{"id":266,"date":"2026-11-09T21:28:50","date_gmt":"2026-11-09T13:28:50","guid":{"rendered":"https:\/\/gmrea.com\/?p=266"},"modified":"2026-11-09T21:28:50","modified_gmt":"2026-11-09T13:28:50","slug":"%e5%91%a8%e4%b8%80%e4%ba%a4%e7%9a%84%e6%98%af%e5%9c%b0%e5%9f%ba%ef%bc%9a%e8%b0%b7%e6%ad%8c%e6%8b%86-tpu%e3%80%81anthropic-%e4%b9%b0%e7%94%b5%e5%8e%82%e3%80%81%e5%a4%87%e6%a1%88%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/gmrea.com\/?p=266","title":{"rendered":"\u5468\u4e00\u4ea4\u7684\u662f\u5730\u57fa\uff1a\u8c37\u6b4c\u62c6 TPU\u3001Anthropic \u4e70\u7535\u5382\u3001\u5907\u6848\u7cfb\u7edf\u6362\u65b0\u7248\u2014\u201411 \u6708 9 \u65e5\u79d1\u6280\u4fa7\u8bb0\uff0815 \u6761\uff09"},"content":{"rendered":"

11 \u6708 9 \u65e5\u662f\u5468\u4e00\uff0c\u5f53\u5929\u6ca1\u6709\u4e00\u573a\u5237\u5c4f\u7684\u53d1\u5e03\u4f1a\uff0c\u4f46\u628a\u6d41\u51fa\u6765\u7684\u62a5\u9053\u644a\u5f00\u770b\uff0c\u4e3b\u7ebf\u53cd\u800c\u6bd4\u5468\u672b\u6e05\u695a\uff1aAI \u516c\u53f8\u5df2\u7ecf\u4e0d\u6ee1\u8db3\u4e8e\u300c\u4e70\u7b97\u529b\u300d\uff0c\u5f00\u59cb\u76f4\u63a5\u4e70\u4e0b\u7b97\u529b\u4e0a\u6e38\u7684\u4e1c\u897f\u2014\u2014\u53d1\u7535\u673a\u8ba2\u5355\u3001\u4e13\u7528\u82af\u7247\u3001\u673a\u67b6\u91cc\u7684\u4e92\u8fde\u4f4d\u7f6e\uff0c\u4e43\u81f3\u8f68\u9053\u4e0a\u7684\u7b97\u529b\u8282\u70b9\u3002\u8c37\u6b4c\u628a TPU \u4e00\u6b21\u62c6\u6210\u56db\u6b3e\uff0cAnthropic \u82b1 34 \u4ebf\u7f8e\u5143\u63a5\u624b 1.7 \u5409\u74e6\u71c3\u6c14\u53d1\u7535\u673a\u8ba2\u5355\uff0c\u53f0\u79ef\u7535\u88ab\u4f20\u8981\u66ff\u82f1\u4f1f\u8fbe\u505a 3D DRAM\uff08\u5f53\u5929\u5426\u8ba4\uff09\uff0c\u82f1\u4f1f\u8fbe\u5728\u9996\u5c14\u628a\u97e9\u56fd\u81ea\u7814 NPU \u63a5\u8fdb\u81ea\u5df1\u7684 NVLink \u673a\u67dc\uff1b\u56fd\u5185\u8fd9\u8fb9\uff0c\u300c\u661f\u4e91\u661f\u5ea7\u8ba1\u5212\u300d\u628a\u7b97\u529b\u7f51\u5199\u5230\u4e86\u5929\u4e0a\u3002\u53e6\u4e00\u5934\u662f\u89c4\u5219\u4e0e\u4ea7\u54c1\u540c\u65e5\u843d\u5730\uff1a\u7f51\u4fe1\u529e\u65b0\u7248\u5907\u6848\u7cfb\u7edf\u4eca\u5929\u4e0a\u7ebf\uff0c\u5343\u95ee\u529e\u516c 2.0 \u628a\u667a\u80fd\u4f53\u653e\u8fdb\u5de5\u4f5c\u7fa4\uff0cMistral \u628a\u4e07\u4ebf\u53c2\u6570\u6743\u91cd\u6446\u4e0a Hugging Face \u5374\u5728\u8bb8\u53ef\u8bc1\u91cc\u7559\u4e86\u4e00\u9053\u95e8\u3002\u672c\u7bc7 15 \u6761\uff08\u56fd\u9645 9\uff0f\u56fd\u5185 6\uff09\uff0c\u5168\u90e8\u91cd\u65b0\u8868\u8ff0\u5e76\u9644\u539f\u59cb\u51fa\u5904\uff0c\u9009\u9898\u4e0e\u672c\u7ad9 11 \u6708 6 \u65e5\u4e09\u7bc7\u300111 \u6708 7 \u65e5\u300111 \u6708 8 \u65e5\u4e24\u7bc7\u4e0d\u91cd\u53e0\uff1b\u51e1\u5c5e\u4f20\u95fb\u3001\u8d77\u8bc9\u6307\u63a7\u6216\u5382\u5546\u81ea\u6d4b\u7684\u6570\u636e\uff0c\u5747\u6309\u300c\u672a\u8bc1\u5b9e\u300d\u53e3\u5f84\u5199\u660e\u3002<\/p>\n

\u4e00\u3001\u7b97\u529b\u4e0e\u80fd\u6e90\uff1a\u4ece\u4e70\u82af\u7247\u5230\u4e70\u7535\u5382\uff0c\u518d\u94fa\u5230\u5929\u4e0a\uff086 \u6761\uff09<\/h2>\n

1. \u4e00\u5e74\u4ece\u4e00\u4ee3\u53d8\u56db\u6b3e\uff1a\u8c37\u6b4c\u628a TPU \u6309\u300c\u8c01\u5728\u7528\u300d\u91cd\u65b0\u5207\u4e86\u4e00\u904d<\/h3>\n

alphabet \u5468\u4e00\u5ba3\u5e03\u6269\u5145\u81ea\u7814\u5f20\u91cf\u5904\u7406\u5668\u9635\u5bb9\uff0c\u65b0\u589e TPU 8tx \u4e0e TPU 8i Max \u4e24\u4e2a\u914d\u7f6e\uff0c\u4ea7\u54c1\u7ebf\u7531\u6b64\u6269\u5230\u56db\u6b3e\u3002\u4e24\u6b3e\u90fd\u4e0d\u662f\u91cd\u65b0\u6d41\u7247\uff0c\u800c\u662f\u5728\u7b2c\u516b\u4ee3 TPU \u57fa\u7840\u4e0a\u6309\u5ba2\u6237\u9700\u6c42\u91cd\u914d\uff1a8tx \u51b2\u7684\u662f\u673a\u5bc6\u8ba1\u7b97\uff0c\u6570\u636e\u5728\u5185\u5b58\u4e2d\u5904\u7406\u65f6\u4fdd\u6301\u52a0\u5bc6\uff0c\u9762\u5411\u653f\u5e9c\u673a\u6784\u4e0e\u91d1\u878d\u3001\u533b\u7597\u8fd9\u7c7b\u53d7\u76d1\u7ba1\u884c\u4e1a\uff0c\u5e76\u4e0e AMD \u7684 CPU \u534f\u540c\u5de5\u4f5c\uff1b8i Max \u628a\u4e24\u9897 TPU \u5c01\u88c5\u5230\u4e00\u8d77\u6362\u66f4\u5927\u7684\u7b97\u529b\u4e0e\u5185\u5b58\u7a7a\u95f4\uff0c\u4e13\u95e8\u4f3a\u5019\u8d85\u957f\u4e0a\u4e0b\u6587\u7684\u5e94\u7528\u2014\u2014\u836f\u7269\u7814\u53d1\u3001\u6570\u5b66\u63a8\u6f14\u3001\u5199\u4ee3\u7801\uff0c\u90fd\u5403\u8fd9\u4e00\u53e3\u3002\u82af\u7247\u4e1a\u52a1\u8d1f\u8d23\u4eba Amin Vahdat \u7ed9\u7684\u5224\u65ad\u5f88\u76f4\u767d\uff1a\u672a\u6765\u5c5e\u4e8e\u4e13\u7528\u5316\uff0c\u4e13\u4e1a\u5206\u5de5\u5e26\u6765\u7684\u6536\u76ca\u8fd8\u8fdc\u6ca1\u5403\u5b8c\u3002\u8282\u594f\u53d8\u5316\u6bd4\u53c2\u6570\u66f4\u503c\u5f97\u8bb0\uff1a\u8c37\u6b4c\u8fc7\u53bb\u5927\u81f4\u4e24\u5e74\u63a8\u4e00\u4ee3 AI \u5904\u7406\u5668\uff0c\u4eca\u5e74\u5148\u540c\u65f6\u53d1\u4e86\u4e24\u4ee3\uff0c\u73b0\u5728\u53c8\u5728\u540c\u4e00\u5e74\u8ffd\u52a0\u4e24\u6b3e\u53d8\u4f53\uff0c\u4e24\u6b3e\u65b0\u54c1\u9884\u8ba1\u660e\u5e74\u4e0a\u5e02\u3002\u5f6d\u535a\u884c\u4e1a\u7814\u7a76\u7684\u53e3\u5f84\u662f\uff0cTPU \u76f8\u5173\u82af\u7247\u3001\u8f6f\u4ef6\u4e0e\u786c\u4ef6\u9500\u552e\u989d\u4eca\u5e74\u7ea6 120 \u4ebf\u7f8e\u5143\uff0c\u5230 2028 \u5e74\u53ef\u80fd\u8d85\u8fc7 1350 \u4ebf\u7f8e\u5143\uff1b\u5206\u6790\u5e08 Mandeep Singh \u79f0\u5176\u4ef7\u683c\u6bd4\u82f1\u4f1f\u8fbe GPU \u4f4e\u7ea6 30% \u800c\u6570\u636e\u541e\u5410\u76f8\u5f53\u3002\u5ba2\u6237\u540d\u5355\u91cc\u5df2\u6709\u82f9\u679c\u3001Meta\u3001\u7532\u9aa8\u6587\u3001Anthropic \u4e0e Jump Trading\uff0cOpenAI \u4e5f\u6709\u91c7\u8d2d\u8ba1\u5212\uff1bJump Trading \u90e8\u7f72\u4e86\u6570\u5343\u5757 TPU \u505a\u8bad\u7ec3\uff0c\u5176 CTO \u4ecd\u5f3a\u8c03\u4e3b\u529b\u9009\u62e9\u662f\u82f1\u4f1f\u8fbe\uff0c\u53ea\u662f\u90e8\u5206\u4efb\u52a1\u4e0a TPU \u8868\u73b0\u7a81\u51fa\u3002\u80cc\u666f\u522b\u5fd8\u4e86\uff1a\u5e02\u573a\u5bf9 AI \u57fa\u5efa\u6295\u8d44\u653e\u7f13\u7684\u62c5\u5fe7\u521a\u8ba9\u79d1\u6280\u80a1\u9707\u8361\uff0c\u7f8e\u56fd\u4e2d\u671f\u9009\u4e3e\u540e\u6570\u636e\u4e2d\u5fc3\u9879\u76ee\u53c8\u6dfb\u4e86\u653f\u7b56\u53d8\u6570\uff0c\u800c\u82f1\u4f1f\u8fbe\u7684\u4f9b\u8d27\u4ecd\u8ffd\u4e0d\u4e0a\u9700\u6c42\u2014\u2014\u8fd9\u4e2d\u95f4\u7684\u7a7a\u9699\uff0c\u5c31\u662f\u8c37\u6b4c\u62ff\u4e13\u7528\u5316\u53bb\u586b\u7684\u5730\u65b9\u3002TPU \u5341\u4f59\u5e74\u524d\u8d77\u6b65\uff0c\u8bbe\u8ba1\u4e00\u76f4\u6709\u535a\u901a\u53c2\u4e0e\u3002<\/p>\n

\u6765\u6e90\uff1a\u817e\u8baf\u65b0\u95fb\uff0fIT \u4e4b\u5bb6\u00b7\u8c37\u6b4c\u6269\u5145 TPU \u9635\u5bb9\uff0811-09\uff0c\u8f6c\u5f6d\u535a\uff09<\/a> \uff5c \u7f51\u6613\uff0f\u534e\u5c14\u8857\u89c1\u95fb\u00b7\u56db\u6b3e TPU \u4e0e 1350 \u4ebf\u7f8e\u5143\u9884\u6d4b\uff0811-09\uff09<\/a> \uff5c \u65b0\u6d6a\u8d22\u7ecf\u00b7\u4e24\u6b3e\u65b0\u914d\u7f6e\u4e0e AMD \u534f\u540c\uff0811-09\uff09<\/a> \uff5c \u817e\u8baf\u65b0\u95fb\uff0f\u949b\u5a92\u4f53\u00b7\u4e0a\u5e02\u65f6\u95f4\u4e0e\u9500\u552e\u989d\u53e3\u5f84<\/a><\/p>\n

