{"id":1655,"date":"2026-02-06T09:00:19","date_gmt":"2026-02-06T01:00:19","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/02\/06\/%e8%8b%b1%e4%bc%9f%e8%be%bejim-fan%ef%bc%9a%e3%80%8c%e4%b8%96%e7%95%8c%e5%bb%ba%e6%a8%a1%e3%80%8d%e6%98%af%e6%96%b0%e4%b8%80%e4%bb%a3%e9%a2%84%e8%ae%ad%e7%bb%83%e8%8c%83%e5%bc%8f\/"},"modified":"2026-02-06T09:00:19","modified_gmt":"2026-02-06T01:00:19","slug":"%e8%8b%b1%e4%bc%9f%e8%be%bejim-fan%ef%bc%9a%e3%80%8c%e4%b8%96%e7%95%8c%e5%bb%ba%e6%a8%a1%e3%80%8d%e6%98%af%e6%96%b0%e4%b8%80%e4%bb%a3%e9%a2%84%e8%ae%ad%e7%bb%83%e8%8c%83%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/02\/06\/%e8%8b%b1%e4%bc%9f%e8%be%bejim-fan%ef%bc%9a%e3%80%8c%e4%b8%96%e7%95%8c%e5%bb%ba%e6%a8%a1%e3%80%8d%e6%98%af%e6%96%b0%e4%b8%80%e4%bb%a3%e9%a2%84%e8%ae%ad%e7%bb%83%e8%8c%83%e5%bc%8f\/","title":{"rendered":"\u82f1\u4f1f\u8fbeJim Fan\uff1a\u300c\u4e16\u754c\u5efa\u6a21\u300d\u662f\u65b0\u4e00\u4ee3\u9884\u8bad\u7ec3\u8303\u5f0f"},"content":{"rendered":"<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/0f5f43123045bca317bf4d545a7f1784.webp'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/0f5f43123045bca317bf4d545a7f1784.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u82f1\u4f1f\u8fbeJim Fan\uff1a\u300c\u4e16\u754c\u5efa\u6a21\u300d\u662f\u65b0\u4e00\u4ee3\u9884\u8bad\u7ec3\u8303\u5f0f\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/0594331c6f2d7d4687a9aa008ec610fb.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/0594331c6f2d7d4687a9aa008ec610fb.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u82f1\u4f1f\u8fbeJim 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Fan\uff1a\u300c\u4e16\u754c\u5efa\u6a21\u300d\u662f\u65b0\u4e00\u4ee3\u9884\u8bad\u7ec3\u8303\u5f0f\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/9310a01876ef2920315daacf08bf7727.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/9310a01876ef2920315daacf08bf7727.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u82f1\u4f1f\u8fbeJim Fan\uff1a\u300c\u4e16\u754c\u5efa\u6a21\u300d\u662f\u65b0\u4e00\u4ee3\u9884\u8bad\u7ec3\u8303\u5f0f\"\/><\/div><\/figure>\n<p>henry \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n<p>\u7ee7\u201c\u4e0b\u4e00\u4e2a\u8bcd\u9884\u6d4b\u201d\u4e4b\u540e\uff0c\u4e16\u754c\u5efa\u6a21\u5c06\u6210\u4e3a\u65b0\u7684\u9884\u8bad\u7ec3\u8303\u5f0f\u3002<\/p>\n<p>\u8fd9\u662f\u82f1\u4f1f\u8fbe\u673a\u5668\u4eba\u4e3b\u7ba1Jim