{"id":820868,"date":"2026-07-31T19:46:52","date_gmt":"2026-07-31T11:46:52","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=820868"},"modified":"2026-07-31T19:46:52","modified_gmt":"2026-07-31T11:46:52","slug":"%e5%ae%9e%e6%b5%8b-deepseek-v4-%e6%ad%a3%e5%bc%8f%e7%89%88%ef%bc%9a3-%e5%9d%97%e9%92%b1%e5%b9%b2%e5%ae%8c-5-%e4%bb%b6%e4%ba%8b%ef%bc%8cai%e6%99%ba%e4%bb%b7%e6%af%94%e4%b9%8b%e6%88%98%e5%bc%80%e6%89%93","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=820868","title":{"rendered":"\u5b9e\u6d4b DeepSeek V4 \u6b63\u5f0f\u7248\uff1a3 \u5757\u94b1\u5e72\u5b8c 5 \u4ef6\u4e8b\uff0cAI\u667a\u4ef7\u6bd4\u4e4b\u6218\u5f00\u6253\u4e86"},"content":{"rendered":"

\u79d1\u6280\u5708\u7684\u523a\u6fc0\uff0c\u603b\u662f\u6765\u5f97\u731d\u4e0d\u53ca\u9632\u3002<\/p>\n

\u540c\u4e00\u5929\uff0c\u4e24\u5bb6\u5927\u6a21\u578b\u9886\u57df\u7684\u7edd\u5bf9\u9876\u6d41\uff0c\u4e0d\u7ea6\u800c\u540c\u5730\u4e22\u51fa\u4e86\u81ea\u5df1\u7684\u91cd\u78c5\u70b8\u5f39\u3002\u4e00\u8fb9\u662f OpenAI<\/a> \u7a81\u7136\u5ba3\u5e03 GPT-5.6 \u7cfb\u5217\u6a21\u578b\u4ef7\u683c\u5927\u8df3\u6c34\uff1b\u53e6\u4e00\u8fb9\uff0cDeepSeek \u6b63\u5f0f\u53d1\u5e03 V4-Flash \u6a21\u578b\uff0c\u5e26\u7740\u901a\u8fc7\u540e\u8bad\u7ec3\uff08Post-Training\uff09\u5168\u9762\u5f3a\u5316\u7684\u63a8\u7406\u4e0e\u4ee3\u7801\u80fd\u529b\uff0c\u9738\u6c14\u767b\u573a\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u8fc7\u53bb\u4e24\u5e74\uff0c\u5927\u6a21\u578b\u7684\u7ade\u4e89\u4e3b\u7ebf\u662f\u8ffd\u8d76\u80fd\u529b\u4e0a\u9650\uff1a\u53c2\u6570\u66f4\u5927\u3001\u4e0a\u4e0b\u6587\u66f4\u957f\u3001\u8dd1\u5206\u66f4\u9ad8\u3002\u4eca\u5929\u8fd9\u4e24\u4efd\u516c\u544a\u653e\u5728\u4e00\u8d77\uff0c\u5219\u91ca\u653e\u51fa\u53e6\u4e00\u4e2a\u4fe1\u53f7\uff1a<\/p>\n

\u9876\u7ea7\u6a21\u578b\u7684\u7ade\u4e89\uff0c\u6b63\u5728\u4ece\u5355\u7eaf\u6bd4\u62fc\u80fd\u529b\uff0c\u8f6c\u5411\u4e89\u593a\u300c\u667a\u4ef7\u6bd4\u300d\u3002<\/p>\n

\u8fd9\u79cd\u53d8\u5316\u5bf9 Agent \u5c24\u5176\u91cd\u8981\u3002<\/p>\n

\u8ba9\u804a\u5929\u673a\u5668\u4eba\u5199\u4e00\u5c01\u90ae\u4ef6\uff0c\u6a21\u578b\u56de\u7b54\u4e00\u6b21\uff0c\u5de5\u4f5c\u57fa\u672c\u7ed3\u675f\u3002\u8ba9 Codex \u4fee\u4e00\u4e2a Bug\uff0c\u5b83\u5374\u8981\u5148\u8bfb\u9879\u76ee\u6587\u4ef6\u3001\u641c\u7d22\u4ee3\u7801\u3001\u5e94\u7528\u8865\u4e01\uff0c\u518d\u8fd0\u884c\u6d4b\u8bd5\uff1b\u4e00\u65e6\u6d4b\u8bd5\u62a5\u9519\uff0c\u8fd8\u5f97\u56de\u5934\u68c0\u67e5\u5e76\u91cd\u65b0\u6267\u884c\u3002<\/p>\n

\u4efb\u52a1\u8d8a\u957f\uff0c\u6a21\u578b\u8c03\u7528\u6b21\u6570\u8d8a\u591a\uff0c\u4ef7\u683c\u5c31\u8d8a\u76f4\u63a5\u5730\u5f71\u54cd Agent \u80fd\u5426\u771f\u6b63\u6295\u5165\u65e5\u5e38\u5de5\u4f5c\u3002<\/p>\n

DeepSeek V4-Flash \u7684 API \u4ef7\u683c\u4ecd\u662f\u6bcf\u767e\u4e07 token \u8f93\u5165 1 \u5143\u3001\u8f93\u51fa 2 \u5143\u3002OpenAI \u5219\u628a GPT-5.6 Luna \u7684 API \u4ef7\u683c\u4e0b\u8c03\u7ea6 80%\uff0cTerra \u4e5f\u4fbf\u5b9c\u4e86 20%\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u80fd\u529b\u7ee7\u7eed\u5f80\u4e0a\u8d70\uff0c\u8c03\u7528\u6210\u672c\u5374\u5f00\u59cb\u5f80\u4e0b\u6389\u3002\u8fd9\u6b21\u6211\u4eec\u66f4\u60f3\u77e5\u9053\u7684\u662f\uff1a\u4ef7\u683c\u66f4\u4f4e\u7684\u6a21\u578b\uff0c\u80fd\u4e0d\u80fd\u628a\u4e8b\u60c5\u540c\u6837\u505a\u597d\uff1f<\/p>\n