2. 34 \u4ebf\u7f8e\u5143\u4e70\u7684\u4e0d\u662f\u7535\uff0c\u662f\u63d2\u961f\u6743\uff1aAnthropic \u63a5\u4e0b 1.7 \u5409\u74e6\u53d1\u7535\u673a\u8ba2\u5355<\/h3>\n

\u82f1\u56fd\u300a\u91d1\u878d\u65f6\u62a5\u300b\u5468\u65e5\u62ab\u9732\u3001\u8def\u900f\u8f6c\u8ff0\u7684\u4e00\u7b14\u4ea4\u6613\uff0c\u662f\u5df2\u77e5 AI \u516c\u53f8\u5355\u7b14\u89c4\u6a21\u6700\u5927\u7684\u53d1\u7535\u8bbe\u5907\u91c7\u8d2d\uff1aAnthropic 9 \u6708\u5e95\u4ece\u5f97\u5dde\u5723\u5b89\u4e1c\u5c3c\u5965\u7684 OnePWR Solutions \u624b\u91cc\u63a5\u8fc7\u7ea6 1.7 \u5409\u74e6\u91cd\u578b\u71c3\u6c14\u53d1\u7535\u673a\u7684\u91c7\u8d2d\u627f\u8bfa\uff0c\u4f5c\u4ef7\u7ea6 34 \u4ebf\u7f8e\u5143\uff0c\u6298\u5408\u7ea6\u6bcf\u5146\u74e6 200 \u4e07\u7f8e\u5143\uff0c\u53e6\u542b\u5b89\u88c5\u6240\u9700\u7684\u5de5\u7a0b\u4e0e\u65bd\u5de5\u80fd\u529b\u3002\u5173\u952e\u5728\u300c\u63a5\u8fc7\u300d\u4e8c\u5b57\u2014\u2014\u8fd9\u6279\u673a\u7ec4\u662f OnePWR \u5927\u7ea6\u4e24\u5e74\u524d\u5411\u5361\u7279\u5f7c\u52d2\u4e0b\u7684\u5355\uff0c\u56e0\u7f3a\u878d\u8d44\u8fdf\u8fdf\u6ca1\u5b8c\u6210\uff0cAnthropic \u539f\u672c\u53ea\u60f3\u5f53\u4e70\u7535\u7684\u5ba2\u6237\uff0c\u6700\u540e\u9009\u62e9\u76f4\u63a5\u63a5\u624b\u8ba2\u5355\u548c\u65bd\u5de5\u961f\uff0c\u7b49\u4e8e\u63d2\u5230\u6392\u4ea7\u961f\u5217\u524d\u9762\uff0c\u62ff\u5230\u8fd1\u671f\u4e0e\u672a\u6765\u4e24\u5e74\u53ef\u4ea4\u4ed8\u7684\u8bbe\u5907\u3002\u5b83\u6ca1\u6709\u6536\u8d2d OnePWR\uff0c\u4e5f\u6ca1\u6709\u8f6c\u8d70\u5bf9\u65b9\u4e00\u540d\u5458\u5de5\uff1b\u8bbe\u5907\u88c5\u5728\u54ea\u513f\u672a\u62ab\u9732\uff0c\u8def\u900f\u79f0\u65e0\u6cd5\u7acb\u5373\u6838\u5b9e\u8be5\u62a5\u9053\uff0c\u4e24\u5bb6\u516c\u53f8\u5747\u672a\u56de\u5e94\u3002 Anthropic \u81ea\u5df1\u7684 IPO \u6587\u4ef6\u5176\u5b9e\u65e9\u628a\u903b\u8f91\u5199\u660e\u4e86\uff1a\u90e8\u5206\u89c4\u5212\u4e2d\u7684\u6570\u636e\u4e2d\u5fc3\u4f9d\u8d56\u573a\u5185\u4e13\u7528\u5929\u7136\u6c14\u53d1\u7535\uff0c\u800c\u53d1\u7535\u673a\u3001\u8f6e\u673a\u7b49\u8bbe\u5907\u5fc5\u987b\u63d0\u524d\u6570\u5e74\u8ba2\u8d2d\u3001\u4ea4\u4ed8\u5468\u671f\u88ab\u540c\u884c\u62a2\u957f\uff1b\u622a\u81f3 9 \u6708 30 \u65e5\uff0c\u516c\u53f8\u91c7\u8d2d\u4e0e\u79df\u8d41\u627f\u8bfa\u5408\u8ba1\u7ea6 8954 \u4ebf\u7f8e\u5143\uff0c\u5176\u4e2d\u7ea6 4475 \u4ebf\u9884\u8ba1\u5728 2030 \u5e74\u5e95\u524d\u53d1\u751f\uff0c\u7ea6 2138 \u4ebf\u9644\u5e26\u751f\u6548\u524d\u7684\u7ec8\u6b62\u6743\u6216\u6761\u4ef6\u3002\u4eca\u5e74 2 \u6708\u5b83\u8fd8\u627f\u8bfa\u627f\u62c5\u81ea\u8eab\u6570\u636e\u4e2d\u5fc3\u5f15\u53d1\u7684\u7535\u4ef7\u4e0a\u6da8\u3001\u5339\u914d\u65b0\u589e\u53d1\u7535\u5e76\u5728\u7535\u7f51\u7d27\u5f20\u65f6\u538b\u9700\u6c42\u3002\u5356\u65b9\u4fa7\u4e5f\u80fd\u5bf9\u4e0a\uff1a\u5361\u7279\u5f7c\u52d2\u4e09\u5b63\u5ea6\u7535\u529b\u4e0e\u80fd\u6e90\u90e8\u95e8\u9500\u552e 87.8 \u4ebf\u7f8e\u5143\u3001\u540c\u6bd4\u589e 18%\uff0c\u5176\u4e2d\u53d1\u7535\u8bbe\u5907\u6da8 30% \u81f3 34.2 \u4ebf\u7f8e\u5143\uff0c\u516c\u53f8\u70b9\u540d\u6570\u636e\u4e2d\u5fc3\u7528\u7684\u8f6e\u673a\u4e0e\u5927\u578b\u5f80\u590d\u5f0f\u53d1\u52a8\u673a\u3002\u8981\u7559\u4e00\u53e5\u8fb9\u754c\uff1a\u63a5\u624b\u7684\u662f\u65e2\u6709\u8ba2\u5355\uff0c\u4e0d\u7b49\u4e8e\u5361\u7279\u5f7c\u52d2\u65b0\u589e\u4e86\u7b49\u989d\u6536\u5165\uff1b\u62ff\u5f97\u5230\u673a\u7ec4\uff0c\u4e5f\u4e0d\u7b49\u4e8e\u62ff\u5230\u4e86\u8bb8\u53ef\u3001\u7ba1\u9053\u6c14\u6e90\u548c\u80fd\u957f\u671f\u7ecf\u6d4e\u8fd0\u884c\u7684\u7535\u4ef7\u3002<\/p>\n

\u6765\u6e90\uff1aMarketSpeaker\u00b7FT\uff0f\u8def\u900f\u8f6c\u8ff0\u4e0e IPO \u627f\u8bfa\u660e\u7ec6<\/a> \uff5c Tested Intelligence\u00b7\u4e3a\u4f55\u662f\u300c\u63d2\u961f\u300d\u800c\u975e\u65b0\u5efa<\/a> \uff5c \u4e2d\u592e\u793e\u00b71.7 GW \u4e0e\u8def\u900f\u300c\u65e0\u6cd5\u6838\u5b9e\u300d\u8bf4\u660e<\/a> \uff5c \u817e\u8baf\u7f51\uff0f\u6bcf\u65e5\u7ecf\u6d4e\u65b0\u95fb\u00b7\u5168\u7403\u79d1\u6280\u65e9\u53c2\uff0811-09\uff09<\/a><\/p>\n

3. \u5b58\u50a8\u6210\u4e86\u6700\u8d35\u7684\u74f6\u9888\uff0c\u4e8e\u662f\u6709\u4e86\u300c\u53f0\u79ef\u7535\u8981\u9020\u5185\u5b58\u300d\u2014\u2014\u4ee5\u53ca\u5f53\u5929\u7684\u5426\u8ba4<\/h3>\n

The Information \u63f4\u5f15\u4e24\u540d\u77e5\u60c5\u4eba\u58eb\u79f0\uff0c\u53f0\u79ef\u7535\u5e94\u6700\u5927\u5ba2\u6237\u82f1\u4f1f\u8fbe\u7684\u8981\u6c42\uff0c\u5df2\u7740\u624b\u89c4\u5212 3D DRAM \u5236\u9020\uff0c\u9879\u76ee\u7531\u8d1f\u8d23\u5148\u8fdb\u5c01\u88c5\u7684\u526f\u603b\u7ecf\u7406\u5f90\u56fd\u94a6\u7275\u5934\u3002\u53f0\u79ef\u7535\u5f53\u5929\u5c31\u5426\u8ba4\uff0c\u53d1\u8a00\u4eba\u5f3a\u8c03\u516c\u53f8\u59cb\u7ec8\u4e13\u6ce8\u4e13\u4e1a\u96c6\u6210\u7535\u8def\u4ee3\u5de5\u8fd9\u4e00\u6838\u5fc3\u4e1a\u52a1\uff0c\u662f\u300c\u5168\u7403\u903b\u8f91 IC \u4ea7\u4e1a\u503c\u5f97\u4fe1\u8d56\u7684\u6280\u672f\u4e0e\u4ea7\u80fd\u4f9b\u5e94\u5546\u300d\uff1b\u53e6\u4e00\u5904\u56de\u5e94\u63aa\u8f9e\u662f\u4e0d\u8bc4\u8bba\u5e02\u573a\u4f20\u95fb\u3002\u6d88\u606f\u4ecd\u628a\u80a1\u4ef7\u63a8\u9ad8\u7ea6 6%\u3002\u628a\u4f20\u95fb\u5f53\u771f\u4e4b\u524d\uff0c\u5148\u770b\u5b83\u60f3\u89e3\u51b3\u4ec0\u4e48\uff1a\u9ad8\u7aef AI \u8bad\u7ec3\u96c6\u7fa4\u91cc HBM \u5df2\u5360\u6574\u673a\u7269\u6599\u6e05\u5355\u7684 20%\u201425%\uff0cHBM3E 12-Hi \u5355\u9897\u62a5\u4ef7\u8d85 1500 \u7f8e\u5143\uff0c\u4e0b\u4e00\u4ee3 HBM4 \u53ef\u80fd\u7a81\u7834 2500 \u7f8e\u5143\uff0c\u4ea7\u80fd\u7d27\u3001\u4ef7\u683c\u786c\uff0c\u82f1\u4f1f\u8fbe\u6709\u5145\u5206\u7406\u7531\u627e\u975e\u97e9\u7cfb\u7684\u7b2c\u4e8c\u4f9b\u7ed9\u3002\u53cd\u65b9\u7684\u7406\u7531\u540c\u6837\u5b9e\u5728\uff1a\u53f0\u79ef\u7535\u5148\u8fdb\u5de5\u827a\u957f\u671f\u6bdb\u5229\u7387\u76ee\u6807\u5728 53% \u4ee5\u4e0a\uff0cDRAM \u5374\u662f\u300c\u8d5a\u4e00\u5e74\u8d54\u4e09\u5e74\u300d\u7684\u5f3a\u5468\u671f\u751f\u610f\uff0c\u516c\u53f8\u65e9\u5e74\u5e76\u8d2d\u5fb7\u7881\u540e\u7b2c\u4e00\u4ef6\u4e8b\u5c31\u662f\u628a 8 \u82f1\u5bf8\u5382\u6539\u6210\u903b\u8f91\u4ee3\u5de5\u7ebf\uff1b\u5b58\u50a8\u9635\u5217\u662f\u5b58\u50a8\u5382\u7684\u4e13\u4e1a\uff0c\u903b\u8f91\u4ee3\u5de5\u4e0e\u5148\u8fdb\u5c01\u88c5\u80fd\u5929\u7136\u5ef6\u4f38\u5230\u5806\u53e0\uff0c\u4f46\u77ed\u671f\u66f4\u53ef\u80fd\u662f\u5171\u540c\u5f00\u53d1\u6216\u4e13\u7528\u6280\u672f\u9a8c\u8bc1\uff0c\u800c\u4e0d\u662f\u8f6c\u53bb\u505a\u6807\u51c6\u578b\u5b58\u50a8\u7684\u5927\u89c4\u6a21\u91cf\u4ea7\u3002\u53ef\u4ee5\u786e\u5b9a\u7684\u662f\u65b9\u5411\u672c\u8eab\uff1a\u4e09\u661f\u3001SK \u6d77\u529b\u58eb\u3001\u7f8e\u5149\u90fd\u5728\u63a8 3D DRAM\uff0c\u628a\u5185\u5b58\u5782\u76f4\u53e0\u8d77\u6765\u7f29\u77ed\u6570\u636e\u8ddd\u79bb\u3002\u540c\u65e5\u8fd8\u6709\u4e00\u4e32\u76f8\u5173\u52a8\u9759\uff1a\u6d88\u606f\u79f0\u82f1\u4f1f\u8fbe\u4ee5\u6570\u5341\u4ebf\u7f8e\u5143\u652f\u6301\u65e5\u6708\u5149\u6269 CoWoS \u5148\u8fdb\u5c01\u88c5\uff0c\u4e0a\u6d77\u5fae\u7535\u5b50\u5728\u8fdb\u535a\u4f1a\u5c55\u51fa\u65b0\u4e00\u4ee3\u524d\u9053\u5e72\u5f0f\u5149\u523b\u673a\u901a\u7528\u6280\u672f\u5e73\u53f0\u6a21\u578b\u3002<\/p>\n