Fan\u7ed9\u51fa\u7684\u6700\u65b0\u5224\u65ad\u3002<\/p>\n<p>\u4ed6\u8ba4\u4e3a\uff0c2026\u5e74\u5c06\u6210\u4e3a\u5927\u4e16\u754c\u6a21\u578b\uff08Large World Models\uff09\u771f\u6b63\u4e3a\u673a\u5668\u4eba\u9886\u57df\u4ee5\u53ca\u66f4\u5e7f\u4e49\u7684\u591a\u6a21\u6001AI\u5960\u5b9a\u57fa\u7840\u7684\u7b2c\u4e00\u5e74\u3002<\/p>\n<p>\u8c22\u8d5b\u5b81\u968f\u5373\u8f6c\u53d1\u8868\u793a\u8d5e\u540c\uff1a\u201c\u4e8b\u540e\u770b\u6765\u663e\u800c\u6613\u89c1\u201d\u3002<\/p>\n<p>\u5728\u8fd9\u7bc7\u957f\u6587\u4e2d\uff0cJim Fan\u8ba8\u8bba\u4e86\u4e16\u754c\u6a21\u578b\u7684\u5b9a\u4e49\u4e0e\u5e94\u7528\uff0c\u5c24\u5176\u805a\u7126\u4e8e\u7269\u7406AI\u9886\u57df\u7684\u53d1\u5c55\uff0c\u540c\u65f6\u5c55\u671b\u4e86\u65b0\u7684\u63a8\u7406\u5f62\u5f0f\uff1a<\/p>\n<p>\u4ee5\u4e0b\u4e3a\u5206\u4eab\u5168\u6587\uff1a<\/p>\n<p>\u4e0b\u4e00\u4e2a\u8bcd\u9884\u6d4b(Next word prediction )\u66fe\u662f\u7b2c\u4e00\u4e2a\u9884\u8bad\u7ec3\u8303\u5f0f\uff0c\u800c\u73b0\u5728\u6211\u4eec\u6b63\u5728\u7ecf\u5386\u7b2c\u4e8c\u6b21\u8303\u5f0f\u8f6c\u53d8\uff1a<\/p>\n<p>\u4e16\u754c\u5efa\u6a21\uff08world modeling\uff09\uff0c\u6216\u8005\u8bf4\u201c\u4e0b\u4e00\u4e2a\u7269\u7406\u72b6\u6001\u9884\u6d4b\u201d\u3002<\/p>\n<p>\u5f88\u5c11\u6709\u4eba\u771f\u6b63\u7406\u89e3\u8fd9\u4e00\u8f6c\u53d8\u7684\u6df1\u8fdc\u610f\u4e49\u3002\u4e0d\u5e78\u7684\u662f\uff0c\u76ee\u524d\u4e16\u754c\u6a21\u578b\u6700\u88ab\u7092\u4f5c\u7684\u5e94\u7528\u4ecd\u7136\u662fAI\u89c6\u9891\uff08\u63a5\u4e0b\u6765\u53ef\u80fd\u662f\u6e38\u620f\uff09\u3002<\/p>\n<p>\u6211\u975e\u5e38\u6709\u4fe1\u5fc3\u5730\u8bf4\uff1a2026\u5e74\u5c06\u6210\u4e3a\u5927\u4e16\u754c\u6a21\u578b\uff08Large World Models\uff09\u9996\u6b21\u4e3a\u673a\u5668\u4eba\u9886\u57df\uff0c\u4ee5\u53ca\u66f4\u5e7f\u4e49\u7684\u591a\u6a21\u6001 AI \u5960\u5b9a\u771f\u5b9e\u57fa\u7840\u7684\u4e00\u5e74\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u80cc\u666f\u4e0b\uff0c\u6211\u5c06\u4e16\u754c\u5efa\u6a21\u5b9a\u4e49\u4e3a\uff1a\u5728\u7ed9\u5b9a\u4e00\u4e2a\u52a8\u4f5c\u7684\u6761\u4ef6\u4e0b\uff0c\u9884\u6d4b\u4e0b\u4e00\u4e2a\u5408\u7406\u7684\u4e16\u754c\u72b6\u6001\uff08\u6216\u4e00\u6bb5\u66f4\u957f\u65f6\u95f4\u8303\u56f4\u5185\u7684\u72b6\u6001\uff09\u3002<\/p>\n<p>\u89c6\u9891\u751f\u6210\u6a21\u578b\u662f\u5176\u4e2d\u7684\u4e00\u79cd\u5b9e\u73b0\u5f62\u5f0f\uff0c\u5176\u4e2d\u201c\u4e0b\u4e00\u4e2a\u72b6\u6001\u201d\u662f\u4e00\u7cfb\u5217RGB\u5e27\uff08\u901a\u5e38\u4e3a 