\u6a21\u578b\u8fd8\u662f\u90a3\u4e2a\u6a21\u578b\uff0c\u4f46\u66f4\u4f1a\u5e72\u6d3b\u4e86<\/p>\n

DeepSeek \u4eca\u5929\u66f4\u65b0\u7684 V4-Flash\uff0c\u76ee\u524d\u53ea\u80fd\u901a\u8fc7 API \u4f7f\u7528\uff0c\u7f51\u9875\u7248\u548c App \u90fd\u6ca1\u6709\u66f4\u65b0\u3002<\/p>\n

\u5f00\u53d1\u8005\u4f7f\u7528 API \u8c03\u7528 deepseek-v4-flash<\/code>\uff0c\u540e\u53f0\u5219\u4f1a\u81ea\u52a8\u6362\u6210\u65b0\u53d1\u5e03\u7684 V4-Flash-0731\u3002\u5b83\u53ef\u4ee5\u4e00\u6b21\u8bfb\u53d6 100 \u4e07 token \u7684\u5185\u5bb9\uff0c\u9002\u5408\u585e\u8fdb\u5927\u4efd\u6587\u6863\u6216\u6574\u4e2a\u4ee3\u7801\u9879\u76ee\uff0c\u4e5f\u539f\u751f\u652f\u6301 OpenAI \u7684 Responses API\uff0c\u53ef\u4ee5\u63a5\u5165 Codex\u3002<\/p>\n

\u6709\u610f\u601d\u7684\u662f\uff0cDeepSeek \u79f0\uff0cV4-Flash-0731 \u4e0e\u9884\u89c8\u7248\u7684\u6a21\u578b\u7ed3\u6784\u3001\u5c3a\u5bf8\u5b8c\u5168\u4e00\u81f4\uff0c\u8fd9\u6b21\u53ea\u91cd\u65b0\u8fdb\u884c\u4e86\u540e\u8bad\u7ec3\u3002<\/strong><\/p>\n

\u53ef\u4ee5\u628a\u57fa\u7840\u8bad\u7ec3\u7406\u89e3\u6210\u4e0a\u5b66\uff0c\u540e\u8bad\u7ec3\u66f4\u50cf\u5165\u804c\u540e\u7684\u4e13\u9879\u7ec3\u4e60\u3002\u6a21\u578b\u539f\u672c\u5df2\u7ecf\u4f1a\u5199\u4ee3\u7801\u3001\u8bfb\u6587\u6863\uff0c\u63a5\u4e0b\u6765\u8fd8\u8981\u53cd\u590d\u7ec3\u4e60\u600e\u4e48\u62c6\u89e3\u4efb\u52a1\u3001\u9009\u62e9\u5de5\u5177\u3001\u53d1\u73b0\u9519\u8bef\uff0c\u4ee5\u53ca\u5982\u4f55\u628a\u4e00\u4ef6\u4e8b\u60c5\u4ece\u5934\u505a\u5230\u5c3e\u3002\u8eab\u677f\u6ca1\u53d8\uff0c\u505a\u4e8b\u7684\u4e60\u60ef\u53d8\u4e86\u3002<\/p>\n

\u5b98\u65b9\u7ed9\u51fa\u7684\u63d0\u5347\u5e45\u5ea6\u786e\u5b9e\u5f88\u5927\uff0c\u751a\u81f3\u5ba3\u79f0\u300c\u8fdc\u8d85 V4-Pro-Preview\u300d<\/strong>\u3002\u5728\u6d4b\u8bd5\u6a21\u578b\u80fd\u5426\u64cd\u4f5c\u7ec8\u7aef\u3001\u8fde\u7eed\u5b8c\u6210\u4efb\u52a1\u7684 Terminal Bench 2.1 \u4e2d\uff0c\u5b83\u4ece 61.8 \u5206\u6da8\u5230 82.7 \u5206\uff1b\u53e6\u4e00\u9879\u4ee3\u7801 Agent \u6d4b\u8bd5 DeepSWE\uff0c\u5219\u4ece 7.3 \u5206\u6da8\u5230 54.4 \u5206\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u8fd9\u4e9b\u6570\u5b57\u7ffb\u8bd1\u6210\u4eba\u8bdd\u5c31\u662f\uff0c\u65b0\u7248\u4e0d\u53ea\u66f4\u4f1a\u5199\u4ee3\u7801\uff0c\u4e5f\u66f4\u64c5\u957f\u8c03\u7528\u5de5\u5177\uff0c\u628a\u4e00\u4ef6\u4e8b\u60c5\u4ece\u5934\u505a\u5230\u5c3e\u3002<\/p>\n

\u66f4\u5173\u952e\u7684\u662f\uff0c\u80fd\u529b\u4e0a\u6da8\u5e76\u6ca1\u6709\u4f34\u968f\u6da8\u4ef7\u3002V4-Flash \u4ecd\u7ef4\u6301\u6bcf\u767e\u4e07 token \u8f93\u5165 1 \u5143\u3001\u8f93\u51fa 2 \u5143\u3002<\/p>\n

\u51e0\u4e4e\u540c\u4e00\u65f6\u95f4\uff0cOpenAI \u4e5f\u5728\u964d\u4f4e\u6a21\u578b\u8c03\u7528\u95e8\u69db\u3002\u636e Axios \u62a5\u9053\uff0c\u4e0a\u7ebf\u4ec5 3 \u5468\u7684 GPT-5.6 Luna \u8f93\u5165\u548c\u8f93\u51fa\u4ef7\u683c\u5747\u4e0b\u8c03\u7ea6 80%\uff0cTerra \u4e5f\u964d\u4ef7 20%\u3002\u964d\u4ef7\u540e\u7684 Luna \u6bcf\u767e\u4e07 token \u8f93\u5165 0.2 \u7f8e\u5143\u3001\u8f93\u51fa 1.2 \u7f8e\u5143\u3002<\/p>\n