\u6765\u6e90\uff1a\u817e\u8baf\u7f51\u00b7\u82af\u95fb\u901f\u9012\uff1a\u53f0\u79ef\u7535\u5426\u8ba4\u4e0e\u5f53\u65e5\u4ea7\u4e1a\u94fe\u6761\u76ee\uff0811-09\uff09<\/a> \uff5c \u5feb\u79d1\u6280\u00b7\u300c\u9ec4\u4ec1\u52cb\u50ac\u53f0\u79ef\u7535\u9020\u5185\u5b58\u300d\u4e24\u79cd\u610f\u89c1\uff0811-09\uff09<\/a> \uff5c \u817e\u8baf\u65b0\u95fb\u00b7\u53f0\u79ef\u7535\u76d8\u4e2d\u6da8 6% \u4e0e\u6d88\u606f\u9762<\/a> \uff5c \u754c\u9762\u65b0\u95fb\u00b711.9 \u76d8\u524d\u54e8\uff08\u5b58\u50a8\uff0f\u7b97\u529b\u6761\u76ee\uff09<\/a><\/p>\n

4. \u9996\u5c14 AI Day \u771f\u6b63\u7684\u5e72\u8d27\u5728\u673a\u67dc\u91cc\uff1aGPU \u7ba1 prefill\uff0c\u97e9\u56fd NPU \u7ba1 decode<\/h3>\n

\u82f1\u4f1f\u8fbe 11 \u6708 9 \u65e5\u5728\u9996\u5c14 COEX \u529e AI Day\uff0c\u4e0e\u97e9\u56fd\u79d1\u5b66\u6280\u672f\u4fe1\u606f\u901a\u4fe1\u90e8\uff08MSIT\uff09\u628a\u300c\u4e3b\u6743 AI\u300d\u5408\u4f5c\u4ece\u53e3\u53f7\u63a8\u5230\u4e86\u673a\u67b6\u5c42\u3002\u6700\u5177\u4f53\u7684\u4e00\u7b14\u662f Rebellions\u3001SK \u7535\u4fe1\u4e0e\u82f1\u4f1f\u8fbe\u4e09\u65b9\uff1aRebellions \u4e0b\u4e00\u4ee3 R200 NPU \u7ecf NVLink Fusion \u63a5\u8fdb\u82f1\u4f1f\u8fbe\u5e73\u53f0\uff0c\u6309 MGX \u673a\u67b6\u89c4\u683c\u505a\u6574\u673a\uff0c\u7531 SK \u7535\u4fe1\u90e8\u7f72\u5230\u81ea\u5df1\u7684 AI \u6570\u636e\u4e2d\u5fc3\uff0c\u76ee\u6807\u662f\u6240\u8c13\u300c\u4e3b\u6743 AI Token \u5de5\u5382\u300d\uff0c\u670d\u52a1\u97e9\u8bed\u3001\u672c\u5730\u6570\u636e\u4e0e\u884c\u4e1a\u9700\u6c42\uff1b\u63a8\u7406\u88ab\u62c6\u6210\u4e24\u6bb5\uff0c\u7b97\u529b\u5bc6\u96c6\u7684 prefill \u7559\u7ed9\u82f1\u4f1f\u8fbe GPU\uff0c\u9010 Token \u7684 decode \u4ea4\u7ed9\u66f4\u7701\u7535\u7684 NPU\uff0c\u7528\u5206\u79bb\u5f0f\u63a8\u7406\u540c\u65f6\u538b\u541e\u5410\u3001\u529f\u8017\u4e0e\u603b\u62e5\u6709\u6210\u672c\uff0cR200 \u8ba1\u5212 2028 \u5e74\u90e8\u7f72\u3002\u8f6f\u4ef6\u4fa7\uff0c\u300c\u5168\u6c11 AI\u300d\u5021\u8bae\u4e0b\u56db\u5bb6\u97e9\u56fd\u57fa\u7840\u6a21\u578b\u2014\u2014SK \u7535\u4fe1 A.X K2\u3001LG AI Research K-EXAONE 2.0\u3001Upstage Solar Open 2\u3001Motif Technologies Motif-3\u2014\u2014\u7528\u5f00\u6e90\u5206\u5e03\u5f0f\u63a8\u7406\u6846\u67b6 Dynamo \u505a\u4f18\u5316\uff0c\u82f1\u4f1f\u8fbe\u79f0\u9488\u5bf9 B200 \u7684\u90e8\u7f72\u914d\u65b9\u5f00\u7bb1\u6700\u9ad8\u53ef\u7ed9 2 \u500d\u6027\u80fd\u3002\u5176\u4f59\u5408\u4f5c\u8986\u76d6\u4e09\u661f\u7535\u5b50\u7684\u534a\u5bfc\u4f53\u6750\u6599\u4e0e\u5de5\u827a\u3001Kakao Mobility \u7684 L4 \u81ea\u52a8\u9a7e\u9a76\u3001LG CLOiD \u673a\u5668\u4eba\u8dd1 Isaac GR00T\u3001\u73b0\u4ee3\u6c7d\u8f66\u96c6\u56e2\u8bc4\u4f30 NemoClaw \u84dd\u56fe\u4e0e OpenShell \u8fd0\u884c\u65f6\u3001AIM Intelligence \u628a Starfort \u667a\u80fd\u4f53\u7ba1\u63a7\u5e73\u53f0\u63a5\u8fdb OpenShell \u505a\u6076\u610f\u6307\u4ee4\u4e0e\u6570\u636e\u6cc4\u9732\u68c0\u6d4b\u3002\u6295\u8d44\u4fa7\uff0c\u82f1\u4f1f\u8fbe\u5ba3\u5e03\u5df2\u6295 AI \u4e92\u8fde\u516c\u53f8 Point2\uff0c\u5e76\u8ba1\u5212\u6295 Motif\u3001RLWRLD \u4e0e Upstage\uff1b\u97e9\u56fd Inception \u6210\u5458\u5df2\u8d85 1000 \u5bb6\u3002\u4e00\u4e2a\u8981\u5206\u6e05\u7684\u65f6\u95f4\u5dee\uff1a\u6a21\u578b\u670d\u52a1\u914d\u65b9\u73b0\u5728\u5c31\u7ed9\u5f00\u53d1\u8005\u4e86\uff0c\u6df7\u5408 GPU-NPU \u673a\u67dc\u8fd8\u5f97\u7b49\u5904\u7406\u5668\u96c6\u6210\u4e0e\u7cfb\u7edf\u5f00\u53d1\u5b8c\u6210\u3002<\/p>\n

\u6765\u6e90\uff1aNVIDIA \u5b98\u65b9\u535a\u5ba2\u00b7MSIT \u521d\u521b\u5408\u4f5c\u8bba\u575b\u4e0e\u62df\u6295\u540d\u5355<\/a> \uff5c Aju Press\u00b7R200\uff0fNVLink Fusion \u4e0e 2028 \u90e8\u7f72\uff0811-09\uff09<\/a> \uff5c Unite.AI\u00b7\u5206\u79bb\u5f0f\u63a8\u7406\u4e0e\u667a\u80fd\u4f53\u5b89\u5168\u7ec6\u8282<\/a> \uff5c \u817e\u8baf\u65b0\u95fb\u00b7\u9996\u5c14 AI Day \u5408\u4f5c\u5168\u6e05\u5355\uff0811-09\uff09<\/a> \uff5c \u7f51\u6613\uff0fIT \u4e4b\u5bb6\u00b7\u4e2d\u6587\u6c47\u603b\uff0811-09\uff09<\/a><\/p>\n

5. \u6709\u4eba\u9000\u79df\u3001\u6709\u4eba\u6682\u505c\u5ba1\u6279\u3001\u6709\u4eba\u4e0a\u8857\uff1a\u7b97\u529b\u5408\u540c\u8fdb\u5165\u91cd\u65b0\u8c08\u4ef7\u7684\u9636\u6bb5<\/h3>\n

\u628a\u51e0\u6761\u4e0d\u8d77\u773c\u7684\u6d88\u606f\u5e76\u6392\u770b\uff0c\u4f1a\u53d1\u73b0\u7b97\u529b\u6269\u5f20\u7684\u7ea6\u675f\u5df2\u7ecf\u4ece\u300c\u6709\u6ca1\u6709\u5361\u300d\u53d8\u6210\u300c\u5408\u540c\u8fd8\u7b7e\u4e0d\u7b7e\u5f97\u4e0b\u53bb\u300d\u3002\u754c\u9762\u65b0\u95fb 11 \u6708 9 \u65e5\u76d8\u524d\u68b3\u7406\u63d0\u5230\uff0c\u5fae\u8f6f\u6b63\u9010\u6b65\u7ec8\u6b62\u4e0e\u7532\u9aa8\u6587\u7684 AI \u7b97\u529b\u79df\u8d41\u534f\u8bae\uff0c\u7532\u9aa8\u6587\u7684\u9700\u6c42\u9884\u671f\u968f\u4e4b\u8f6c\u5f31\uff1b\u6b27\u6d32\u592e\u884c\u5728\u8003\u8651\u5ba1\u67e5\u94f6\u884c\u6d89\u53ca\u6570\u636e\u4e2d\u5fc3\u7684\u8d37\u6b3e\uff0c\u8bc4\u4f30 AI \u4f30\u503c\u6ce2\u52a8\u98ce\u9669\uff1bMeta \u56e0\u81ea\u5efa\u6570\u636e\u4e2d\u5fc3\u5ef6\u8fdf\uff0c\u4e0b\u4fee\u4e86 2027 \u5e74\u5149\u6a21\u5757\u9700\u6c42\uff1b\u540c\u4e00\u4efd\u6750\u6599\u91cc\uff0c\u4e2d\u56fd\u79fb\u52a8 2027 \u5e74\u91c7\u8d2d\u603b\u89c4\u6a21\u9884\u8ba1\u8d85 5000 \u4ebf\u5143\uff0c\u7b97\u529b\u6295\u8d44\u4e0e\u7ec8\u7aef\u91c7\u9500\u5747\u8d85 1000 \u4ebf\u5143\uff0c\u5343\u516c\u91cc\u7a7a\u82af\u5149\u7ea4\u5b8c\u6210\u53cc\u5411\u5404 64Tb\/s\u3001\u5355\u7a0b 3.43 \u6beb\u79d2\u7684\u4f20\u8f93\u9a8c\u8bc1\u3002\u7f8e\u56fd\u5730\u65b9\u5c42\u9762\uff0cCoreWeave \u8054\u5408\u521b\u59cb\u4eba\u517c CEO \u81f4\u4fe1\u5f97\u5dde\u5f53\u9009\u5dde\u957f Gina Hinojosa\uff0c\u4e3b\u52a8\u8981\u6c42\u4e0e\u8fc7\u6e21\u56e2\u961f\u8ba8\u8bba\u5df2\u6279\u9879\u76ee\u600e\u4e48\u300c\u8d1f\u8d23\u4efb\u5b8c\u6210\u300d\u3001\u4ee5\u53ca\u672a\u6765\u6570\u636e\u4e2d\u5fc3\u5f00\u53d1\u7684\u957f\u671f\u6807\u51c6\u2014\u2014\u80cc\u666f\u662f\u5979\u7ade\u9009\u65f6\u627f\u8bfa\u5728\u5dde\u8bae\u4f1a\u901a\u8fc7\u5c45\u6c11\u4fdd\u62a4\u7acb\u6cd5\u4e4b\u524d\u6682\u505c\u65b0\u9879\u76ee\u5ba1\u6279\u3002\u82f1\u56fd\u5219\u662f\u53e6\u4e00\u526f\u53e3\u5f84\uff1a\u589e\u957f\u90e8\u957f Dan Tomlinson \u5bf9\u300a\u91d1\u878d\u65f6\u62a5\u300b\u8bf4\uff0c\u4f1a\u7ee7\u7eed\u628a\u6570\u636e\u4e2d\u5fc3\u5f53\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u652f\u6301\uff0c\u4f46\u9879\u76ee\u5f97\u6295\u8d44\u672c\u5730\u793e\u533a\u3001\u521b\u9020\u5c31\u4e1a\uff0c\u5e76\u7ed9\u51fa\u300c\u6bd4\u7f8e\u56fd\u66f4\u597d\u7684\u76d1\u7763\u300d\uff1b\u540c\u671f\u6b27\u6d32\u591a\u5730\u51fa\u73b0\u8981\u6c42\u6682\u505c\u6570\u636e\u4e2d\u5fc3\u5efa\u8bbe\u7684\u6297\u8bae\u3002\u8fd9\u4e9b\u90fd\u4e0d\u662f\u53d1\u5e03\u4f1a\uff0c\u5374\u76f4\u63a5\u51b3\u5b9a\u673a\u67dc\u4f55\u65f6\u901a\u7535\u3001\u6309\u4ec0\u4e48\u4ef7\u901a\u7535\u3002\u5bf9\u4f01\u4e1a\u7528\u6237\u66f4\u5b9e\u7528\u7684\u8bfb\u6cd5\u662f\uff1a\u56fd\u5bb6\u7ea7\u8868\u6001\u4e0d\u7b49\u4e8e\u67d0\u4e2a\u673a\u623f\u5df2\u62ff\u5230\u89c4\u5212\u8bb8\u53ef\u3001\u7535\u529b\u63a5\u5165\u548c\u4ea4\u4ed8\u65e5\u671f\uff0c\u91c7\u8d2d\u65f6\u8be5\u95ee\u7684\u662f\u5de5\u4f5c\u8d1f\u8f7d\u5177\u4f53\u843d\u5728\u54ea\u91cc\u3001\u73b0\u65f6\u53ef\u7528\u5bb9\u91cf\u591a\u5c11\u3002<\/p>\n

