{"id":1792,"date":"2025-09-28T18:52:15","date_gmt":"2025-09-28T10:52:15","guid":{"rendered":"http:\/\/www.applicationsofllm.com\/?p=1792"},"modified":"2025-09-28T18:52:15","modified_gmt":"2025-09-28T10:52:15","slug":"%e5%a4%a7%e7%a5%9e%e7%88%86%e8%82%9d%e4%b8%80%e4%b8%aa%e6%9c%88%ef%bc%8c%e5%a4%8d%e5%88%bbdeepmind%e4%b8%96%e7%95%8c%e6%a8%a1%e5%9e%8b%ef%bc%8c300%e4%b8%87%e5%8f%82%e6%95%b0%e5%b0%b1%e8%83%bd%e7%8e%a9","status":"publish","type":"post","link":"http:\/\/www.applicationsofllm.com\/index.php\/2025\/09\/28\/%e5%a4%a7%e7%a5%9e%e7%88%86%e8%82%9d%e4%b8%80%e4%b8%aa%e6%9c%88%ef%bc%8c%e5%a4%8d%e5%88%bbdeepmind%e4%b8%96%e7%95%8c%e6%a8%a1%e5%9e%8b%ef%bc%8c300%e4%b8%87%e5%8f%82%e6%95%b0%e5%b0%b1%e8%83%bd%e7%8e%a9\/","title":{"rendered":"\u5927\u795e\u7206\u809d\u4e00\u4e2a\u6708\uff0c\u590d\u523bDeepMind\u4e16\u754c\u6a21\u578b\uff0c300\u4e07\u53c2\u6570\u5c31\u80fd\u73a9\u5b9e\u65f6\u4ea4\u4e92\u50cf\u7d20\u6e38\u620f"},"content":{"rendered":"\n<p>\u8fd8\u8bb0\u5f97&nbsp;\u5417\uff1f\u5b83\u9996\u6b21\u8ba9\u4e16\u754c\u6a21\u578b\u771f\u5b9e\u5730\u6a21\u62df\u4e86\u771f\u5b9e\u4e16\u754c\u3002<\/p>\n\n\n\n<p>\u6700\u8fd1\uff0cX \u535a\u4e3b anandmaj \u5728\u4e00\u4e2a\u6708\u5185\u590d\u523b Genie 3 \u7684\u6838\u5fc3\u601d\u60f3\uff0c\u5f00\u53d1\u51fa\u4e86&nbsp;<strong>TinyWorlds<\/strong>\uff0c\u4e00\u4e2a\u4ec5&nbsp;<strong>300 <\/strong><strong>\u4e07\u53c2\u6570<\/strong>\u7684\u4e16\u754c\u6a21\u578b\uff0c\u80fd\u591f\u5b9e\u65f6\u751f\u6210\u53ef\u73a9\u7684\u50cf\u7d20\u98ce\u683c\u73af\u5883\uff0c\u5305\u62ec Pong\u3001Sonic\u3001Zelda \u548c Doom\u3002<\/p>\n\n\n\n<p><strong>\u7406\u89e3\u4e16\u754c\u6a21\u578b<\/strong><\/p>\n\n\n\n<p>\u4e16\u754c\u6a21\u578b\u662f\u4e00\u7c7b\u795e\u7ecf\u7f51\u7edc\uff0c\u5b83\u4eec\u901a\u8fc7\u751f\u6210\u89c6\u9891\u6765\u6a21\u62df\u7269\u7406\u4e16\u754c\u3002<\/p>\n\n\n\n<p>DeepMind \u5728&nbsp;<strong>Genie 3&nbsp;<\/strong>\u4e0a\u5c55\u793a\u4e86\u8fd9\u4e00\u7406\u5ff5\u7684\u6f5c\u529b\uff1a\u5f53\u4e16\u754c\u6a21\u578b\u5728\u5927\u89c4\u6a21\u89c6\u9891\u6570\u636e\u4e0a\u8bad\u7ec3\u65f6\uff0c\u4f1a\u51fa\u73b0\u7c7b\u4f3c LLM \u4e2d\u7684\u300c\u6d8c\u73b0\u80fd\u529b\u300d\u3002\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ef\u63a7\u6027\uff1a\u6309\u4e0b\u65b9\u5411\u952e\uff0c\u955c\u5934\u4f1a\u968f\u4e4b\u5e73\u79fb\u3002<\/li>\n\n\n\n<li>\u4e00\u81f4\u6027\uff1a\u79bb\u5f00\u623f\u95f4\u518d\u8fd4\u56de\uff0c\u5899\u4e0a\u7684\u65b0\u6cb9\u6f06\u4f9d\u65e7\u5b58\u5728\u3002<\/li>\n\n\n\n<li>\u8d28\u91cf\uff1a\u6c34\u5751\u4e2d\u7684\u5012\u5f71\u6e05\u6670\u53ef\u89c1\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5728 