\u4f46\u4fbf\u5b9c\u7684\u524d\u63d0\u662f\u80fd\u628a\u6d3b\u5e72\u5b8c\u3002Agent \u5f80\u5f80\u8981\u8fde\u7eed\u8c03\u7528\u6a21\u578b\u51e0\u5341\u6b21\uff0c\u4efb\u4f55\u4e00\u6b65\u51fa\u9519\uff0c\u6574\u4e2a\u4efb\u52a1\u90fd\u53ef\u80fd\u8fd4\u5de5\u3002<\/p>\n

\u6240\u4ee5\u8fd9\u6b21\uff0c\u6211\u4eec\u628a DeepSeek V4-Flash \u63a5\u5165\u4e86 Proma\uff0c\u7ed9\u5b83\u5b89\u6392\u4e86 5 \u4e2a\u4ece\u7b80\u5355\u5230\u590d\u6742\u7684\u4efb\u52a1\u3002\u8fc7\u7a0b\u4e2d\u4e0d\u8ffd\u52a0\u63d0\u793a\uff0c\u4e5f\u4e0d\u66ff\u5b83\u5904\u7406\u95ee\u9898\uff0c\u770b\u770b\u5b83\u62ff\u51fa\u7684\u7b2c\u4e00\u7248\u5230\u5e95\u80fd\u4e0d\u80fd\u7528\u3002<\/p>\n

5 \u4e2a\u4efb\u52a1\u8dd1\u4e0b\u6765\uff0cV4-Flash \u7684\u60ca\u559c\u4e0d\u53ea\u662f\u4fbf\u5b9c<\/p>\n

\u7b2c\u4e00\u8f6e\uff0c\u6211\u4eec\u628a\u7231\u8303\u513f\u548c APPSO \u7684 320 \u7bc7\u65e9\u62a5\u6570\u636e\u4ea4\u7ed9 V4-Flash\uff0c\u8ba9\u5b83\u5206\u6790\u4e24\u4e2a\u8d26\u53f7\u7684\u9605\u8bfb\u3001\u4e92\u52a8\u3001\u9009\u9898\u548c\u53d1\u5e03\u8282\u594f\uff0c\u5e76\u628a\u7ed3\u679c\u505a\u6210\u4e00\u4efd\u7f51\u9875\u62a5\u544a\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u67e5\u770b\u6587\u4ef6\u5939\u91cc\u7684\u65e9\u62a5\u6587\u7ae0\u6570\u636e\uff0c\u591a\u7ef4\u5ea6\u5206\u6790\u6570\u636e\uff0c\u7136\u540e\u7ed9\u6211\u6e05\u6670\u660e\u4e86\u7684\u5206\u6790\u62a5\u544a\uff0c\u8f93\u51fa\u4e3a\u4ea4\u4e92\u5f0f\u7684 html<\/p>\n

V4-Flash \u5148\u7528\u51e0\u5f20\u6570\u5b57\u5361\u7247\u4ea4\u4ee3\u6574\u4f53\u60c5\u51b5\uff0c\u518d\u628a\u5185\u5bb9\u62c6\u6210\u8d26\u53f7\u5bf9\u6bd4\u3001\u9605\u8bfb\u8d8b\u52bf\u3001\u4e92\u52a8\u753b\u50cf\u3001\u9009\u9898\u5206\u6790\u3001\u7ed3\u6784\u900f\u89c6\u3001\u7206\u6b3e\u699c\u5355\u548c\u5168\u91cf\u660e\u7ec6\u3002\u9875\u9762\u91cc\u6df7\u7528\u4e86\u67f1\u72b6\u56fe\u3001\u6298\u7ebf\u56fe\u3001\u73af\u5f62\u56fe\u3001\u96f7\u8fbe\u56fe\u548c\u6563\u70b9\u56fe\uff0c\u6563\u70b9\u56fe\u8fd8\u80fd\u5207\u6362\u8d26\u53f7\u3001\u7f29\u653e\u67e5\u770b\u3002<\/p>\n

\u89c6\u89c9\u4e0a\u4e5f\u76f8\u5f53\u6210\u719f\u3002\u6df1\u8272\u80cc\u666f\u3001\u84dd\u9ec4\u8272\u5f3a\u8c03\u8272\u548c\u5361\u7247\u5c42\u7ea7\u4fdd\u6301\u4e00\u81f4\uff0c\u5341\u51e0\u5f20\u56fe\u585e\u5728\u540c\u4e00\u9875\u91cc\uff0c\u4f9d\u7136\u80fd\u4e00\u773c\u5206\u6e05\u91cd\u70b9\u3002\u867d\u7136\u8fd9\u4efd\u62a5\u544a\u5f88\u957f\uff0c\u4f46\u597d\u5728\u5e76\u6ca1\u6709\u660e\u663e\u7684\u62fc\u8d34\u611f\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u6211\u8ba9 DeepSeek V4 \u505a\u4e86\u4e00\u4e2a\u7a0d\u5fae\u590d\u6742\u4e00\u4e9b\u7684\u4efb\u52a1\u2014\u2014\u4e00\u4e2a\u6253\u7816\u5757\u5c0f\u6e38\u620f<\/a>\uff0c\u65e2\u8981\u5904\u7406\u7403\u3001\u6321\u677f\u548c\u7816\u5757\u7684\u78b0\u649e\uff0c\u53c8\u8981\u52a0\u5165\u91cd\u529b\u3001\u52a8\u91cf\u4f20\u9012\u3001\u7816\u5757\u8010\u4e45\u3001\u8fde\u9501\u7206\u70b8\u30014 \u79cd\u9053\u5177\u548c\u7c92\u5b50\u6548\u679c\u3002<\/p>\n