\u6765\u6e90\uff1a\u754c\u9762\u65b0\u95fb\u00b711.9 \u76d8\u524d\u54e8\uff08\u5fae\u8f6f\uff0f\u7532\u9aa8\u6587\u3001\u6b27\u592e\u884c\u3001\u5149\u6a21\u5757\u3001\u7a7a\u82af\u5149\u7ea4\uff09<\/a> \uff5c \u817e\u8baf\u7f51\uff0f\u6bcf\u7ecf\u00b7CoreWeave \u81f4\u4fe1\u5f97\u5dde\u5f53\u9009\u5dde\u957f<\/a> \uff5c Precise Impact\u00b7\u82f1\u56fd\u589e\u957f\u90e8\u957f\u8868\u6001\u4e0e\u91c7\u8d2d\u63d0\u793a<\/a> \uff5c \u817e\u8baf\u7f51\u00b7\u82af\u95fb\u901f\u9012\uff08\u6b27\u6d32\u6297\u8bae\u6761\u76ee\uff09<\/a><\/p>\n

6. \u628a\u7b97\u529b\u8282\u70b9\u9001\u5230\u8f68\u9053\u4e0a\uff1a\u300c\u661f\u4e91\u661f\u5ea7\u8ba1\u5212\u300d\u4ece\u6280\u672f\u9a8c\u8bc1\u8d70\u5230\u4ea7\u4e1a\u5316<\/h3>\n

11 \u6708 9 \u65e5\u7684 2026 \u592a\u7a7a\u4e91\u4ea7\u4e1a\u751f\u6001\u5927\u4f1a\u4e0a\uff0c\u300c\u661f\u4e91\u661f\u5ea7\u8ba1\u5212\u300d\u7b49\u4e00\u6279\u592a\u7a7a\u4e91\u4ea7\u4e1a\u5316\u6210\u679c\u53d1\u5e03\u3002\u5b83\u7531\u4e2d\u56fd\u79d1\u5b66\u9662\u7a7a\u5929\u4fe1\u606f\u521b\u65b0\u7814\u7a76\u9662\u4e0e\u56fd\u5185\u79d1\u521b\u4f01\u4e1a\u8054\u5408\u7814\u53d1\uff0c\u5b9a\u4f4d\u662f\u5168\u6808\u56fd\u4ea7\u5316\u592a\u7a7a\u7b97\u529b\u7f51\uff0c\u8986\u76d6\u4ece\u56fd\u4ea7\u7b97\u529b\u82af\u7247\u3001\u670d\u52a1\u5668\u6574\u673a\u3001\u536b\u661f\u5236\u9020\u5230\u536b\u661f\u5e94\u7528\u7684\u6574\u6761\u4ea7\u4e1a\u94fe\uff0c\u76ee\u6807\u662f\u642d\u8d77\u300c\u6838\u5fc3\u5668\u90e8\u4ef6\u7814\u5236\u2014\u661f\u5ea7\u7ec4\u7f51\u4e0e\u5e94\u7528\u300d\u7684\u81ea\u4e3b\u6280\u672f\u4f53\u7cfb\uff0c\u518d\u5206\u5e03\u5f62\u6210\u5929\u5730\u534f\u540c\u7684\u7edf\u4e00\u7b97\u529b\u7f51\uff0c\u4e3a\u81ea\u7136\u8d44\u6e90\u3001\u9632\u707e\u5e94\u6025\u3001\u4f4e\u7a7a\u7ecf\u6d4e\u7b49\u573a\u666f\u63d0\u4f9b\u5168\u7403\u8986\u76d6\u7684\u592a\u7a7a\u7b97\u529b\u670d\u52a1\u3002\u6982\u5ff5\u4e0a\u8981\u6539\u7684\u662f\u8001\u6d41\u7a0b\uff1a\u4f20\u7edf\u536b\u661f\u300c\u5355\u661f\u89c2\u6d4b\u3001\u6570\u636e\u56de\u4f20\u5730\u9762\u5904\u7406\u300d\uff0c\u592a\u7a7a\u4e91\u5219\u8ba9\u5728\u8f68\u534f\u540c\u7684\u5929\u57fa\u8d44\u6e90\u53ef\u4ee5\u6309\u9700\u8c03\u7528\u3001\u5373\u8fde\u5373\u7528\u3002\u4e13\u5bb6\u7ed9\u7684\u8bf4\u6cd5\u5f88\u5177\u4f53\u2014\u2014\u592a\u7a7a\u4e0d\u518d\u53ea\u662f\u6570\u636e\u4e2d\u8f6c\u7ad9\uff0c\u800c\u662f\u4e0e\u5730\u9762\u5730\u4f4d\u540c\u7b49\u3001\u80fd\u529b\u4e92\u8865\u7684\u4e00\u7ea7\u7b97\u529b\u8282\u70b9\uff0c\u7528\u6237\u53ef\u4ee5\u50cf\u7528\u5730\u9762\u4e91\u4e00\u6837\u968f\u65f6\u53d6\u7528\uff1b\u968f\u7740\u5343\u661f\u89c4\u6a21\u751f\u6001\u94fa\u5f00\uff0c\u9065\u611f\u3001\u901a\u4fe1\u3001\u7b97\u529b\u7b49\u5404\u7c7b\u536b\u661f\u4f1a\u88ab\u6574\u5408\u6210\u667a\u80fd\u5929\u57fa\u4fe1\u606f\u670d\u52a1\u7cfb\u7edf\uff0c\u5b8c\u6210\u4ece\u300c\u529f\u80fd\u5355\u661f\u300d\u5230\u300c\u667a\u80fd\u661f\u4e91\u300d\u7684\u8de8\u8d8a\u3002\u6211\u56fd\u7684\u5e95\u6c14\u6765\u81ea\u9ad8\u5206\u8fa8\u7387\u9065\u611f\u536b\u661f\u7684\u6280\u672f\u6c34\u5e73\u4e0e\u5728\u8f68\u6570\u91cf\u5df2\u8fbe\u56fd\u9645\u9886\u5148\u3001\u9ad8\u901a\u91cf\u901a\u4fe1\u536b\u661f\u6b63\u5904\u9ad8\u901f\u5efa\u8bbe\u671f\u3002\u9700\u8981\u8bf4\u6e05\u7684\u662f\uff0c\u8fd9\u662f\u4ea7\u4e1a\u5316\u5e03\u5c40\u7684\u8d77\u70b9\u800c\u975e\u670d\u52a1\u5df2\u5f00\u901a\uff1b\u6b64\u524d\u4e0a\u6d77\u5df2\u542f\u52a8\u7784\u51c6\u5409\u74e6\u7ea7\u5929\u57fa\u7b97\u529b\u7684\u300c\u660e\u73e0\u661f\u5ea7\u8ba1\u5212\u300d\uff0c\u4e24\u6761\u7ebf\u53ef\u4ee5\u5bf9\u7167\u7740\u770b\u3002<\/p>\n

\u6765\u6e90\uff1a\u592e\u89c6\u7f51\u00b7\u300c\u661f\u4e91\u661f\u5ea7\u8ba1\u5212\u300d\u53d1\u5e03\uff0811-09\uff09<\/a> \uff5c \u65b0\u4eac\u62a5\u00b7\u8f6c\u592e\u89c6\u65b0\u95fb\u5168\u6587<\/a> \uff5c \u817e\u8baf\u65b0\u95fb\uff0fIT \u65f6\u4ee3\u7f51\u00b7\u8f6c\u79d1\u6280\u65e5\u62a5\u5e76\u9644\u660e\u73e0\u661f\u5ea7\u5bf9\u7167<\/a> \uff5c \u8bc1\u5238\u65f6\u62a5\u7f51\u00b7\u4eba\u6c11\u8d22\u8baf\u5feb\u8baf\uff0811-09\uff09<\/a><\/p>\n

\u4e8c\u3001\u6a21\u578b\u4e0e\u4ea7\u54c1\uff1a\u5f00\u6e90\u6743\u91cd\u3001\u8fdb\u7fa4\u5e72\u6d3b\u3001\u7aef\u4fa7\u62a0\u529f\u8017\uff085 \u6761\uff09<\/h2>\n

7. \u4e07\u4ebf\u53c2\u6570\u6446\u4e0a Hugging Face\uff0c\u8bb8\u53ef\u8bc1\u91cc\u90a3\u884c\u5c0f\u5b57\u624d\u8be5\u5148\u8bfb<\/h3>\n

