\u53ef\u89c1\u6570\u636e\u628a Agent \u7684\u7ade\u4e89\u91cd\u70b9\u4ece\u201c\u8c03\u7528\u6b21\u6570\u201d\u63a8\u5411\u6301\u7eed\u8fd0\u884c\u7684\u8c03\u7528\u6df1\u5ea6\u548c\u6a21\u578b\u53ef\u66ff\u6362\u6027\u3002@MaxForAI \u8f6c\u8ff0\u7684 a16z\/OpenRouter \u6570\u636e\u79f0\uff0cAgent Token \u6d88\u8017\u63a5\u8fd1\u4eba\u5de5\u76f4\u63a5\u8c03\u7528\u7684 5 \u500d\uff0c\u81ea 2 \u6708\u589e\u957f\u7ea6 14 \u500d\uff0c\u5176\u4e2d 85% \u4ee5\u4e0a\u662f Cached Prompt\uff1bOpenAI \u4f01\u4e1a\u5ba2\u6237\u4e2d\uff0cCodex \u5df2\u5360 Codex \u4e0e ChatGPT \u5408\u8ba1\u8f93\u51fa Token \u7684 64%\uff0c\u6cd5\u5f8b\u3001\u9500\u552e\u548c\u62db\u8058\u7684 Codex \u5468\u6d3b\u589e\u957f\u4e5f\u660e\u663e\u5feb\u4e8e\u5de5\u7a0b\u3002\u53e6\u4e00\u4e2a\u6765\u81ea Vercel AI Gateway \u7684\u53ef\u89c1\u4fe1\u53f7\u662f\uff0c\u5f00\u653e\u6743\u91cd\u6a21\u578b Token \u5360\u6bd4\u4ece 6 \u6708 24 \u65e5\u7684 28.4% \u5347\u5230 8 \u6708 22 \u65e5\u7684 62%\u3002\u8fd9\u4ecd\u662f\u5e73\u53f0\u4fa7\u6837\u672c\uff0c\u4e0d\u7b49\u4e8e\u5168\u884c\u4e1a\u4efd\u989d\uff0c\u4f46\u8bf4\u660e\u5de5\u4f5c\u6d41\u6b63\u5728\u8981\u6c42 Agent \u80fd\u5207\u6362\u4e0d\u540c\u6a21\u578b\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
Instant \u5b98\u65b9\u5ba3\u5e03\u6574\u4e2a\u56e2\u961f\u52a0\u5165 OpenAI\uff0c\u516c\u5f00\u4fe1\u606f\u663e\u793a\u8fd9\u652f\u56e2\u961f\u6b64\u524d\u505a\u7684\u662f\u9762\u5411 AI Coding\/Agent \u7684\u540e\u7aef\u57fa\u7840\u8bbe\u65bd\uff0c\u8986\u76d6\u6570\u636e\u5e93\u3001\u8ba4\u8bc1\u3001\u6743\u9650\u3001\u5b58\u50a8\u3001\u5b9e\u65f6\u540c\u6b65\u548c\u79bb\u7ebf\u7f13\u5b58\u3002@MaxForAI \u8f6c\u8ff0\u79f0\uff0cInstant \u5df2\u6709\u8d85\u8fc7 1 \u4e07 GitHub Star\uff0c\u5b98\u65b9\u8fd8\u79f0\u670d\u52a1\u8fc7 1.7 \u4e07\u7528\u6237\u300140 \u4e07\u4e2a App\u3001\u5904\u7406 25 \u4ebf\u7b14\u4ea4\u6613\uff1b\u8fd9\u4e9b\u6570\u5b57\u5728\u65e5\u62a5\u4e2d\u4ec5\u4f5c\u4e3a\u539f\u5e16\u53ef\u89c1\u4fe1\u606f\u4fdd\u7559\u3002Instant Cloud \u8ba1\u5212\u7ee7\u7eed\u652f\u6301\u73b0\u6709\u5e94\u7528\u7ea6 12 \u4e2a\u6708\u3001\u5907\u4efd\u4fdd\u7559\u7ea6 24 \u4e2a\u6708\uff0c\u5f00\u6e90\u7248\u672c\u53ef\u7ee7\u7eed self-host\u3002\u5b98\u65b9\u6ca1\u6709\u516c\u5e03\u4ea4\u6613\u91d1\u989d\uff0c\u4e5f\u6ca1\u6709\u660e\u786e\u8bf4\u8fd9\u662f\u5b8c\u6574\u6536\u8d2d\uff0c\u786e\u5b9a\u4e8b\u5b9e\u662f\u201c\u56e2\u961f\u52a0\u5165 OpenAI\u201d\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