\u5b83\u7ed9\u51fa\u7684\u7ed3\u679c\u610f\u5916\u5730\u8fd8\u4e0d\u9519\uff0c\u666e\u901a\u7816\u3001\u91d1\u5c5e\u7816\u548c\u7206\u70b8\u7816\u5728\u89c6\u89c9\u4e0a\u6709\u660e\u786e\u533a\u5206\uff1b\u91d1\u5c5e\u7816\u88ab\u51fb\u4e2d\u540e\u4f1a\u51fa\u73b0\u88c2\u7eb9\uff0c\u7206\u70b8\u7816\u4f1a\u6ce2\u53ca\u5468\u56f4\u7816\u5757\u3002\u591a\u7403\u3001\u52a0\u5bbd\u6321\u677f\u3001\u7c98\u6027\u6321\u677f\u548c\u6fc0\u5149\u4e5f\u4e0d\u662f\u53ea\u51fa\u73b0\u5728\u8bf4\u660e\u91cc\uff0c\u5b9e\u9645\u6e38\u73a9\u65f6\u90fd\u80fd\u89e6\u53d1\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u8bf7\u4e3a\u6211\u7f16\u5199\u4e00\u4e2a\u5355\u6587\u4ef6 HTML \u683c\u5f0f\u7684\u6253\u7816\u5757\u5c0f\u6e38\u620f\u3002\u8981\u6c42\u4f7f\u7528 HTML5 Canvas \u7ed8\u5236\uff0c\u4e14\u5177\u5907\u4ee5\u4e0b\u6838\u5fc3\u8981\u7d20\uff1a<\/p>\n

\u771f\u5b9e\u7684\u7269\u7406\u5f15\u64ce\uff1a\u7403\u4e0e\u7816\u5757\u3001\u5899\u58c1\u548c\u6321\u677f\u7684\u78b0\u649e\u9075\u5faa\u5f39\u6027\u78b0\u649e\u4e0e\u52a8\u91cf\u5b88\u6052\u3002\u6321\u677f\u79fb\u52a8\u65f6\u7684\u901f\u5ea6\u5e94\u8be5\u80fd\u4f20\u9012\u7ed9\u7403\uff08\u4f8b\u5982\uff1a\u5411\u53f3\u5feb\u901f\u79fb\u52a8\u6321\u677f\u51fb\u7403\u65f6\uff0c\u7403\u4f1a\u83b7\u5f97\u989d\u5916\u7684\u5411\u53f3\u6c34\u5e73\u901f\u5ea6\uff09\u3002\u52a0\u5165\u8f7b\u5fae\u7684\u91cd\u529b\u6548\u679c\uff0c\u4f7f\u8f68\u8ff9\u66f4\u4e30\u5bcc\u3002<\/p>\n

\u7816\u5757\u7c7b\u578b\u4e0e\u751f\u547d\u503c\uff1a\u8bbe\u8ba1\u4e0d\u540c\u989c\u8272\u548c\u8010\u4e45\u5ea6\u7684\u7816\u5757\uff08\u5982\u666e\u901a\u7816\u5757\u9700\u8981\u51fb\u6253 1 \u6b21\uff0c\u91d1\u5c5e\u7816\u5757\u9700\u8981\u51fb\u6253 3 \u6b21\u5e76\u4f34\u6709\u89c6\u89c9\u5f00\u88c2\u6548\u679c\uff0c\u7206\u70b8\u7816\u5757\u88ab\u51fb\u788e\u65f6\u4f1a\u70b8\u6bc1\u5468\u56f4\u7684\u7816\u5757\uff09\u3002<\/p>\n

\u9053\u5177\u7cfb\u7edf\uff1a\u51fb\u788e\u7279\u5b9a\u7816\u5757\u4f1a\u968f\u673a\u6389\u843d\u9053\u5177\uff0c\u5305\u62ec\uff1a\u591a\u7403\u6a21\u5f0f\uff08\u5206\u88c2\u51fa 3 \u4e2a\u7403\uff09\u3001\u6321\u677f\u52a0\u5bbd\u3001\u7c98\u6027\u6321\u677f\uff08\u7403\u78b0\u5230\u6321\u677f\u540e\u5148\u7c98\u4f4f\uff0c\u6309\u7a7a\u683c\u952e\u518d\u53d1\u5c04\uff09\u3001\u4ee5\u53ca\u6fc0\u5149\u5c04\u51fb\uff08\u6321\u677f\u53ef\u4ee5\u53d1\u5c04\u5b50\u5f39\u76f4\u63a5\u6467\u6bc1\u7816\u5757\uff09\u3002<\/p>\n

\u89c6\u89c9\u4e0e\u7279\u6548\uff1a\u5305\u542b\u51fb\u788e\u7816\u5757\u65f6\u7684\u7c92\u5b50\u6563\u843d\u6548\u679c\u3001\u7403\u649e\u51fb\u65f6\u7684\u5fae\u5f31\u5c4f\u5e55\u6296\u52a8\u3001\u6d41\u7545\u7684 60 FPS \u52a8\u753b\uff0c\u4ee5\u53ca\u7b80\u6d01\u73b0\u4ee3\u7684 UI \u754c\u9762\uff08\u8ba1\u5206\u677f\u3001\u751f\u547d\u503c\u663e\u793a\u3001\u6682\u505c\u548c\u91cd\u65b0\u5f00\u59cb\u6309\u94ae\uff09\u3002<\/p>\n