Mistral \u628a Large 4\uff08\u4ee3\u53f7 Le Chonk\uff09\u7684\u6743\u91cd\u653e\u4e0a\u4e86 Hugging Face\uff1a\u539f\u751f\u591a\u6a21\u6001\u7684 MoE \u67b6\u6784\uff0c\u603b\u53c2\u6570\u7ea6 1 \u4e07\u4ebf\u3001\u6bcf Token \u6fc0\u6d3b\u7ea6 500 \u4ebf\uff0c100 \u4e07 Token \u4e0a\u4e0b\u6587\uff0c\u5728\u6b27\u6d32\u57fa\u7840\u8bbe\u65bd\u4e0a\u4ece\u5934\u8bad\u7ec3\u3002\u8dd1\u5206\u4fa7\uff0cTerminal-Bench 4.0 \u62ff\u5230 41%\uff08\u6bd4\u516c\u5f00\u9884\u89c8\u9ad8 13 \u4e2a\u70b9\uff09\uff0cArtificial Analysis \u7f16\u7a0b\u667a\u80fd\u4f53\u6307\u6570 48%\uff0c\u4e0e GLM-5.3 \u57fa\u672c\u6301\u5e73\u5374\u5c11\u7528\u7ea6 47% \u7684 Token\uff1bAPI \u62a5\u4ef7\u6bcf\u767e\u4e07 Token \u8f93\u5165 0.70 \u7f8e\u5143\u3001\u7f13\u5b58 0.07 \u7f8e\u5143\u3001\u8f93\u51fa 2.10 \u7f8e\u5143\uff0c\u9996\u65e5\u5373\u83b7 transformers\u3001vLLM\u3001llama.cpp\u3001NVIDIA NIM\u3001Microsoft Foundry \u4e0e OpenRouter \u652f\u6301\u3002\u771f\u6b63\u8981\u5148\u770b\u7684\u662f\u8bb8\u53ef\u8bc1\uff1a\u540d\u4e3a Mistral Ecosystem Open-Weight \u7684\u4fee\u6539\u7248 MIT\uff0c\u5141\u8bb8\u81ea\u7531\u4f7f\u7528\u3001\u4fee\u6539\u3001\u5fae\u8c03\u4e0e\u5546\u4e1a\u5316\uff0c\u4f46\u7ecf\u8425 Model-as-a-Service\u3001\u5bf9\u5916\u8f6c\u552e\u63a8\u7406\u7684\u4e00\u65b9\u5fc5\u987b\u53e6\u7b7e\u5546\u4e1a\u534f\u8bae\u2014\u2014\u5bf9\u591a\u6570\u5728\u6a21\u578b\u4e0a\u505a\u4ea7\u54c1\u7684\u56e2\u961f\u8fd9\u6761\u4e0d\u89e6\u53d1\uff0c\u5bf9\u5356 Token \u7684\u7acb\u523b\u89e6\u53d1\uff0c\u6240\u4ee5\u300c\u5f00\u6e90\u300d\u548c\u300c\u65e0\u9650\u5236\u300d\u5728\u8fd9\u91cc\u4e0d\u662f\u4e00\u56de\u4e8b\u3002\u8fd8\u6709\u4e2a\u6ca1\u5bf9\u4e0a\u7684\u53e3\u5f84\u503c\u5f97\u8bb0\u4e00\u53e5\uff1a\u5b98\u65b9\u516c\u544a\u5199\u6fc0\u6d3b 49B\uff0cHF \u4ed3\u5e93\u540d\u5374\u662f A52B\uff0cMistral \u5c1a\u672a\u89e3\u91ca\u5dee\u5f02\u3002\u540c\u671f\u53e6\u4e00\u4e2a\u5bf9\u7167\u662f Thinking Machines \u7684 Inkling 2 Small\uff1a594B \u603b\u53c2\u6570\u3001\u627f\u8bfa Apache 2.0 \u4f46\u8981\u7b49\u5b89\u5168\u8bc4\u4f30\u3001\u672a\u7ed9\u65e5\u671f\uff0c\u6743\u91cd\u81f3\u4eca\u672a\u653e\u51fa\u3002\u4e00\u4e2a\u80fd\u4eca\u5929\u4e0b\u8f7d\u3001\u4e00\u4e2a\u53ea\u662f\u8ba1\u5212\uff0c\u88ab\u5a92\u4f53\u4e00\u5f8b\u79f0\u4f5c open weight\uff0c\u6392\u671f\u65f6\u5f97\u5206\u6e05\u695a\u3002\u6b64\u5916 11 \u6708 9 \u65e5\u7684\u5916\u5a92\u76d8\u70b9\u8fd8\u628a Shield AI \u4ee5 53 \u4ebf\u7f8e\u5143\u6536\u8d2d\u96f7\u8fbe\u5382\u5546 Echodyne\u3001\u4f30\u503c\u4ece 3 \u6708 127 \u4ebf\u62ac\u5230 288 \u4ebf\u7f8e\u5143\u5217\u4e3a\u5f53\u65e5\u6700\u5927\u4e00\u7b14\u94b1\u2014\u2014\u540c\u4e00\u5468\u91cc\uff0c\u5f00\u6e90\u6743\u91cd\u4e0e\u56fd\u9632\u786c\u4ef6\u7684\u8d44\u672c\u70ed\u5ea6\u5e76\u4e0d\u5728\u540c\u4e00\u4e2a\u65b9\u5411\u4e0a\u3002<\/p>\n

\u6765\u6e90\uff1aAIToolsRecap\u00b7Mistral Large 4 \u53c2\u6570\u3001\u8bb8\u53ef\u8bc1\u4e0e\u8dd1\u5206<\/a> \uff5c AIToolsRecap\u00b7AI News for 9 November 2026\uff08\u5f53\u65e5\u4e94\u6761\u76d8\u70b9\uff09<\/a> \uff5c Global AI News\u00b7\u4e2d\u6587\u6458\u8981\u4e0e\u5b89\u5168\u62d2\u7edd\u7387<\/a> \uff5c BenchGecko\u00b7\u6a21\u578b\u89c4\u683c\u4e0e 23 \u9879\u57fa\u51c6\u660e\u7ec6<\/a> \uff5c AIToolsRecap\u00b7Shield AI 288 \u4ebf\u7f8e\u5143\u4f30\u503c<\/a><\/p>\n

8. Hy4 \u9996\u5468\u51b2\u8fdb OpenRouter \u7b2c\u56db\uff0c\u540c\u4e00\u5929\u88ab\u62ff\u6765\u8bb2\u300c\u5f00\u6e90\u600e\u4e48\u5b88\u5b89\u5168\u5173\u300d<\/h3>\n

\u817e\u8baf\u6df7\u5143 Hy4 \u662f 11 \u6708 4 \u65e5\u53d1\u7684\u6b63\u5f0f\u7248\uff088 \u6708 28 \u65e5\u5f00\u6e90\u9884\u89c8\u7248\u8f6c\u6b63\uff09\uff0c770B \u603b\u53c2\u6570\u300149B \u6fc0\u6d3b\uff0c\u9996\u6b21\u7ed9\u6df7\u5143\u7cfb\u5217\u88c5\u4e0a\u89c6\u89c9\u7406\u89e3\u4e0e\u7535\u8111\u64cd\u4f5c\u80fd\u529b\uff0c\u80fd\u8d70\u547d\u4ee4\u884c\u4e5f\u80fd\u70b9\u56fe\u5f62\u754c\u9762\uff0c\u8fd8\u9488\u5bf9 Blender\u3001CAD \u7b49\u4e13\u4e1a\u8f6f\u4ef6\u548c\u8de8\u5e94\u7528\u957f\u7a0b\u4efb\u52a1\u505a\u4e86\u8bad\u7ec3\uff1b\u5b98\u65b9\u79f0\u8dfb\u8eab\u5168\u7403\u6700\u5f3a\u5f00\u6e90\u6a21\u578b\u4e4b\u5217\uff0c\u6743\u91cd\u300c\u8fd1\u671f\u5f00\u6e90\u300d\uff0c\u53e6\u6709\u4e00\u6b3e\u66f4\u4f4e\u63a8\u7406\u6210\u672c\u3001\u9762\u5411\u7aef\u4fa7\u4e0e\u9ad8\u5e76\u53d1\u667a\u80fd\u4f53\u7f16\u6392\u7684 Hy4 Flash \u5f85\u53d1\u300211 \u6708 9 \u65e5\u7684\u65b0\u6570\u636e\u662f\u8c03\u7528\u91cf\uff1a\u53d1\u5e03\u9996\u5468\u7ea6 12.8 \u4e07\u4ebf Token\uff0c\u8fdb OpenRouter \u5468\u699c\u7b2c\u56db\uff0c\u6392\u5728 DeepSeek \u4e0e\u667a\u8c31\u7684\u6a21\u578b\u4e4b\u540e\uff1b\u540c\u699c Kimi K3.1 Pro \u7ea6 4.37 \u4e07\u4ebf\u6392\u7b2c\u4e5d\u3002\u4f46\u4e24\u4e2a\u53e3\u5f84\u522b\u6df7\u2014\u2014Artificial Analysis \u7efc\u5408\u667a\u80fd\u6307\u6570\u4e0a Hy4 \u662f 35 \u5206\uff0c\u8ddd Kimi K3.1 Pro \u7684 46 \u5206\u4ecd\u6709 11 \u5206\uff1b\u800c AI \u79d1\u6280\u8bc4\u8bba\u8ba9\u4e24\u8005\u5728\u540c\u4e00\u4e2a WorkBuddy \u5de5\u4f5c\u53f0\u505a\u53ef\u62c6\u89e3\u3001\u53ef\u8fd0\u8f6c\u7684 3D \u56db\u7f38\u53d1\u52a8\u673a\uff08\u542b\u81ea\u5df1\u5f00\u6d4f\u89c8\u5668\u67e5\u64ad\u653e\u3001\u6682\u505c\u3001\u89d2\u5ea6\u4e0e\u6c14\u7f38\u8fd0\u52a8\uff09\uff0cHy4 \u7528 44 \u5206 11 \u79d2\u3001Kimi \u7528 1 \u5c0f\u65f6 12 \u5206 39 \u79d2\uff0c\u524d\u8005\u5feb\u8fd1\u534a\u5c0f\u65f6\u3002\u5382\u5546\u81ea\u6d4b\u91cc\u529e\u516c\u573a\u666f\u5e73\u5747 83.18 \u5206\u3001\u4efb\u52a1\u901a\u8fc7\u7387 96.15%\u300112 \u4e2a\u573a\u666f 9 \u4e2a\u56fd\u5185\u7b2c\u4e00\uff0c\u5e7b\u89c9\u7387\u7531\u9884\u89c8\u7248 12.95% \u964d\u5230 7.2%\uff0c\u63a8\u6d4b\u9519\u8bef\u7387 23.1% \u964d\u5230 5.6%\u2014\u2014\u8fd9\u4e9b\u90fd\u662f\u817e\u8baf\u81ea\u5df1\u7684\u53e3\u5f84\u3002\u53e6\u4e00\u6761\u540c\u65e5\u62a5\u9053\u628a Hy4 \u5f53\u6210\u4e86\u5f00\u6e90\u6cbb\u7406\u7684\u6837\u672c\uff1a\u79d1\u6280\u65e5\u62a5\u8bb0\u5f55\u817e\u8baf\u9996\u5e2d AI \u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u5728\u672a\u6765\u79d1\u5b66\u5927\u5956\u5468\u79d1\u5b66\u5cf0\u4f1a\u7684\u8bf4\u6cd5\uff0c\u8ba4\u4e3a\u653b\u9632\u80fd\u529b\u65e0\u6cd5\u5f7b\u5e95\u5206\u79bb\uff0c\u6cbb\u7406\u5f97\u8d2f\u7a7f\u8bad\u7ec3\u3001\u53d1\u5e03\u3001\u5f00\u653e\u5168\u8fc7\u7a0b\uff1bHy4 \u8bad\u7ec3\u9636\u6bb5\u7eb3\u5165 PoC \u751f\u6210\u4e0e\u6f0f\u6d1e\u4fee\u590d\u7b49\u9632\u5fa1\u6027\u6570\u636e\u3001\u7b5b\u6389\u6f0f\u6d1e\u5229\u7528\uff0f\u9006\u5411\uff0f\u6e17\u900f\u5185\u5bb9\uff0c\u53d1\u5e03\u524d\u5c31\u5bc6\u7801\u5206\u6790\u3001\u9006\u5411\u5de5\u7a0b\u3001\u6f0f\u6d1e\u5229\u7528\u505a\u5ba1\u8ba1\uff0c\u751f\u7269\u5b89\u5168\u4fa7\u7531\u4e13\u5bb6\u5ba1\u770b\u4f5c\u7b54\u8f68\u8ff9\uff0c\u7ed3\u8bba\u662f\u6a21\u578b\u57fa\u7840\u77e5\u8bc6\u624e\u5b9e\u4f46\u628a\u77e5\u8bc6\u8f6c\u6210\u53ef\u6267\u884c\u5b9e\u9a8c\u65b9\u6848\u7684\u80fd\u529b\u4ecd\u6709\u9650\u3002\u4ed6\u53e6\u5728\u9999\u6e2f\u4e00\u573a\u79d1\u5b66\u6d3b\u52a8\u4e0a\u63d0\u793a\uff0c\u751f\u7269\u98ce\u9669\u53ef\u80fd\u6bd4\u7f51\u7edc\u98ce\u9669\u66f4\u96be\u7ba1\u63a7\u3002\u8fd9\u4e9b\u662f\u5382\u5546\u81ea\u8bc4\u4e0e\u4e13\u5bb6\u5224\u65ad\uff0c\u4e0d\u7b49\u4e8e\u72ec\u7acb\u7b2c\u4e09\u65b9\u9a8c\u8bc1\u3002<\/p>\n

\u6765\u6e90\uff1a\u79d1\u6280\u65e5\u62a5\u00b7\u300cAI \u5411\u5584\uff0c\u5f00\u6e90\u5982\u4f55\u5b88\u597d\u5b89\u5168\u5173\u300d\uff0811-09\uff09<\/a> \uff5c \u7f51\u6613\uff0fAI \u79d1\u6280\u8bc4\u8bba\u00b7Hy4 \u5b9e\u6d4b\u4e0e OpenRouter \u5468\u699c\uff0811-09\uff09<\/a> \uff5c TPS Report\u00b7770B\uff0f49B \u89c4\u683c\u4e0e\u5382\u5546\u81ea\u6d4b\u660e\u7ec6<\/a> \uff5c Precise Impact\u00b7\u59da\u987a\u96e8\u751f\u7269\u98ce\u9669\u8b66\u793a\uff08\u8f6c TNW\uff0fSCMP\uff09<\/a><\/p>\n