Genie \u51fa\u73b0\u4e4b\u524d\uff0c\u7814\u7a76\u8005\u666e\u904d\u8ba4\u4e3a\u8981\u6269\u5c55\u4e16\u754c\u6a21\u578b\uff0c\u5fc5\u987b\u4f9d\u8d56\u5e26\u52a8\u4f5c\u6807\u6ce8\u6216\u5305\u542b\u4e09\u7ef4\u7ed3\u6784\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u7136\u800c DeepMind \u53d1\u73b0\uff0c<strong>\u53ea\u8981\u8db3\u591f\u89c4\u6a21\u5316\u5730\u8bad\u7ec3\u539f\u59cb\u89c6\u9891\uff0c\u8fd9\u4e9b\u9ad8\u7ea7\u884c\u4e3a\u4fbf\u4f1a\u81ea\u7136\u6d8c\u73b0\uff0c\u5c31\u50cf\u8bed\u8a00\u6a21\u578b\u4f1a\u81ea\u7136\u4e60\u5f97\u8bed\u6cd5\u548c\u53e5\u6cd5\u4e00\u6837\u3002<\/strong><\/p>\n\n\n\n<p>\u6311\u6218\u5728\u4e8e\uff1a\u4e16\u754c\u6a21\u578b\u7684\u8bad\u7ec3\u901a\u5e38\u9700\u8981\u9010\u5e27\u7684\u52a8\u4f5c\u6807\u7b7e\uff08\u4f8b\u5982\u300c\u6309\u4e0b\u53f3\u952e \u2192 \u955c\u5934\u53f3\u79fb\u300d\uff09\u3002\u8fd9\u610f\u5473\u7740\u6211\u4eec\u65e0\u6cd5\u76f4\u63a5\u5229\u7528\u4e92\u8054\u7f51\u4e2d\u5e9e\u5927\u7684\u672a\u6807\u6ce8\u89c6\u9891\u3002<\/p>\n\n\n\n<p>Genie 1 \u7ed9\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u662f\u5148\u8bad\u7ec3\u4e00\u4e2a\u52a8\u4f5c\u5206\u8bcd\u5668\uff0c\u81ea\u52a8\u63a8\u65ad\u5e27\u95f4\u7684\u52a8\u4f5c\u6807\u7b7e\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u5c31\u53ef\u4ee5\u628a\u6d77\u91cf\u672a\u6807\u6ce8\u89c6\u9891\u8f6c\u5316\u4e3a\u53ef\u7528\u7684\u8bad\u7ec3\u8d44\u6e90\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"529\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-723.jpg\" alt=\"\" class=\"wp-image-1797\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-723.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-723-300x191.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-723-768x489.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u4e5f\u662f Genie 3 \u80fd\u591f\u6269\u5c55\u81f3\u6570\u767e\u4e07\u5c0f\u65f6 YouTube \u89c6\u9891\uff0c\u5e76\u89e3\u9501\u4e0a\u8ff0\u6d8c\u73b0\u80fd\u529b\u7684\u5173\u952e\u6240\u5728\u3002<\/p>\n\n\n\n<p>\u53d7\u6b64\u542f\u53d1\uff0canandmaj \u4ece\u96f6\u5b9e\u73b0\u4e86\u4e00\u4e2a\u6700\u5c0f\u5316\u7248\u672c\u7684\u4e16\u754c\u6a21\u578b\uff1aTinyWorlds\u3002<\/p>\n\n\n\n<p><strong>\u6784\u5efa\u6570\u636e\u96c6<\/strong><\/p>\n\n\n\n<p>\u5728\u5f00\u59cb\u8bad\u7ec3 TinyWorlds \u524d\uff0c\u4f5c\u8005\u9996\u5148\u8981\u51b3\u5b9a\u6a21\u578b\u80fd\u591f\u751f\u6210\u600e\u6837\u7684\u6e38\u620f\u4e16\u754c\u3002\u6a21\u578b\u8bad\u7ec3\u65f6\u63a5\u89e6\u7684\u73af\u5883\uff0c\u51b3\u5b9a\u4e86\u5b83\u672a\u6765\u7684\u751f\u6210\u8303\u56f4\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0cTinyWorlds \u7684\u6570\u636e\u96c6\u7531\u5904\u7406\u8fc7\u7684 YouTube \u6e38\u620f\u89c6\u9891\u6784\u6210\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pong\uff1a\u7ecf\u5178\u7684\u96c5\u8fbe\u5229\u53cc\u4eba\u6e38\u620f<\/li>\n\n\n\n<li>Sonic\uff1a\u4e8c\u7ef4\u6a2a\u7248\u52a8\u4f5c\u5e73\u53f0<\/li>\n\n\n\n<li>Zelda\uff1a\u9e1f\u77b0\u5f0f\u5192\u9669<\/li>\n\n\n\n<li>Pole Position\uff1a3D \u50cf\u7d20\u8d5b\u8f66<\/li>\n\n\n\n<li>Doom\uff1a3D \u7b2c\u4e00\u4eba\u79f0\u5c04\u51fb<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"523\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-720.jpg\" alt=\"\" class=\"wp-image-1794\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-720.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-720-300x189.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-720-768x483.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<p><strong>\u6784\u5efa\u65f6\u7a7a\u53d8\u6362\u5668<\/strong><\/p>\n\n\n\n<p>\u4e0e\u53ea\u9700\u5904\u7406\u4e00\u7ef4\u6587\u672c\u7684\u5927\u8bed\u8a00\u6a21\u578b\u4e0d\u540c\uff0c\u89c6\u9891\u7406\u89e3\u9700\u8981\u5904\u7406\u4e09\u7ef4\u6570\u636e\uff08\u9ad8\u5ea6 \u00d7 \u5bbd\u5ea6 \u00d7 \u65f6\u95f4\uff09\u3002TinyWorlds \u7684\u6838\u5fc3\u662f\u4e00\u4e2a<strong>\u65f6\u7a7a\u53d8\u6362\u5668\uff08Space-time Transformer\uff09<\/strong>\uff0c\u5b83\u901a\u8fc7\u4e09\u5c42\u673a\u5236\u6765\u6355\u6349\u89c6\u9891\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7a7a\u95f4\u6ce8\u610f\u529b<\/strong>\uff1a\u540c\u4e00\u5e27\u5185\u90e8\u7684 token \u76f8\u4e92\u5173\u8054\u3002<\/li>\n\n\n\n<li><strong>\u65f6\u95f4\u6ce8\u610f\u529b<\/strong>\uff1atoken \u5173\u6ce8\u524d\u51e0\u4e2a\u65f6\u95f4\u6b65\u7684\u4fe1\u606f\u3002<\/li>\n\n\n\n<li><strong>\u524d\u9988\u7f51\u7edc<\/strong>\uff1atoken \u7ecf\u8fc7\u975e\u7ebf\u6027\u5904\u7406\u4ee5\u63d0\u53d6\u66f4\u9ad8\u5c42\u6b21\u7279\u5f81\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"523\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-721.jpg\" alt=\"\" class=\"wp-image-1795\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-721.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-721-300x189.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-721-768x483.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<p>\u52a8\u4f5c\u5982\u4f55\u5f71\u54cd\u89c6\u9891\u751f\u6210\uff1f\u4f5c\u8005\u5c1d\u8bd5\u4e86\u4e24\u79cd\u65b9\u5f0f\uff1a\u62fc\u63a5\u52a8\u4f5c\u4e0e\u89c6\u9891\u8868\u793a\uff0c\u6216\u5229\u7528\u52a8\u4f5c\u5bf9\u8868\u793a\u8fdb\u884c\u7f29\u653e\u4e0e\u79fb\u4f4d\u3002\u5b9e\u9a8c\u8868\u660e\u540e\u8005\u6548\u679c\u66f4\u597d\uff0c\u6700\u7ec8\u88ab\u91c7\u7eb3\u3002<\/p>\n\n\n\n<p>\u540c\u65f6\uff0cTinyWorlds \u4e5f\u501f\u9274\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4f18\u5316\u6280\u5de7\uff1a<strong>SwiGLU \u52a0\u901f\u5b66\u4e60\uff0cRMSNorm \u63d0\u5347\u7a33\u5b9a\u6027\uff0c\u4f4d\u7f6e\u7f16\u7801\u5219\u7528\u4e8e\u6307\u793a token \u5728\u56fe\u50cf\u4e2d\u7684\u4f4d\u7f6e\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u67b6\u6784\u8bbe\u8ba1\u4e0e\u5206\u8bcd\u7b56\u7565<\/strong><\/p>\n\n\n\n<p>\u5728\u751f\u6210\u65b9\u5f0f\u4e0a\uff0c\u4f5c\u8005\u6bd4\u8f83\u4e86\u6269\u6563\u6a21\u578b\u4e0e\u81ea\u56de\u5f52\u6a21\u578b\u3002<\/p>\n\n\n\n<p>TinyWorlds \u6700\u7ec8\u9009\u62e9<strong>\u81ea\u56de\u5f52<\/strong>\uff0c\u56e0\u4e3a\u5b83\u63a8\u7406\u66f4\u5feb\uff0c\u9002\u5408\u5b9e\u65f6\u4ea4\u4e92\uff0c\u8bad\u7ec3\u4e5f\u66f4\u9ad8\u6548\uff0c\u4e14\u5b9e\u73b0\u66f4\u7b80\u6d01\u3002<\/p>\n\n\n\n<p>\u6700\u7ec8\u67b6\u6784\u7531\u4e09\u4e2a\u6a21\u5757\u7ec4\u6210\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u89c6\u9891\u5206\u8bcd\u5668\uff1a\u5c06\u89c6\u9891\u538b\u7f29\u4e3a token\u3002<\/li>\n\n\n\n<li>\u52a8\u4f5c\u5206\u8bcd\u5668\uff1a\u9884\u6d4b\u4e24\u5e27\u4e4b\u95f4\u7684\u52a8\u4f5c\u3002<\/li>\n\n\n\n<li>\u52a8\u529b\u5b66\u6a21\u578b\uff1a\u7ed3\u5408\u5386\u53f2\u89c6\u9891\u548c\u52a8\u4f5c\uff0c\u9884\u6d4b\u672a\u6765\u5e27\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"497\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-722.jpg\" alt=\"\" class=\"wp-image-1796\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-722.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-722-300x179.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-722-768x459.jpg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><\/figure>\n\n\n\n<p>\u89c6\u9891\u5206\u8bcd\u5668\u901a\u8fc7<strong>\u6709\u9650\u6807\u91cf\u91cf\u5316\uff08FSQ\uff09<\/strong>\uff0c\u5c06\u56fe\u50cf\u5212\u5206\u4e3a\u7acb\u65b9\u4f53\uff0c\u5e76\u7528\u8fd9\u4e9b\u7acb\u65b9\u4f53\u8868\u793a\u56fe\u50cf\u5757\u3002\u8fd9\u6837\u4ea7\u751f\u7684\u5c0f token \u4fe1\u606f\u5bc6\u96c6\uff0c\u51cf\u8f7b\u4e86\u52a8\u529b\u5b66\u6a21\u578b\u7684\u9884\u6d4b\u8d1f\u62c5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"486\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-724.jpg\" alt=\"\" class=\"wp-image-1798\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-724.jpg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-724-300x175.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-724-768x449.jpg 768w\" sizes=\"auto, (max-width: 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