\u4ee3\u7801\u7ed3\u6784\uff1a\u6240\u6709\u7684 HTML\u3001CSS \u548c JavaScript \u4ee3\u7801\u5fc5\u987b\u5168\u90e8\u6253\u5305\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\uff0c\u786e\u4fdd\u53ef\u4ee5\u76f4\u63a5\u53cc\u51fb\u5728\u6d4f\u89c8\u5668\u4e2d\u8fd0\u884c\uff0c\u4e14\u65e0\u5916\u90e8\u4f9d\u8d56\u5e93\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u53c8\u628a\u9898\u76ee\u6362\u6210\u4e86\u4e09\u4f53\u8f68\u9053\u6a21\u62df\u5668\u3002\u8fd9\u7c7b\u9875\u9762\u5f88\u5bb9\u6613\u9760\u661f\u7a7a\u3001\u5149\u7403\u548c\u62d6\u5c3e\u8499\u6df7\u8fc7\u5173\uff0c\u771f\u6b63\u7684\u96be\u70b9\u662f\u7b97\u51fa\u4e09\u9897\u661f\u4f53\u4e0b\u4e00\u79d2\u5404\u81ea\u4f1a\u53bb\u54ea\u91cc\uff0c\u5e76\u8ba9\u8f68\u9053\u6301\u7eed\u8fd0\u884c\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u8bf7\u5199\u4e00\u4e2a\u5355\u6587\u4ef6 HTML \u7684\u4e09\u4f53\u8fd0\u52a8\u8f68\u9053\u4ea4\u4e92\u5f0f\u6a21\u62df\u5668\uff0c\u5177\u4f53\u8981\u6c42\uff1a<\/p>\n

\u7269\u7406\u8ba1\u7b97\uff1a\u4f7f\u7528\u9f99\u683c-\u5e93\u5854\u6cd5\uff08RK4\uff09\u6216 Verlet \u79ef\u5206\u7b97\u6cd5\u6765\u8ba1\u7b97\u4e09\u4e2a\u8d28\u70b9\u5728\u4e07\u6709\u5f15\u529b\u4f5c\u7528\u4e0b\u7684\u8fd0\u52a8\u8f68\u8ff9\u3002\u5141\u8bb8\u7528\u6237\u5b9e\u65f6\u8c03\u6574\u5f15\u529b\u5e38\u6570 G\u3001\u4e09\u4e2a\u8d28\u70b9\u7684\u8d28\u91cf\u3001\u521d\u59cb\u4f4d\u7f6e\u548c\u521d\u59cb\u901f\u5ea6\u77e2\u91cf\u3002<\/p>\n

\u4ea4\u4e92\u4e0e\u63a7\u5236\uff1a\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u9f20\u6807\u62d6\u62fd\u6765\u6539\u53d8\u8d28\u70b9\u7684\u521d\u59cb\u4f4d\u7f6e\uff0c\u6216\u8005\u901a\u8fc7\u8f68\u8ff9\u7ebf\u4e0a\u7684\u7bad\u5934\u8c03\u6574\u521d\u59cb\u901f\u5ea6\u3002\u5305\u542b\u6682\u505c\u3001\u5355\u6b65\u8c03\u8bd5\u3001\u91cd\u7f6e\u3001\u4ee5\u53ca\u5185\u7f6e\u51e0\u79cd\u7ecf\u5178\u7a33\u5b9a\u8f68\u9053\uff08\u5982 figure-8 \u516b\u5b57\u5f62\u8f68\u9053\u3001Lagrange \u8f68\u9053\u7b49\uff09\u7684\u4e00\u952e\u9884\u8bbe\u529f\u80fd\u3002<\/p>\n

\u53ef\u89c6\u5316\u6548\u679c\uff1a\u4f7f\u7528 Canvas \u7ed8\u5236\u8d28\u70b9\u7684\u5b9e\u65f6\u8fd0\u52a8\uff0c\u5e76\u4fdd\u7559\u6e10\u9690\u7684\u8fd0\u52a8\u8f68\u8ff9\u62d6\u5c3e\uff08\u5229\u7528\u534a\u900f\u660e\u80cc\u666f\u5237\u65b0\u5b9e\u73b0\uff09\u3002\u5b9e\u65f6\u663e\u793a\u6bcf\u4e2a\u8d28\u70b9\u7684\u4f4d\u7f6e\u3001\u901f\u5ea6\u548c\u52a0\u901f\u5ea6\u6570\u503c\u3002<\/p>\n

\u4ee3\u7801\u8981\u6c42\uff1a\u5b8c\u5168\u539f\u751f JavaScript \u5b9e\u73b0\uff0c\u65e0\u9700\u5916\u90e8\u5e93\uff0c\u754c\u9762\u8bbe\u8ba1\u7f8e\u89c2\u3001\u5bcc\u6709\u79d1\u6280\u611f\u3002<\/p>\n

V4-Flash \u4ea4\u4ed8\u7684\u9875\u9762\u91c7\u7528\u4e86\u56db\u9636\u9f99\u683c-\u5e93\u5854\u6cd5\uff0c\u4e5f\u5c31\u662f RK4 \u6765\u8ba1\u7b97\u8f68\u9053\u3002\u5b83\u8fd8\u52a0\u5165\u4e86\u5f15\u529b\u8f6f\u5316\uff0c\u907f\u514d\u4e24\u4e2a\u8d28\u70b9\u8ddd\u79bb\u592a\u8fd1\u65f6\u6570\u503c\u7a81\u7136\u7206\u70b8\uff1b\u5f53\u52a0\u901f\u5ea6\u53d8\u5927\u3001\u5929\u4f53\u63a5\u8fd1\u76f8\u9047\u65f6\uff0c\u7a0b\u5e8f\u4f1a\u81ea\u52a8\u628a\u4e00\u4e2a\u8ba1\u7b97\u6b65\u957f\u7ee7\u7eed\u62c6\u7ec6\uff0c\u964d\u4f4e\u8f68\u8ff9\u53d1\u6563\u7684\u6982\u7387\u3002<\/p>\n