9. \u667a\u80fd\u4f53\u8fdb\u7fa4\u4e86\uff1a\u5343\u95ee\u529e\u516c 2.0 \u60f3\u89e3\u51b3\u7684\u662f\u300c\u7b49\u4eba\u300d\u800c\u4e0d\u662f\u300c\u5199\u5b57\u6162\u300d<\/h3>\n

11 \u6708 9 \u65e5\u7684 2.0 \u53d1\u5e03\u4f1a\uff0c\u662f\u5343\u95ee\u529e\u516c\u4e0a\u7ebf\u4e09\u4e2a\u6708\u6765\u6700\u5927\u7684\u4e00\u6b21\u5347\u7ea7\uff0c\u5b9a\u4f4d\u4ece\u4e2a\u4eba AI \u52a9\u624b\u6539\u6210\u56e2\u961f\u667a\u80fd\u4f53\uff08Team Agent\uff09\u3002\u5b98\u65b9\u535a\u5ba2\u628a\u95ee\u9898\u8bb2\u5f97\u6bd4\u529f\u80fd\u8868\u66f4\u6e05\u695a\uff1a\u5f53 AI \u628a\u6bcf\u4e2a\u4eba\u624b\u4e0a\u7684\u6d3b\u90fd\u52a0\u901f\uff0c\u74f6\u9888\u5c31\u8f6c\u79fb\u5230\u73af\u8282\u4e4b\u95f4\u2014\u2014\u7b49\u5ba1\u6279\u3001\u7b49\u56de\u590d\u3001\u7b49\u8865\u9f50\u4fe1\u606f\u3001\u7b49\u522b\u4eba\u5f00\u59cb\u5904\u7406\uff1b\u9500\u552e\u4e8c\u5341\u5206\u949f\u5199\u5b8c\u65b9\u6848\u3001\u62a5\u4ef7\u4e24\u5929\u540e\u624d\u786e\u8ba4\uff0c\u4f1a\u8bae\u7eaa\u8981\u5373\u65f6\u751f\u6210\u5374\u6ca1\u4eba\u63a5\u4f4f\u4efb\u52a1\u3002\u56e2\u961f\u5404\u81ea\u7528\u4e2a\u4eba Agent\uff0c\u5171\u540c\u4e0a\u4e0b\u6587\u53cd\u88ab\u62c6\u6563\uff0c\u6bcf\u591a\u4e00\u4e2a\u52a9\u624b\u5c31\u591a\u4e00\u5ea7\u4fe1\u606f\u5b64\u5c9b\u3002\u4e8e\u662f 2.0 \u62bc\u4e86\u4e09\u4ef6\u4e8b\uff1a\u300c\u534f\u4f5c\u300d\u628a Agent \u5e26\u8fdb\u5de5\u4f5c\u7fa4\uff0c\u534f\u4f5c\u7a7a\u95f4\u53ef\u5173\u8054\u591a\u4e2a\u9489\u9489\u7fa4\u804a\u3001\u6587\u6863\u3001AI \u8868\u683c\u4e0e AI \u542c\u8bb0\uff0c\u652f\u6301\u591a\u4f1a\u8bdd\u5e76\u884c\u3001\u4efb\u52a1\u7ba1\u7406\u4e0e\u6307\u6d3e\uff0c\u6570\u5b57\u5458\u5de5\u300c\u5c0f Q\u300d\u6709\u53ef\u914d\u7f6e\u7684\u540d\u79f0\u3001\u5934\u50cf\u3001\u6280\u80fd\u4e0e\u56de\u590d\u89c4\u5219\uff0c\u540e\u53f0\u80fd\u67e5\u79ef\u5206\u6d88\u8017\u3001\u8bbe\u9650\u989d\uff0c\u7a7a\u95f4\u8bb0\u5fc6\u5141\u8bb8\u6210\u5458\u67e5\u770b\u3001\u7ea0\u6b63\u3001\u505c\u7528\uff1b\u300c\u81ea\u52a8\u4efb\u52a1\u300d\u8ba9\u7528\u6237\u8ba2\u9605\u4e8b\u4ef6\u3001\u914d\u89c4\u5219\uff0c\u6761\u4ef6\u6ee1\u8db3\u5373\u81ea\u52a8\u5f00\u5de5\uff0c\u9996\u6279\u652f\u6301\u6307\u5b9a\u4eba\u6d88\u606f\u3001\u7fa4\u5185 @\u81ea\u5df1\u3001\u5ba1\u6279\u4efb\u52a1\u7b49\u89e6\u53d1\uff0c\u4efb\u52a1\u4f18\u5148\u5728\u4e91\u7aef\u8dd1\uff0c\u7535\u8111\u5173\u673a\u7167\u5e38\u6267\u884c\uff0c\u89c4\u5219\u4e0e\u5931\u8d25\u539f\u56e0\u90fd\u53ef\u67e5\uff1b\u300c\u4eba\u673a\u5171\u521b\u300d\u628a\u5bf9\u8bdd\u3001\u9884\u89c8\u4e0e\u53ef\u7f16\u8f91\u4ea7\u7269\u6253\u901a\uff0c\u53ef\u76f4\u63a5\u9009\u4e2d\u6bb5\u843d\u3001\u5355\u5143\u683c\u3001\u5e7b\u706f\u7247\u6216\u5e94\u7528\u533a\u57df\uff0c\u4e00\u6b21\u6807\u8bb0\u591a\u5904\u610f\u89c1\uff0cAI \u5728\u539f\u4ea7\u7269\u4e0a\u6539\u800c\u4e0d\u662f\u91cd\u751f\u6210\u4e00\u4efd\u3002\u53e6\u6709\u8d44\u6599\u7a7a\u95f4\u590d\u7528\u65e7\u6210\u679c\u3001\u624b\u673a\uff0f\u7535\u8111\uff0f\u7f51\u9875\u4e09\u7aef\u5b9e\u65f6\u540c\u6b65\u3001\u6388\u6743\u540e APP \u8fdc\u63a7\u7535\u8111\u3001\u4e2a\u4eba\u4e0e\u4f01\u4e1a\u8d26\u53f7\u6570\u636e\u9694\u79bb\u3002\u5357\u65b9\uff0b\u8bb0\u5f55\u7684\u843d\u5730\u6837\u672c\u633a\u8bf4\u660e\u95ee\u9898\uff1a\u94f6\u6cf0\u767e\u8d27\u5361\u5238\u8fd0\u8425\u56e2\u961f\u8fc7\u53bb 5 \u4eba\u8981\u5728 60 \u591a\u4e2a\u95e8\u5e97\u7fa4\u9010\u4e00\u6536\u96c6\u63d0\u62a5\u518d\u56de\u586b\u8868\u683c\uff0c\u73b0\u5728\u628a\u95e8\u5e97\u7fa4\u4e0e\u4e00\u5f20 AI \u8868\u683c\u6302\u5230\u540c\u4e00\u534f\u4f5c\u7a7a\u95f4\uff0c\u7531 Agent \u8de8\u7fa4\u6c47\u603b\u5e76\u81ea\u52a8\u66f4\u65b0\u3002\u7ade\u54c1\u4e5f\u5df2\u5728\u573a\uff1a\u98de\u4e66 2026 \u5e74 9 \u6708\u63a8\u300c\u8c46\u5305\u5de5\u4f5c\u4f19\u4f34\u300d\u8ba9 Agent \u4ee5\u72ec\u7acb\u8eab\u4efd\u8fdb\u7fa4\uff0c\u9489\u9489\u6709\u300cAI \u5c0f\u9489\u300d\u4e0e\u591a Agent \u5de5\u4f5c\u6d41\u3002\u5b98\u65b9\u81ea\u5df1\u7559\u4e86\u4e00\u53e5\u51b7\u9759\u8bdd\uff1a\u4e0a\u7ebf\u51e0\u9879\u529f\u80fd\u4e0d\u4f1a\u81ea\u52a8\u5e26\u6765\u8425\u6536\u589e\u957f\uff0c\u5f97\u770b\u54cd\u5e94\u662f\u5426\u66f4\u5feb\u3001\u4ea4\u63a5\u662f\u5426\u66f4\u5c11\u3001\u8fd4\u5de5\u662f\u5426\u964d\u4f4e\u3002<\/p>\n

\u6765\u6e90\uff1a\u79d1\u6280\u65e5\u62a5\u00b7\u300c\u8ba9 Agent \u50cf\u540c\u4e8b\u4e00\u6837\u8fdb\u7fa4\u5e72\u6d3b\u300d\uff0811-09\uff09<\/a> \uff5c \u5357\u65b9\uff0b\u00b7\u94f6\u6cf0\u767e\u8d27 60 \u591a\u4e2a\u95e8\u5e97\u7fa4\u6848\u4f8b<\/a> \uff5c \u817e\u8baf\u7f51\uff0f\u65b0\u4eac\u62a5\u8d1d\u58f3\u8d22\u7ecf\u00b7\u529f\u80fd\u5168\u91cf\u4e0a\u7ebf\u6e05\u5355<\/a> \uff5c \u5927\u6cb3\u8d22\u7acb\u65b9\u00b7AI \u529e\u516c\u7ade\u4e89\u8f6c\u5165\u534f\u4f5c\u573a\u666f\u4e0e\u7ade\u54c1\u5bf9\u7167<\/a><\/p>\n

10. \u89c6\u9891\u4fbf\u5b9c\u4e09\u6210\u3001\u4e16\u754c\u6a21\u578b\u8dd1\u8fdb 15 \u5e27\uff1a\u751f\u6210\u4fa7\u540c\u65f6\u5728\u538b\u65f6\u957f\u548c\u5355\u4ef7<\/h3>\n

\u8fd9\u4e00\u5468\u751f\u6210\u4fa7\u7684\u4e09\u6761\u66f4\u65b0\uff0c\u65b9\u5411\u51fa\u5947\u4e00\u81f4\uff1a\u628a\u300c\u4e00\u6b21\u6027\u62bd\u5361\u300d\u6539\u6210\u53ef\u53cd\u590d\u6539\u7684\u5de5\u4f5c\u6d41\uff0c\u540c\u65f6\u628a\u5355\u4ef7\u548c\u7b49\u5f85\u538b\u4e0b\u53bb\u3002\u8c37\u6b4c 11 \u6708 5 \u65e5\u8ba9 Gemini Omni 1.2 Flash \u6b63\u5f0f\u53ef\u7528\uff0c\u767b\u4e0a Arena \u6587\u751f\u89c6\u9891\u4e0e\u56fe\u751f\u89c6\u9891\u53cc\u699c\uff1b\u5355\u6bb5\u65f6\u957f\u7531 10 \u79d2\u63d0\u5230 15 \u79d2\u3001\u53ef\u5728 3\u201415 \u79d2\u95f4\u6309\u79d2\u9009\uff0c720p \u6bcf\u79d2 0.07 \u7f8e\u5143\u3001\u6bd4 1.1 \u4ee3\u4fbf\u5b9c 30%\uff08\u4e00\u6761 15 \u79d2 720p \u7ea6 1.05 \u7f8e\u5143\uff09\uff0c\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u5f0f\u7f16\u8f91\u2014\u2014\u6362\u4ea7\u54c1\u3001\u6362\u80cc\u666f\u3001\u8c03\u5149\u7167\u5929\u6c14\u3001\u6539\u753b\u5e45\uff0c\u4eba\u7269\u52a8\u4f5c\u4e0e\u6784\u56fe\u5c3d\u91cf\u4fdd\u6301\uff1b\u53ef\u5148\u7528 360p\uff0f720p \u51fa\u8349\u7a3f\uff0c\u6ee1\u610f\u518d\u653e\u5927\u5230 1080p \u6216 4K\uff0c\u8f93\u51fa\u5e26 SynthID \u6c34\u5370\uff0c\u5df2\u5728 Gemini API\u3001Google Cloud \u4e0e Google Vids \u5f00\u653e\u3002\u674e\u98de\u98de\u56e2\u961f World Labs \u653e\u51fa\u7814\u7a76\u9884\u89c8 Frameboy\uff1a\u7ecf\u63a8\u7406\u4f18\u5316\u7684\u4e16\u754c\u6a21\u578b Atlas \u4ee5\u6700\u9ad8 15fps \u5728\u4e91\u7aef\u5b9e\u65f6\u4e32\u6d41\uff0c\u6d4f\u89c8\u5668\u91cc\u53ef\u81ea\u7531\u64cd\u63a7\u955c\u5934\uff0c\u4ec5\u51ed\u5355\u5f20\u56fe\u6216\u4e00\u6bb5\u6587\u5b57\u5c31\u8865\u5168\u5468\u8fb9\u573a\u666f\u5e76\u4fdd\u7559\u591a\u89c6\u89d2\u65b0\u89c6\u56fe\u5408\u6210\u2014\u2014\u53bb\u5e74 RTFM \u8fd8\u53ea\u80fd\u5728\u5df2\u6709\u89c6\u89d2\u4e4b\u95f4\u63d2\u503c\uff1b\u5b9e\u65f6\u80fd\u529b\u5df2\u63a5\u8fdb Viewfinder \u5c01\u6d4b\uff0cAMD 9 \u6708\u5ba3\u5e03\u4ee5 82 \u4ebf\u7f8e\u5143\u5168\u80a1\u7968\u6536\u8d2d World Labs\u3002\u82f1\u4f1f\u8fbe\u7684 VFlash \u5219\u6362\u4e86\u751f\u6210\u65b9\u5f0f\uff1a\u7528 5 \u5c42\u975e\u56e0\u679c Transformer \u8349\u7a3f\u6a21\u578b\u4e00\u6b21\u5e76\u884c\u9884\u6d4b\u70b9\u3001\u6846\u3001\u8f68\u8ff9\u7b49\u89c6\u89c9\u57fa\u5143\uff0c\u66ff\u4ee3\u9010 Token \u81ea\u56de\u5f52\u89e3\u7801\uff0cJim Fan \u79f0\u52a8\u4f5c\u89e3\u7801\u6700\u9ad8\u63d0\u901f 12 \u500d\u3001\u673a\u5668\u4eba\u6574\u4f53\u63a8\u7406\u63d0\u901f 5.1 \u500d\u30013D \u8f68\u8ff9\u8bef\u5dee\u6700\u591a\u964d 61%\uff0c3D \u70b9\u8fd0\u52a8\u9884\u6d4b\u5feb\u7ea6 25 \u500d\uff1bMolmoSpaces \u56db\u7ec4\u4efb\u52a1\u91cc\uff0c\u63a5\u5165 VFlash \u89c4\u5212\u7684\u4e16\u754c\u52a8\u4f5c\u6a21\u578b\u5e73\u5747\u6210\u529f\u7387 70.2%\uff0c\u57fa\u7ebf 62.6%\u3002\u6700\u540e\u8fd9\u7ec4\u6570\u5b57\u6765\u81ea\u57fa\u51c6\u6d4b\u8bd5\uff0c\u4e0d\u80fd\u76f4\u63a5\u5916\u63a8\u5230\u771f\u5b9e\u4ea7\u7ebf\u3002<\/p>\n