Ox Alpha \u5df2\u51fa\u73b0\u4ece\u201c\u80fd\u804a\u5929\u201d\u8d70\u5411\u201c\u76f4\u63a5\u5b8c\u6210\u89c6\u89c9\u4ee3\u7801\u4efb\u52a1\u201d\u7684\u53ef\u89c1\u4fe1\u53f7\u3002@op7418 \u7528\u53c2\u8003\u56fe\u8981\u6c42\u5b83\u4ee5 WebGL \u8fd8\u539f\u7f51\u9875\uff0c\u79f0\u5176\u505a\u51fa\u4e86 3D \u73bb\u7483\u6750\u8d28\u3001\u900f\u89c6\u3001\u6587\u5b57\u4f4d\u7f6e\u548c\u6392\u7248\u7ec6\u8282\uff0c\u5e76\u8fdb\u4e00\u6b65\u4e0e DeepSeek V4 Flash\u3001Vision EXP\u3001Claude Fable 5 \u505a\u540c\u63d0\u793a\u8bcd\u5bf9\u6bd4\uff1b@NousResearch \u5219\u5ba3\u5e03 Ox Alpha \u5728 Nous Portal \u9650\u65f6\u514d\u8d39\u3002\u4e0e\u6b64\u540c\u65f6\uff0c@oran_ge \u53cd\u9988\u56fd\u4ea7 Flash \u7ea7\u6a21\u578b\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u53ef\u80fd\u957f\u65f6\u95f4\u601d\u8003\u3001\u5f88\u4e45\u624d\u8f93\u51fa\uff0c\u8fd9\u63d0\u793a\u80fd\u529b\u5c55\u793a\u548c\u5b9e\u9645\u4ea4\u4e92\u6548\u7387\u4ecd\u9700\u5206\u5f00\u8bc4\u4ef7\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
@MaxForAI \u8f6c\u8ff0 @percyliang \u7684\u516c\u5f00\u4fe1\u606f\u79f0\uff0cMarin 535B-A23B \u5df2\u5f00\u59cb\u8bad\u7ec3\uff1a\u603b\u53c2\u6570 535B\u3001\u6fc0\u6d3b\u53c2\u6570 23B\uff0c\u8ba1\u5212\u4f7f\u7528 18.75T tokens\u300111 \u5957 GB200 NVL72\uff0c\u8fde\u7eed\u7ea6 3 \u4e2a\u6708\uff0c\u9884\u8ba1\u8ba1\u7b97\u91cf\u7ea6 2.7e24 FLOPs\u3002\u9879\u76ee\u5728\u6b63\u5f0f\u8bad\u7ec3\u524d\u5148\u8dd1\u4e86 4 \u7ea7 Scaling Ladder\uff0c\u5e76\u8ba1\u5212\u6301\u7eed\u516c\u5f00\u8bad\u7ec3\u66f2\u7ebf\u3001\u6570\u636e\u3001\u5b9e\u9a8c\u8bb0\u5f55\u548c\u5de5\u7a0b\u95ee\u9898\u3002\u8fd9\u91cc\u7684\u786e\u5b9a\u4fe1\u606f\u662f\u8bad\u7ec3\u65b9\u6848\u548c\u516c\u5f00\u8fc7\u7a0b\uff1b\u6a21\u578b\u6700\u7ec8\u80fd\u529b\u4ecd\u9700\u7b49\u8bad\u7ec3\u53ca\u540e\u8bad\u7ec3\u7ed3\u679c\u9a8c\u8bc1\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
\u6765\u81ea\u793e\u5a92\u8f6c\u8ff0\u7684\u4e24\u6761\u4fe1\u606f\u5171\u540c\u6307\u5411\u540c\u4e00\u73b0\u5b9e\uff1aAI \u57fa\u7840\u8bbe\u65bd\u7684\u74f6\u9888\u5df2\u4e0d\u53ea\u662f GPU \u6570\u91cf\u3002\u5173\u4e8e\u5185\u8499\u53e4\u4e4c\u5170\u5bdf\u5e03\uff0c@MaxForAI \u8f6c\u8ff0\u79f0\u5f53\u5730\u5df2\u6709\u8fd1 100 \u4e2a\u6570\u636e\u4e2d\u5fc3\u6295\u5165\u8fd0\u8425\u6216\u5f00\u5de5\uff0c\u4f01\u4e1a\u627f\u8bfa\u7684\u89c4\u5212\u5bb9\u91cf\u8fbe 12.5GW\uff0c\u8fc7\u53bb\u4e00\u5e74\u5ba3\u5e03\u7684\u90e8\u5206\u8d85\u8fc7 70%\uff1b\u4f46\u5f53\u5730\u964d\u6c34\u5c11\u3001\u4f9b\u6c34\u7d27\u5f20\uff0c\u7535\u529b\u4e2d\u4ecd\u6709\u7ea6 37% \u6765\u81ea\u7164\u70ad\u3002\u53e6\u4e00\u6761\u8f6c\u8ff0\u79f0\uff0cNvidia Vera Rubin \u548c Grace Blackwell \u7cfb\u7edf\u7684\u90e8\u5206 AI \u670d\u52a1\u5668\u53ef\u80fd\u56e0 DRAM \u6210\u672c\u4e0a\u5347\u800c\u6da8\u4ef7\u8d85\u8fc7 15%\u3002\u4e24\u8005\u5747\u662f\u535a\u4e3b\u5f15\u7528 Wired\/Bloomberg \u7b49\u5916\u90e8\u62a5\u9053\u540e\u7684\u53ef\u89c1\u4fe1\u53f7\uff0c\u4e0d\u80fd\u66ff\u4ee3\u539f\u59cb\u62a5\u9053\u6838\u9a8c\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