\u754c\u9762\u5b8c\u6210\u5ea6\u540c\u6837\u5728\u7ebf\u3002\u4e3b\u8981\u753b\u9762\u7559\u7ed9\u8f68\u9053\uff0c\u590d\u6742\u53c2\u6570\u96c6\u4e2d\u5728\u53f3\u4fa7\uff0c\u72b6\u6001\u4fe1\u606f\u6536\u5728\u5de6\u4e0a\u89d2\uff0c\u6ca1\u6709\u56e0\u4e3a\u63a7\u5236\u9879\u591a\u5c31\u53d8\u6210\u4e00\u5757\u5bc6\u5bc6\u9ebb\u9ebb\u7684\u5de5\u7a0b\u9762\u677f\u3002<\/p>\n

\u7b97\u5b8c\u8f68\u9053\uff0c\u6211\u4eec\u518d\u6362\u4e2a\u65b9\u5411\uff0c\u770b\u770b\u5b83\u7684\u5ba1\u7f8e\u3002\u4efb\u52a1\u662f\u4e00\u5f20\u79d1\u5e7b\u63a7\u5236\u8231\u4eea\u8868\u76d8\uff0c\u4e0d\u4ec5\u8981\u6709\u5b9e\u65f6\u6ce2\u5f62\u3001\u73af\u5f62\u8fdb\u5ea6\u548c\u6eda\u52a8\u65e5\u5fd7\uff0c\u70b9\u51fb\u300c\u8d85\u8f7d\u6a21\u5f0f\u300d\u540e\uff0c\u6574\u5957\u754c\u9762\u8fd8\u8981\u540c\u65f6\u8fdb\u5165\u8b66\u62a5\u72b6\u6001\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u8bf7\u4e3a\u6211\u8bbe\u8ba1\u4e00\u4e2a\u5355\u6587\u4ef6 HTML \u683c\u5f0f\u7684\u672a\u6765\u611f\u79d1\u5e7b\u63a7\u5236\u8231\u4eea\u8868\u76d8\uff08Sci-Fi Dashboard\uff09\u3002\u5177\u4f53\u8981\u6c42\uff1a<\/p>\n

\u89c6\u89c9\u98ce\u683c\uff1a\u6df1\u8272\u8c03\u80cc\u666f\uff0c\u4f7f\u7528\u8367\u5149\u84dd\u3001\u9713\u8679\u7eff\u548c\u8b66\u793a\u6a59\u4f5c\u4e3a\u4e3b\u914d\u8272\u3002\u52a0\u5165\u7f51\u683c\u80cc\u666f\u6697\u7eb9\u3001\u53d1\u5149\u7279\u6548\uff08box-shadow\uff09\u548c\u6570\u5b57\u79d1\u6280\u611f\u5b57\u4f53\u3002<\/p>\n

\u52a8\u6001\u7ec4\u4ef6\uff1a\u5305\u542b\u4e00\u4e2a\u5b9e\u65f6\u6ce2\u5f62\u56fe\uff08\u4f7f\u7528 Canvas \u7ed8\u5236\u7684\u97f3\u9891\u6ce2\u5f62\u6216\u5fc3\u7387\u56fe\u6a21\u62df\uff09\u3001\u51e0\u4e2a\u5e26\u6709\u5e73\u6ed1\u8fc7\u6e21\u52a8\u753b\u7684\u73af\u5f62\u8fdb\u5ea6\u6761\uff08\u5c55\u793a CPU \u5360\u7528\u7387\u3001\u80fd\u6e90<\/a>\u767e\u5206\u6bd4\u7b49\uff09\uff0c\u4ee5\u53ca\u4e00\u4e2a\u4e0d\u65ad\u6eda\u52a8\u7684\u5b9e\u65f6\u65e5\u5fd7\u7ec8\u7aef\uff08Terminal\uff09\u3002<\/p>\n

\u4ea4\u4e92\u63a7\u5236\uff1a\u7528\u6237\u53ef\u4ee5\u70b9\u51fb\u300c\u8d85\u8f7d\u6a21\u5f0f\u300d\u6309\u94ae\uff0c\u6b64\u65f6\u4eea\u8868\u76d8\u6240\u6709\u6307\u793a\u706f\u53d8\u4e3a\u95ea\u70c1\u7684\u7ea2\u8272\uff0c\u6570\u636e\u5237\u65b0\u901f\u5ea6\u52a0\u500d\uff0c\u4e14\u6709\u8b66\u544a\u97f3\u6548\uff08\u7528 Web Audio API \u5408\u6210\uff0c\u65e0\u9700\u5916\u90e8\u97f3\u9891\u6587\u4ef6\uff09\u3002<\/p>\n

\u4ee3\u7801\u89c4\u8303\uff1a\u4f7f\u7528\u54cd\u5e94\u5f0f\u8bbe\u8ba1\uff0c\u6240\u6709 CSS\u3001HTML \u548c JS \u4ee3\u7801\u5fc5\u987b\u5185\u5d4c\u4e8e\u540c\u4e00\u4e2a\u6587\u4ef6\u4e2d\uff0c\u4fdd\u6301\u73b0\u4ee3\u4f18\u96c5\u7684\u89c6\u89c9\u8868\u73b0\u529b\u3002<\/p>\n

V4-Flash \u8fd9\u4e00\u7248\u5374\u505a\u5f97\u50cf\u6a21\u50cf\u6837\uff0c\u633a\u6709\u5185\u5473\u7684\u3002\u5b9e\u65f6\u6ce2\u5f62\u3001\u73af\u5f62\u8fdb\u5ea6\u3001\u80fd\u91cf\u6d41\u3001\u7cfb\u7edf\u72b6\u6001\u548c\u65e5\u5fd7\u7ec8\u7aef\u6709\u6e05\u695a\u7684\u4e3b\u6b21\u5173\u7cfb\uff0c\u53d1\u5149\u6548\u679c\u6ca1\u6709\u76d6\u8fc7\u6570\u636e\u672c\u8eab\u3002\u6ce2\u5f62\u6301\u7eed\u8fd0\u52a8\uff0c\u73af\u5f62\u6570\u5b57\u5e73\u6ed1\u53d8\u5316\uff0c\u7ec8\u7aef\u4e5f\u4f1a\u4e0d\u65ad\u5237\u51fa\u65b0\u7684\u7cfb\u7edf\u65e5\u5fd7\u3002<\/p>\n