\u6765\u6e90\uff1a\u817e\u8baf\u7814\u7a76\u9662 AI \u901f\u9012 20261109\uff08\u641c\u72d0\uff09\u00b7\u4e09\u6761\u66f4\u65b0\u6c47\u603b<\/a> \uff5c \u817e\u8baf\u7f51\uff0f\u754c\u9762\u00b7Gemini Omni 1.2 Flash \u964d\u4ef7 30%\uff0811-07 \u65e9\u62a5\uff09<\/a> \uff5c AI Tool Insights\u00b715 \u79d2\uff0f\u5b9a\u4ef7\uff0f\u591a\u8f6e\u7f16\u8f91\u7ec6\u8282<\/a> \uff5c AI \u4ea7\u54c1\u5e93\u00b7Google Vids \u514d\u8d39\u989d\u5ea6\u4e0e SynthID<\/a><\/p>\n

11. 25 TOPS \u53ea\u5403 2\u20145 \u74e6\uff0c\u7f16\u8bd1\u5668\u518d\u780d 76% \u5ef6\u8fdf\uff1a\u7aef\u4fa7\u628a\u529f\u8017\u7b97\u5230\u4e86\u5c0f\u6570\u70b9<\/h3>\n

\u540c\u4e00\u5929\u4e24\u5bb6\u516c\u53f8\u4ece\u786c\u4ef6\u548c\u8f6f\u4ef6\u4e24\u5934\u7ed9\u4e86\u7aef\u4fa7\u63a8\u7406\u7684\u7b54\u6848\u3002\u97e9\u56fd DEEPX \u5728\u7f8e\u53d1\u5e03 DX-M1\uff0c\u4e3b\u6253\u300c\u6478\u4e0a\u53bb\u4e0d\u70eb\u300d\uff1a\u5b98\u65b9\u79f0\u5de5\u4f5c\u8868\u9762\u6e29\u5ea6\u6bd4\u5e38\u89c4 AI \u82af\u7247\u4f4e 25\u201440\u2103\uff0c\u8d1f\u8d23\u4eba\u5f62\u5bb9\u628a\u5976\u6cb9\u653e\u4e0a\u53bb\u4e5f\u4e0d\u6613\u5316\u3002\u82af\u7247\u505a\u6210\u6807\u51c6 M.2 \u89c4\u683c\uff0c\u53ef\u76f4\u63a5\u63d2\u4e3b\u6d41\u4e3b\u677f\uff0c\u63d0\u4f9b 25 TOPS INT8 \u7b97\u529b\u800c\u6574\u673a\u529f\u8017\u63a7\u5236\u5728 2\u20145 \u74e6\uff0c\u914d 4GB LPDDR5\u3001128GB \u5d4c\u5165\u5f0f NAND \u4e0e PCIe Gen3\uff0c\u517c\u5bb9 PyTorch\u3001TensorFlow\u3001TensorFlow Lite\u3001ONNX \u5e76\u914d DXNN SDK\uff1b\u5b9a\u4f4d\u8bf4\u5f97\u5f88\u8001\u5b9e\u2014\u2014\u53ea\u505a\u8fb9\u7f18\u63a8\u7406\uff0c\u4e0d\u8bad\u7ec3\uff0c\u4e5f\u8dd1\u4e0d\u4e86 70B\uff0f27B \u7ea7\u5927\u6a21\u578b\uff0c\u9762\u5411\u672c\u5730\u89c6\u89c9\u3001\u5b9e\u65f6\u76ee\u6807\u68c0\u6d4b\u3001\u8fde\u7eed\u5f71\u50cf\u5206\u6790\u4e0e\u81ea\u4e3b\u79fb\u52a8\u673a\u5668\u4eba\u5bfc\u822a\uff0c\u5efa\u8bae\u96f6\u552e\u4ef7 139 \u7f8e\u5143\uff0c\u5df2\u5168\u7403\u5f00\u552e\u3002\u53e6\u4e00\u5934\uff0c\u7f8e\u56fd Ambiq \u53d1\u5e03 heliaAOT 1.0 \u8d85\u524d\u7f16\u8bd1\u5668\uff0c\u628a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u76f4\u63a5\u8f6c\u6210\u4f18\u5316\u8fc7\u7684 C \u4ee3\u7801\uff1b\u5728 Apollo510 \u4e0a\u5bf9\u7167 LiteRT Micro\uff0c\u5065\u5eb7\u76d1\u6d4b\u7c7b\uff08ECG\uff0fPPG\uff0f\u7761\u7720\uff09\u8d1f\u8f7d\u63a8\u7406\u5ef6\u8fdf\u6700\u9ad8\u964d 76%\u3001\u5355\u6b21\u63a8\u7406\u80fd\u8017\u964d 72%\u3001\u56fa\u4ef6\u955c\u50cf\u5c0f 56%\uff0c\u89c6\u89c9\u4e0e\u8bed\u97f3\u97f3\u9891\u7c7b\u5206\u522b\u964d 61%\uff0f51%\uff0f29% \u4e0e 52%\uff0f45%\uff0f47%\u3002\u5b83\u652f\u6301 FP16\uff0fFP32 \u514d\u6574\u6570\u91cf\u5316\uff08FP32 \u63a8\u7406\u7ea6\u5feb 4 \u500d\uff09\u300165 \u4e2a\u7b97\u5b50\u52a0\u81ea\u5b9a\u4e49\u7b97\u5b50\u3001\u6d41\u5f0f LSTM\uff0fGRU\uff0fSVDF \u505a\u5e38\u5f00\u8bed\u97f3\u4e0e\u751f\u7269\u4fe1\u53f7\u611f\u77e5\uff0c\u8fd8\u80fd\u7528\u4e00\u884c\u914d\u7f6e\u5728 15 \u6b3e Apollo SoC \u4e4b\u95f4\u91cd\u5b9a\u5411\uff1b\u8fc7\u53bb 12 \u4e2a\u6708\u8fed\u4ee3 17 \u6b21\uff0c\u7b97\u5b50\u4ece 35 \u6269\u5230 65\u3001\u76ee\u6807\u82af\u7247\u4ece 8 \u6269\u5230 15\uff0c\u5e76\u62ff\u4e86 Embedded World 2026 \u5de5\u5177\u7c7b\u6700\u4f73\u3002\u4e24\u4ef6\u4e8b\u5408\u8d77\u6765\u770b\uff1a\u7aef\u4fa7\u7684\u7ade\u4e89\u5df2\u7ecf\u4e0d\u5728\u5cf0\u503c TOPS\uff0c\u800c\u5728\u7ed9\u5b9a\u529f\u8017\u4e0e\u5185\u5b58\u9884\u7b97\u4e0b\u80fd\u585e\u8fdb\u591a\u5c11\u6a21\u578b\u3001\u5c11\u5199\u591a\u5c11\u9002\u914d\u4ee3\u7801\u3002<\/p>\n

\u6765\u6e90\uff1a\u540c\u82b1\u987a\u8d22\u7ecf\u00b7DEEPX DX-M1 \u89c4\u683c\u4e0e 139 \u7f8e\u5143\u5b9a\u4ef7\uff0811-09\uff09<\/a> \uff5c Ambiq \u5b98\u65b9\u00b7heliaAOT 1.0 \u53d1\u5e03\u4e0e\u5206\u7ec4\u57fa\u51c6\uff0811-09\uff09<\/a><\/p>\n

\u4e09\u3001\u89c4\u5219\u4e0e\u843d\u5730\uff1a\u5907\u6848\u3001\u9a97\u5c40\u4e0e\u7b2c\u4e00\u4e2a\u613f\u610f\u7528\u7684\u5355\u4f4d\uff084 \u6761\uff09<\/h2>\n

12. \u4e00\u4e2a\u5165\u53e3\u7ba1\u56db\u7c7b\u5907\u6848\uff1a\u7f51\u4fe1\u529e\u65b0\u7cfb\u7edf\u4eca\u5929\u4e0a\u7ebf\uff0c\u4e24\u5957\u65e7\u7cfb\u7edf\u540c\u65e5\u505c\u7528<\/h3>\n

\u56fd\u5bb6\u4e92\u8054\u7f51\u4fe1\u606f\u529e\u516c\u5ba4 11 \u6708 9 \u65e5\u53d1\u5e03\u901a\u544a\uff0c\u300c\u4e92\u8054\u7f51\u65b0\u6280\u672f\u65b0\u5e94\u7528\u4fe1\u606f\u670d\u52a1\u5907\u6848\u7cfb\u7edf\u300d\u6b63\u5f0f\u4e0a\u7ebf\u8fd0\u884c\uff0c\u7f51\u5740 beian.cac.gov.cn\uff0c\u53ef\u4e00\u4f53\u5316\u529e\u7406\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u3001\u7b97\u6cd5\u3001\u6df1\u5ea6\u5408\u6210\u3001\u533a\u5757\u94fe\u7b49\u65b0\u6280\u672f\u65b0\u5e94\u7528\u7684\u5907\u6848\uff0c\u539f\u300c\u4e92\u8054\u7f51\u4fe1\u606f\u670d\u52a1\u7b97\u6cd5\u5907\u6848\u7cfb\u7edf\u300d\u4e0e\u300c\u533a\u5757\u94fe\u4fe1\u606f\u670d\u52a1\u5907\u6848\u7ba1\u7406\u7cfb\u7edf\u300d\u540c\u6b65\u505c\u6b62\u4f7f\u7528\uff1b\u54a8\u8be2\u7535\u8bdd 010-82990521\uff0c\u5de5\u4f5c\u65e5 9 \u65f6\u81f3 17 \u65f6\u3002\u8fd9\u6761\u770b\u7740\u53ea\u662f\u6362\u4e86\u4e2a\u7f51\u5740\uff0c\u5b9e\u9645\u662f\u628a\u8fc7\u53bb\u6309\u6280\u672f\u5f62\u6001\u5206\u5f00\u7684\u51e0\u5957\u7533\u62a5\u6d41\u7a0b\u5408\u5e76\u5230\u540c\u4e00\u4e2a\u5165\u53e3\uff0c\u5bf9\u4f01\u4e1a\u6700\u76f4\u63a5\u7684\u5f71\u54cd\u662f\u5408\u89c4\u53f0\u8d26\u3001\u586b\u62a5\u4e3b\u4f53\u4e0e\u5386\u53f2\u5907\u6848\u4fe1\u606f\u7684\u8fc1\u79fb\u53e3\u5f84\u8981\u91cd\u65b0\u5bf9\u4e00\u904d\u3002\u5730\u65b9\u914d\u5957\u5f53\u5929\u4e5f\u8ddf\u4e0a\u4e86\uff1a\u4e0a\u6d77\u5e02\u7f51\u4fe1\u529e\u516c\u544a\u5206\u5f00\u5217\u51fa\u54a8\u8be2\u6e20\u9053\uff0c\u7b97\u6cd5\uff0f\u6df1\u5ea6\u5408\u6210\uff0f\u533a\u5757\u94fe\u5907\u6848\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u5907\u6848\u5404\u8bbe\u7535\u8bdd\u4e0e\u90ae\u7bb1\uff0c\u5e76\u9644\u5907\u6848\u586b\u62a5\u6307\u5357\u53ca\u4e09\u7c7b\u5e38\u89c1\u95ee\u9898\u7b54\u7591\uff1b\u516c\u544a\u8fd8\u660e\u786e\uff0c\u901a\u8fc7 API \u6216\u5176\u4ed6\u65b9\u5f0f\u76f4\u63a5\u8c03\u7528\u5df2\u5907\u6848\u6a21\u578b\u80fd\u529b\u3001\u9762\u5411\u5883\u5185\u516c\u4f17\u63d0\u4f9b\u4e14\u5177\u6709\u8206\u8bba\u5c5e\u6027\u6216\u793e\u4f1a\u52a8\u5458\u80fd\u529b\u7684\u751f\u6210\u5f0f AI \u670d\u52a1\uff0c\u4f1a\u540c\u76f8\u5173\u90e8\u95e8\u5f00\u5c55\u767b\u8bb0\u2014\u2014\u8fd9\u4e00\u53e5\u5bf9\u5927\u91cf\u300c\u5957\u58f3\u300d\u7c7b\u5e94\u7528\u5c24\u5176\u5173\u952e\uff0c\u8c03\u7528\u5df2\u5907\u6848\u6a21\u578b\u4e0d\u7b49\u4e8e\u81ea\u8eab\u65e0\u9700\u5c65\u884c\u624b\u7eed\u3002<\/p>\n

