\u73b0\u66f4\u597d\uff0c\u6bd4\u5982\u4e00\u672c\u4e66\u6216\u8005\u4e00\u7bc7\u957f\u6587\u3002RAG \u5728\u5904\u7406\u788e\u7247\u5316\u3001\u591a\u6765\u6e90\u7684\u5185\u5bb9\u65f6\u66f4\u6709\u4f18\u52bf\uff0c\u6bd4\u5982\u641c\u7d22\u7ed3\u679c\u6216\u8005\u5bf9\u8bdd\u8bb0\u5f55\u3002<\/p>\n<p>\u8fd9\u4e2a\u7ed3\u8bba\u542c\u8d77\u6765\u4e0d\u90a3\u4e48\u6fc0\u52a8\u4eba\u5fc3\uff0c\u4f46\u5b83\u5e2e\u6211\u4eec\u7406\u89e3\u4e86\u4ec0\u4e48\u65f6\u5019\u8be5\u7528\u4ec0\u4e48\u65b9\u6cd5\u3002\u6280\u672f\u9009\u578b\u4e0d\u662f\u8d8a\u65b0\u8d8a\u597d\uff0c\u800c\u662f\u8981\u770b\u573a\u666f\u3002<\/p>\n<p>RetroLM \u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u601d\u8def\uff1a\u4e0d\u8981\u68c0\u7d22\u539f\u59cb\u6587\u672c\uff0c\u76f4\u63a5\u68c0\u7d22\u6a21\u578b\u7684\u5185\u90e8\u8868\u793a\uff08KV \u7f13\u5b58\uff09\u3002\u8fd9\u4e2a\u60f3\u6cd5\u5f88\u806a\u660e\uff0c\u56e0\u4e3a\u6a21\u578b\u5185\u90e8\u7684\u8868\u793a\uff0c\u5df2\u7ecf\u5305\u542b\u4e86\u5bf9\u6587\u672c\u7684\u7406\u89e3\uff0c\u6bd4\u539f\u59cb\u6587\u672c\u66f4\u7cbe\u70bc\u3002<\/p>\n<p>Self-MoA 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\u7528\u63d0\u793a\u8bcd\u8fdb\u5316\u66ff\u4ee3\u5f3a\u5316\u5b66\u4e60\u3002\u5f3a\u5316\u5b66\u4e60\u867d\u7136\u5f3a\u5927\uff0c\u4f46\u6210\u672c\u5f88\u9ad8\uff0c\u9700\u8981\u5927\u91cf\u7684\u8bad\u7ec3\u8d44\u6e90\u3002\u63d0\u793a\u8bcd\u8fdb\u5316\u662f\u4e2a\u8f7b\u91cf\u7ea7\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u8ba9\u6a21\u578b\u5206\u6790\u81ea\u5df1\u7684\u6267\u884c\u8f68\u8ff9\uff0c\u7136\u540e\u6539\u8fdb\u63d0\u793a\u8bcd\u3002\u8fd9\u4e2a\u601d\u8def\u6210\u672c\u4f4e\u5f97\u591a\uff0c\u4f46\u6548\u679c\u4e0d\u5dee\u3002<\/p>\n<p>SFR-DeepResearch \u8bad\u7ec3\u4e86\u4e00\u4e2a\u80fd\u505a\u6df1\u5ea6\u7f51\u7edc\u7814\u7a76\u7684\u5355\u667a\u80fd\u4f53\u3002\u5b83\u80fd\u51b3\u5b9a\u4ec0\u4e48\u65f6\u5019\u641c\u7d22\uff0c\u4ec0\u4e48\u65f6\u5019\u6d4f\u89c8\u7f51\u9875\uff0c\u4ec0\u4e48\u65f6\u5019\u6267\u884c\u4ee3\u7801\uff0c\u8fd8\u80fd\u81ea\u5df1\u7ba1\u7406\u957f\u65f6\u7a0b\u7684\u4e0a\u4e0b\u6587\u3002\u8fd9\u79cd\u80fd\u529b\uff0c\u5176\u5b9e\u662f\u5728\u628a AI \u4ece\u5de5\u5177\u53d8\u6210\u52a9\u624b\u3002<\/p>\n<p>LDAR \u5173\u6ce8\u7684\u662f\u68c0\u7d22\u4e2d\u7684\u5e72\u6270\u95ee\u9898\u3002\u5f53\u76f8\u5173\u5185\u5bb9\u548c\u65e0\u5173\u5185\u5bb9\u6df7\u5728\u4e00\u8d77\uff0c\u6a21\u578b\u7684\u8868\u73b0\u4f1a\u4e0b\u964d\u3002LDAR \u63d0\u51fa\u4e86\u4e00\u79cd\u6ce8\u610f\u529b\u611f\u77e5\u7684\u68c0\u7d22\u65b9\u6cd5\uff0c\u80fd\u7b5b\u9009\u51fa\u771f\u6b63\u6709\u7528\u7684\u90e8\u5206\uff0c\u8fc7\u6ee4\u6389\u5e72\u6270\u3002<\/p>\n<p>MEM1 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Anthropic\u3001Google\u3001DeepSeek\uff0c\u6bcf\u4e2a\u90fd\u6709\u81ea\u5df1\u7684\u4f18\u52bf\u548c\u52a3\u52bf\u3002\u4f60\u5f97\u6839\u636e\u573a\u666f\u9009\u62e9\uff0c\u6839\u636e\u9884\u7b97\u9009\u62e9\uff0c\u6839\u636e\u6027\u80fd\u8981\u6c42\u9009\u62e9\u3002<\/p>\n<p>\u524d\u6cbf\u7814\u7a76\u7684\u65b9\u5411\u4e5f\u7ed9\u4e86\u6211\u4eec\u4e00\u4e9b\u542f\u793a\u3002\u6548\u7387\u4e0d\u4e00\u5b9a\u8981\u9760\u5806\u53c2\u6570\uff0c\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\u5c31\u662f\u4e2a\u4f8b\u5b50\u3002\u521b\u65b0\u4e0d\u4e00\u5b9a\u8981\u63a8\u7ffb\u65e7\u65b9\u6cd5\uff0c\u5f88\u591a\u65f6\u5019\u662f\u5728\u65e7\u65b9\u6cd5\u4e0a\u505a\u5fae\u8c03\uff0c\u6bd4\u5982 RetroLM \u7684 KV \u7ea7\u68c0\u7d22\uff0c\u6bd4\u5982 Self-MoA 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\u5e74\u624d\u521a\u5f00\u59cb\uff0c\u8fd9\u4efd\u62a5\u544a\u53ea\u662f\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u4e2d\u671f\u5feb\u7167\u3002\u63a5\u4e0b\u6765\u7684\u53d8\u5316\uff0c\u53ef\u80fd\u66f4\u5feb\uff0c\u4e5f\u66f4\u51fa\u4e4e\u610f\u6599\u3002<\/p>\n<p>\u62a5\u544a\u5730\u5740\uff1ahttps:\/\/www.greptile.com\/state-of-ai-coding-2025<\/p>\n<\/div>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_28555\" class=\"pvc_stats total_only  \" data-element-id=\"28555\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 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