\u524d\u9762\u7684\u4efb\u52a1\u90fd\u53ef\u4ee5\u5728\u672c\u5730\u5b8c\u6210\u3002\u6700\u540e\uff0c\u6211\u4eec\u52a0\u5165\u8054\u7f51\u3001\u8c03\u7528 API \u548c\u8bfb\u53d6\u5916\u90e8\u8d44\u6599\uff0c\u8ba9 V4-Flash \u4ece\u4e00\u53e5\u8bdd\u5f00\u59cb\uff0c\u505a\u51fa\u4e00\u4efd\u5f00\u6e90 AI \u9879\u76ee\u5468\u62a5\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u8bf7\u5e2e\u6211\u5199\u4e00\u4e2a Python \u811a\u672c\uff0c\u8c03\u7528 GitHub API \u62c9\u53d6\u8fc7\u53bb 7 \u5929\u5185 Stars \u589e\u957f\u6700\u5feb\u7684 10 \u4e2a\u5f00\u6e90 AI \u9879\u76ee\u3002\u63d0\u53d6\u5b83\u4eec\u7684 README \u6458\u8981\uff0c\u5e76\u81ea\u52a8\u751f\u6210\u4e00\u4efd Markdown \u683c\u5f0f\u7684\u5468\u62a5\u3002<\/p>\n

\u628a\u8fd9\u4e2a\u5468\u62a5\u505a\u6210\u4e00\u4e2a\u7f8e\u89c2\u3001\u6709\u79d1\u6280\u611f\u7684\u7f51\u9875\uff0c\u7565\u6709\u6781\u5ba2\u98ce\uff0c\u7b80\u6d01\u660e\u4e86\u7684\u754c\u9762\u3002<\/p>\n

\u5b83\u521b\u5efa\u4e86 Python \u811a\u672c\uff0c\u5b9e\u9645\u8fd0\u884c\u5e76\u68c0\u67e5\u7ed3\u679c\uff0c\u6700\u7ec8\u4ea4\u4ed8\u4e86\u811a\u672c\u3001Markdown \u5468\u62a5\u548c\u4e00\u4efd JSON \u539f\u59cb\u6570\u636e\uff0c\u4ee5\u53ca\u4e00\u4e2a\u7cbe\u81f4\u7684\u7f51\u9875\u3002<\/p>\n

5 \u4e2a\u4efb\u52a1\u5168\u90e8\u7ed3\u675f\u540e\uff0c\u6211\u56de\u5934\u770b\u4e86\u4e00\u773c\u8d39\u7528\u2014\u2014<\/p>\n

DeepSeek \u540e\u53f0\u4e00\u5171\u8bb0\u5f55\u4e86 393 \u6b21 API \u8bf7\u6c42\uff0c\u7d2f\u8ba1\u6d88\u8017\u7ea6 3422 \u4e07 token\uff0c\u524d\u524d\u540e\u540e\u53ea\u82b1\u4e86 2.85 \u5143\u3002\u6d4b\u8bd5\u524d\u5145\u8fdb\u53bb\u7684 10 \u5143\uff0c\u8fde\u4e09\u5206\u4e4b\u4e00\u90fd\u6ca1\u7528\u5b8c\u3002<\/p>\n

\"\u5b9e\u6d4b<\/p>\n

\u5f53\u5927\u6a21\u578b\u5f00\u59cb\u4ece\u300c\u505a\u5927\u300d\u8f6c\u5411\u300c\u505a\u7cbe\u300d<\/p>\n

5 \u4e2a\u4efb\u52a1\u5f53\u7136\u65e0\u6cd5\u6d4b\u51fa\u4e00\u4e2a\u6a21\u578b\u7684\u5168\u90e8\u80fd\u529b\uff0c\u4f46\u5b83\u4eec\u5df2\u7ecf\u8db3\u591f\u8ba9\u6211\u4eec\u4e00\u7aa5 V4-Flash \u7684\u4f18\u52bf\uff1a\u901f\u5ea6\u5feb\u3001\u4ef7\u683c\u4f4e\uff0c\u4e5f\u80fd\u628a\u4e00\u6bb5\u542b\u7cca\u3001\u62bd\u8c61\u7684\u8981\u6c42\u53d8\u6210\u5b8c\u6574\u3001\u53ef\u64cd\u4f5c\u7684\u6210\u54c1\u3002<\/p>\n

\u8fc7\u53bb\u51e0\u5e74\uff0cAI \u884c\u4e1a\u4e3b\u8981\u9075\u5faa Scaling Law\uff1a\u6a21\u578b\u53c2\u6570\u66f4\u591a\u3001\u8bad\u7ec3\u6570\u636e\u66f4\u5927\u3001\u6295\u5165\u7b97\u529b\u66f4\u9ad8\uff0c\u80fd\u529b\u901a\u5e38\u4e5f\u4f1a\u968f\u4e4b\u63d0\u5347\u3002<\/p>\n

\u534e\u4e3a<\/a>\u4f55\u5ead\u6ce2\u63d0\u51fa\u7684\u300c\u97ec\uff08\u03c4\uff09\u5b9a\u5f8b\u300d\uff0c\u4ee3\u8868\u7684\u5219\u662f\u53e6\u4e00\u79cd\u601d\u8def\u2014\u2014\u5f53\u51e0\u4f55\u7f29\u5fae\u8d8a\u6765\u8d8a\u56f0\u96be\uff0c\u5c31\u628a\u4f18\u5316\u8303\u56f4\u4ece\u5355\u4e2a\u5668\u4ef6\u6269\u5c55\u5230\u7535\u8def\u3001\u82af\u7247<\/a>\u548c\u6574\u4e2a\u7cfb\u7edf\uff0c\u901a\u8fc7\u7f29\u77ed\u4fe1\u53f7\u4f20\u64ad\u65f6\u95f4\u3001\u63d0\u9ad8\u534f\u540c\u6548\u7387\uff0c\u7ee7\u7eed\u6316\u6398\u6027\u80fd\u3002<\/p>\n