8\u201310 \u79d2\uff0c\u6700\u957f\u53ef\u8fbe\u6570\u5206\u949f\uff09\uff0c\u800c\u201c\u52a8\u4f5c\u201d\u662f\u4e00\u6bb5\u63cf\u8ff0\u8981\u6267\u884c\u4ec0\u4e48\u7684\u6587\u672c\u3002<\/p>\n<p>\u8bad\u7ec3\u8fc7\u7a0b\u5c31\u662f\u5bf9\u6570\u5341\u4ebf\u5c0f\u65f6\u89c6\u9891\u50cf\u7d20\u7684\u672a\u6765\u53d8\u5316\u8fdb\u884c\u5efa\u6a21\u3002<\/p>\n<p>\u672c\u8d28\u4e0a\uff0c\u89c6\u9891\u4e16\u754c\u6a21\u578b\u5c31\u662f\u53ef\u5b66\u4e60\u7684\u7269\u7406\u6a21\u62df\u5668\u548c\u6e32\u67d3\u5f15\u64ce\u3002<\/p>\n<p>\u5b83\u4eec\u80fd\u591f\u6355\u6349\u53cd\u4e8b\u5b9e\u60c5\u666f\uff08counterfactuals\uff09\uff0c\u5373\u9884\u6d4b\u5982\u679c\u91c7\u53d6\u4e0d\u540c\u52a8\u4f5c\uff0c\u672a\u6765\u53ef\u80fd\u4f1a\u5982\u4f55\u4e0d\u540c\u2014\u2014\u8fd9\u5c31\u662f\u63a8\u7406\u3002\u4e16\u754c\u6a21\u578b\u4ece\u6839\u672c\u4e0a\u4ee5\u89c6\u89c9\u4e3a\u4e2d\u5fc3\u3002<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0cVLM\u672c\u8d28\u4e0a\u662f\u4ee5\u8bed\u8a00\u4e3a\u4e2d\u5fc3\u7684\u3002\u4ece\u6700\u65e9\u7684\u539f\u578b\uff08e.g. LLaVA, Liu et al. 2023\uff09\u5f00\u59cb\uff0c\u6574\u4f53\u8def\u5f84\u57fa\u672c\u4e00\u81f4\uff1a\u89c6\u89c9\u5728\u7f16\u7801\u5668\u5904\u8fdb\u5165\uff0c\u7136\u540e\u88ab\u9001\u5165\u8bed\u8a00\u4e3b\u5e72\u7f51\u7edc\u3002<\/p>\n<p>\u968f\u7740\u65f6\u95f4\u63a8\u79fb\uff0c\u7f16\u7801\u5668\u4e0d\u65ad\u6539\u8fdb\uff0c\u67b6\u6784\u53d8\u5f97\u66f4\u7b80\u6d01\uff0c\u89c6\u89c9\u8bd5\u56fe\u53d8\u5f97\u66f4\u52a0\u201c\u539f\u751f\u201d\uff08\u5982\u5168\u6a21\u6001\u6a21\u578b\uff09\u3002<\/p>\n<p>\u7136\u800c\uff0c\u89c6\u89c9\u4ecd\u7136\u662f\u4e8c\u7b49\u516c\u6c11\uff0c\u65e0\u6cd5\u4e0e\u9886\u57df\u591a\u5e74\u6784\u5efa\u7684LLM\u80fd\u529b\u76f8\u6bd4\u3002\uff08LLM)\u8fd9\u6761\u8def\u7ebf\u65b9\u4fbf\uff0c\u56e0\u4e3a\u6211\u4eec\u719fLLM\u7684\u6269\u5c55\u6027\uff0c\u67b6\u6784\u8bbe\u8ba1\u3001\u6570\u636e\u914d\u65b9\u3001\u8bc4\u6d4b\u6307\u6807\uff08\u5982 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