@Gorden_Sun \u8f6c\u8ff0\u7684\u4e00\u9879\u7814\u7a76\u53d1\u73b0\uff0c\u90e8\u5206\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u53ef\u80fd\u8bb0\u4f4f\u516c\u5f00\u9898\u5e93\uff0c\u800c\u4e0d\u662f\u5b8c\u6574\u542c\u61c2\u97f3\u9891\uff1a\u5f55\u97f3\u4e2d\u88ab\u9759\u97f3\u7684\u6570\u5b57\u4ecd\u88ab\u5199\u51fa\uff0c\u539f\u59cb\u5f55\u97f3\u91cc\u7684\u6f0f\u5b57\u4e5f\u4f1a\u88ab\u6a21\u578b\u7167\u6284\uff1b\u6362\u6210\u5168\u65b0\u5f55\u97f3\u6216\u58f0\u97f3\u540e\uff0c\u539f\u5148\u7684\u9ad8\u5206\u660e\u663e\u4e0b\u964d\u3002\u4e0e\u6b64\u540c\u65f6\uff0cPatronus AI \u7684 FigmaTrace \u6536\u96c6\u4e86 200 \u591a\u5c0f\u65f6\u8bbe\u8ba1\u5e08\u5728 Figma \u4e2d\u4ece\u8349\u56fe\u3001\u6392\u7248\u5230\u7ec6\u8282\u4fee\u6539\u7684\u64cd\u4f5c\u8bb0\u5f55\uff0c\u5e76\u6309\u8bbe\u8ba1\u9636\u6bb5\u5207\u5206\uff0c\u4f5c\u4e3a AI \u5b66\u4e60\u8bbe\u8ba1\u610f\u56fe\u7684\u5f00\u653e\u7d20\u6750\u3002\u4e24\u6761\u4fe1\u53f7\u90fd\u8bf4\u660e\uff0c\u8bc4\u4f30\u4e0e\u8bad\u7ec3\u4e0d\u80fd\u53ea\u770b\u9759\u6001\u7ed3\u679c\uff0c\u8fd8\u8981\u68c0\u67e5\u6570\u636e\u6cc4\u6f0f\u3001\u8fc7\u7a0b\u884c\u4e3a\u548c\u5bf9\u65b0\u6837\u672c\u7684\u6cdb\u5316\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
@Gorden_Sun \u8f6c\u8ff0\u5bf9\u975e\u6280\u672f\u4eb2\u53cb\u7684\u89c2\u5bdf\uff1a\u6709\u4eba\u5df2\u7ecf\u7528 AI \u505a\u7f51\u9875\u5e94\u7528\u5e76\u8ba2\u9605\u9ad8\u4ef7\u5957\u9910\uff0c\u5f8b\u5e08\u6bcf\u5929\u4f7f\u7528 AI\uff0c\u5374\u66f4\u504f\u597d\u4e2a\u4eba\u7248 ChatGPT\/Claude \u800c\u4e0d\u662f\u516c\u53f8\u6279\u51c6\u7684 Copilot\uff1b\u836f\u5242\u5e08\u6240\u5728\u533b\u9662\u5df2\u91c7\u8d2d AI \u81ea\u52a8\u53d1\u836f\u673a\u5668\u4eba\uff0c\u4e5f\u52a0\u5267\u4e86\u88ab\u66ff\u4ee3\u7126\u8651\u3002\u89c2\u5bdf\u4e2d\u51e0\u4e4e\u6ca1\u4eba\u5173\u5fc3\u6a21\u578b\u540d\u79f0\u3001\u63a8\u7406\u7b49\u7ea7\u6216 Agent \u6982\u5ff5\uff0c\u91cd\u5ea6\u7528\u6237\u6700\u5728\u610f\u7684\u662f\u201c\u628a\u5de5\u4f5c\u641e\u5b9a\u201d\uff1b\u6d88\u8d39\u7ea7\u4ea7\u54c1\u4f53\u9a8c\u9886\u5148\uff0c\u4e5f\u8ba9\u7528\u6237\u7ed5\u5f00\u4f01\u4e1a\u6279\u51c6\u5de5\u5177\u3002\u8fd9\u4e2a\u6837\u672c\u53cd\u6620\u7684\u662f\u793e\u5a92\u53ef\u89c1\u7684\u4e2a\u4eba\u89c2\u5bdf\uff0c\u4e0d\u662f\u603b\u4f53\u8c03\u67e5\uff0c\u4f46\u6e05\u695a\u5448\u73b0\u4e86\u6280\u672f\u5708\u8ba8\u8bba\u4e0e\u771f\u5b9e\u4f7f\u7528\u4e4b\u95f4\u7684\u843d\u5dee\u3002<\/p>\n
\u6765\u6e90\uff1a<\/p>\n
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\u6765\u6e90\uff1a<\/p>\n
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