\u4e24\u8005\u8ba8\u8bba\u7684\u5e76\u4e0d\u662f\u540c\u4e00\u4e2a\u6280\u672f\u95ee\u9898\uff0c\u5374\u4ee3\u8868\u4e86\u4e24\u79cd\u4e0d\u540c\u7684\u53d1\u5c55\u8def\u5f84\uff1a\u4e00\u6761\u7ee7\u7eed\u6269\u5927\u89c4\u6a21\uff0c\u53e6\u4e00\u6761\u60f3\u529e\u6cd5\u8ba9\u73b0\u6709\u7cfb\u7edf\u8fd0\u884c\u5f97\u66f4\u6709\u6548\u7387\u3002<\/p>\n

V4-Flash \u8fd9\u6b21\u7684\u53d8\u5316\uff0c\u66f4\u63a5\u8fd1\u540e\u4e00\u79cd\u601d\u8def\u3002\u6a21\u578b\u7ed3\u6784\u548c\u5c3a\u5bf8\u6ca1\u6709\u53d8\u5316\uff0c\u4ec5\u9760\u540e\u8bad\u7ec3\uff0c\u5b83\u5728\u4ee3\u7801\u3001\u5de5\u5177\u8c03\u7528\u548c\u8fde\u7eed\u6267\u884c\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u5c31\u6709\u4e86\u660e\u663e\u63d0\u5347\u3002\u5b83\u6ca1\u6709\u5426\u5b9a Scaling Law\uff0c\u53ea\u662f\u8bf4\u660e\u7ee7\u7eed\u5806\u53c2\u6570\u4e4b\u5916\uff0c\u6570\u636e\u8d28\u91cf\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u63a8\u7406\u7b56\u7565<\/a>\u548c\u8bad\u7ec3\u65b9\u6cd5\uff0c\u4f9d\u7136\u53ef\u4ee5\u4ece\u73b0\u6709\u6a21\u578b\u91cc\u6316\u51fa\u66f4\u591a\u80fd\u529b\u3002<\/p>\n<\/p>\n

\u65e0\u72ec\u6709\u5076\uff0cOpenAI \u4eca\u5929\u4e5f\u5ba3\u5e03 GPT-5.6 \u7cfb\u5217\u6a21\u578b\u5927\u5e45\u964d\u4ef7\u3002\u9876\u7ea7\u6a21\u578b\u7684\u7ade\u4e89\uff0c\u6b63\u5728\u4ece\u5355\u7eaf\u6bd4\u62fc\u80fd\u529b\u4e0a\u9650\uff0c\u8f6c\u5411\u540c\u65f6\u4e89\u593a\u300c\u667a\u4ef7\u6bd4\u300d\u3002<\/p>\n

\u6a21\u578b\u5382\u5546\u4e4b\u95f4\u7684\u4ef7\u683c\u6218\u5df2\u7ecf\u5168\u9762\u5c55\u5f00\u3002\u5bf9\u5382\u5546\u800c\u8a00\uff0c\u8fd9\u4f1a\u7ee7\u7eed\u538b\u7f29\u5229\u6da6\u7a7a\u95f4\uff0c\u5e76\u52a0\u901f\u884c\u4e1a\u6d17\u724c\uff1b\u4f46\u5bf9\u5f00\u53d1\u8005\u548c\u666e\u901a\u7528\u6237\u800c\u8a00\uff0c\u6a21\u578b\u4ef7\u683c\u4e0b\u964d\u610f\u5473\u7740 Agent \u53ef\u4ee5\u8c03\u7528\u66f4\u591a\u6b21\u3001\u601d\u8003\u66f4\u957f\u65f6\u95f4\uff0c\u4e5f\u80fd\u627f\u62c5\u8fc7\u53bb\u56e0\u6210\u672c\u8fc7\u9ad8\u800c\u65e0\u6cd5\u843d\u5730\u7684\u4efb\u52a1\u3002<\/p>\n

\u5f53\u6a21\u578b\u80fd\u529b\u7ee7\u7eed\u63d0\u5347\uff0c\u8c03\u7528\u6210\u672c\u6301\u7eed\u4e0b\u964d\uff0c\u771f\u6b63\u88ab\u6253\u5f00\u7684\uff0c\u6216\u8bb8\u4e0d\u53ea\u662f\u4e00\u4e2a\u66f4\u4fbf\u5b9c\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u800c\u662f\u4e00\u4e2a\u53ef\u4ee5\u957f\u65f6\u95f4\u8fd0\u884c\u3001\u53cd\u590d\u8bd5\u9519\uff0c\u5e76\u771f\u6b63\u66ff\u4eba\u5b8c\u6210\u590d\u6742\u5de5\u4f5c\u7684 Agent \u65f6\u4ee3\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u79d1\u6280\u5708\u7684\u523a\u6fc0\uff0c\u603b\u662f\u6765\u5f97\u731d\u4e0d\u53ca\u9632\u3002 \u540c\u4e00\u5929\uff0c\u4e24\u5bb6\u5927\u6a21\u578b\u9886\u57df\u7684\u7edd\u5bf9\u9876\u6d41\uff0c\u4e0d\u7ea6\u800c\u540c\u5730\u4e22\u51fa\u4e86\u81ea\u5df1\u7684\u91cd\u78c5\u70b8\u5f39\u3002\u4e00\u8fb9\u662f O […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[378,23,321,88,29,339],"views":5,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/820868"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=820868"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/820868\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=820868"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=820868"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=820868"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}