\u6765\u6e90\uff1a\u4e2d\u56fd\u7f51\u4fe1\u7f51\u00b7\u5173\u4e8e\u5907\u6848\u7cfb\u7edf\u4e0a\u7ebf\u7684\u901a\u544a\uff0811-09\uff09<\/a> \uff5c \u91d1\u5341\u6570\u636e\u00b7\u6bcf\u65e5\u4eba\u5de5\u667a\u80fd\u52a8\u6001\u6c47\u603b\uff082026-11-09\uff09<\/a> \uff5c \u7f51\u4fe1\u4e0a\u6d77\u00b7\u914d\u5957\u54a8\u8be2\u6e20\u9053\u4e0e\u767b\u8bb0\u53e3\u5f84\u516c\u544a<\/a><\/p>\n

13. \u6700\u9ad8 3000 \u4e07\u4e70\u7684\u4e0d\u662f\u7814\u53d1\uff0c\u662f\u300c\u7b2c\u4e00\u4e2a\u613f\u610f\u7528\u7684\u5355\u4f4d\u300d<\/h3>\n

\u5317\u4eac\u7ecf\u5f00\u533a\u7ba1\u59d4\u4f1a\u5370\u53d1\u300a\u5173\u4e8e\u52a0\u5feb\u5efa\u8bbe\u5f00\u6e90\u5f00\u653e\u4fe1\u521b\u4ea7\u4e1a\u9ad8\u5730\u7684\u82e5\u5e72\u63aa\u65bd\u300b\uff08\u4eac\u6280\u7ba1\u53d1\u30142026\u301516 \u53f7\uff0c11 \u6708 2 \u65e5\u5370\u53d1\u300111 \u6708 5 \u65e5\u9996\u90fd\u4e4b\u7a97\u516c\u5f00\uff0c\u516c\u5e03\u4e4b\u65e5\u8d77\u65bd\u884c\u81f3 2029 \u5e74 12 \u6708 31 \u65e5\uff0c\u5c5e\u5bf9 2025 \u5e74 3 \u53f7\u6587\u7684\u4fee\u8ba2\uff09\uff0c\u5341\u9879\u884c\u52a8\u91cc\u6700\u503c\u5f97\u62c6\u7684\u662f\u4e09\u5904\u300c\u6700\u9ad8 3000 \u4e07\u5143\u300d\u2014\u2014\u5b83\u4eec\u53e3\u5f84\u5e76\u4e0d\u76f8\u540c\uff0c\u5e38\u88ab\u5e76\u6210\u4e00\u53e5\u8bdd\u53cd\u800c\u4e22\u6389\u95e8\u69db\uff1a\u79d1\u6280\u5f3a\u57fa\u884c\u52a8\u5bf9\u627f\u62c5\u91cd\u5927\u79d1\u6280\u653b\u5173\u4efb\u52a1\u7684\u4f01\u4e1a\u7ed9\u6700\u9ad8 1\u22361 \u8d44\u91d1\u914d\u5957\uff0c\u6309\u9879\u76ee\u5e74\u5ea6\u8ba1\uff1b\u573a\u666f\u667a\u8dc3\u884c\u52a8\u652f\u6301\u8d85\u8282\u70b9\u670d\u52a1\u5668\u3001AI \u7ec8\u7aef\u3001\u8d85\u7ea7\u667a\u80fd\u4f53\u3001\u91cf\u5b50\u8ba1\u7b97\u4e91\u5e73\u53f0\u3001\u4e0b\u4e00\u4ee3\u79fb\u52a8\u901a\u4fe1\u7b49\u65b0\u6280\u672f\u65b0\u4ea7\u54c1\u5f00\u5c55\u9996\u8bd5\u9996\u7528\u4e0e\u4e2d\u8bd5\u9a8c\u8bc1\uff0c\u6309\u6280\u672f\u521b\u65b0\u6027\u3001\u573a\u666f\u793a\u8303\u6027\u3001\u5e94\u7528\u63a8\u5e7f\u6027\u3001\u751f\u6001\u534f\u540c\u60c5\u51b5\u8bc4\u5b9a\uff1b\u5e73\u53f0\u8d4b\u80fd\u884c\u52a8\u9762\u5411\u5b9e\u4f53\u5316\u8fd0\u884c\u7684\u5171\u6027\u6280\u672f\u8d4b\u80fd\u4e2d\u5fc3\uff0c\u8fde\u7eed\u4e0d\u8d85\u8fc7\u4e09\u5e74\u3001\u6bcf\u5e74\u6700\u9ad8 3000 \u4e07\u5143\u3002\u6b64\u5916\u300c\u96c1\u9635\u8ba1\u5212\u300d\u6309\u7814\u53d1\u9879\u76ee\u603b\u989d\u4e0d\u8d85\u8fc7 50% \u652f\u6301\uff0c\u65b9\u5411\u805a\u7126\u4eba\u5de5\u667a\u80fd\u30016G\u3001\u91cf\u5b50\u4fe1\u606f\uff0c\u4e5f\u70b9\u540d\u8111\u673a\u63a5\u53e3\u3001\u5149\u7535\u5b50\u3001\u5177\u8eab\u667a\u80fd\u3002\u9002\u7528\u8303\u56f4\u5199\u5728\u9644\u5219\uff1a\u4ea6\u5e84\u65b0\u57ce 225 \u5e73\u65b9\u516c\u91cc\u5185\u4f9d\u6cd5\u7ecf\u8425\u3001\u5c5e\u4fe1\u606f\u6280\u672f\u5e94\u7528\u521b\u65b0\u9886\u57df\u7684\u4f01\u4e8b\u4e1a\u5355\u4f4d\u4e0e\u793e\u4f1a\u7ec4\u7ec7\uff0c\u8981\u6c42\u8fd1\u4e09\u5e74\u65e0\u91cd\u5927\u884c\u653f\u5904\u7f5a\u4e0e\u5211\u4e8b\u72af\u7f6a\u8bb0\u5f55\u3001\u672a\u5217\u5165\u4e25\u91cd\u8fdd\u6cd5\u5931\u4fe1\u540d\u5355\uff0c\u540c\u4e00\u9879\u76ee\u300c\u4ece\u4f18\u4e0d\u91cd\u590d\u300d\u3002\u653f\u7b56\u4e70\u7684\u662f\u4ece\u6837\u673a\u5230\u53ef\u7528\u4e4b\u95f4\u90a3\u6bb5\u6ca1\u4eba\u613f\u610f\u5148\u8bd5\u7684\u98ce\u9669\uff0c\u8fd9\u4e2a\u5224\u65ad\u653e\u5728\u56fd\u5bb6\u53d1\u6539\u59d4\u9996\u6279 136 \u9879\u6807\u5fd7\u6027\u91cd\u5927\u5e94\u7528\u573a\u666f\u6e05\u5355\uff08\u6d89\u65b0\u6280\u672f 1700 \u4f59\u9879\u3001\u65b0\u4ea7\u54c1 1200 \u4f59\u9879\u3001\u65b0\u6807\u51c6\u89c4\u8303 2200 \u4f59\u9879\uff09\u7684\u80cc\u666f\u4e0b\u66f4\u6e05\u695a\uff1a\u5361\u70b9\u5f80\u5f80\u4e0d\u662f\u9020\u4e0d\u51fa\u6765\uff0c\u662f\u6ca1\u5730\u65b9\u7b2c\u4e00\u6b21\u7528\u3002<\/p>\n

\u6765\u6e90\uff1a\u901a\u4fe1\u4e16\u754c\u7f51\u00b7\u5341\u9879\u884c\u52a8\u539f\u6587\u4e0e\u4e09\u6761 3000 \u4e07\u901a\u9053<\/a> \uff5c \u754c\u9762\u65b0\u95fb\u00b7\u63aa\u65bd\u5168\u6587\uff0811-09 \u76f8\u5173\u62a5\u9053\uff09<\/a> \uff5c \u7f51\u6613\u00b7\u6587\u53f7\u3001\u6548\u529b\u671f\u4e0e\u9002\u7528\u95e8\u69db\u9010\u6761\u6838\u5bf9\uff0811-09\uff09<\/a> \uff5c \u73af\u7403\u7f51\u00b7\u53d1\u6539\u59d4 136 \u9879\u5e94\u7528\u573a\u666f\u6e05\u5355\u80cc\u666f<\/a><\/p>\n

14. 1.29 \u4ebf\u7f8e\u5143\u88ab\u300c\u5047 CEO\u300d\u9a97\u8d70\uff1a\u58f0\u97f3\u719f\u6089\uff0c\u4e0d\u7b49\u4e8e\u6307\u4ee4\u771f\u5b9e<\/h3>\n

\u7f8e\u56fd\u7ebd\u7ea6\u5357\u533a\u8054\u90a6\u68c0\u5bdf\u5b98\u529e\u516c\u5ba4 11 \u6708 5 \u65e5\u89e3\u5c01\u7684\u8d77\u8bc9\u4e66\uff0c\u628a AI \u8bed\u97f3\u514b\u9686\u4ece\u6f14\u793a\u89c6\u9891\u62c9\u5230\u4e86\u8d22\u52a1\u5ba1\u6279\u6d41\u7a0b\u91cc\u3002\u4e09\u540d\u88ab\u544a Jacob Soall\uff0841\uff09\u3001Sharon Hazan\uff0854\uff09\u3001Guy Sheetrit\uff0842\uff09\u88ab\u63a7\u5728 2024 \u5e74 7 \u6708\u81f3 2026 \u5e74 2 \u6708\u95f4\uff0c\u5148\u6311\u51fa\u6709\u6743\u6279\u51c6\u5927\u989d\u8f6c\u8d26\u7684\u8d22\u52a1\u4eba\u5458\uff0c\u7528\u770b\u4f3c CEO \u7684\u90ae\u4ef6\uff08\u7ecf DocuSign \u7b49\u7535\u5b50\u7b7e\u540d\u670d\u52a1\uff09\u4e0e\u4fdd\u5bc6\u534f\u8bae\u94fa\u57ab\u300c\u673a\u5bc6\u4ea4\u6613\u300d\uff0c\u518d\u5b89\u6392\u7535\u8bdd\u6216\u89c6\u9891\u4f1a\u8bae\uff0c\u4ee5 AI \u4eff\u58f0\u3001\u6709\u65f6\u8fde\u5f62\u8c61\u4e00\u8d77\u4eff\uff0c\u8ba9\u5458\u5de5\u76f8\u4fe1\u6307\u4ee4\u6765\u81ea\u672c\u4eba\uff1b\u63a5\u7740\u628a\u4eba\u8f6c\u7ed9\u300c\u5927\u578b\u56fd\u9645\u5f8b\u6240\u5f8b\u5e08\u300d\u2014\u2014\u901a\u5e38\u6311\u5168\u7403\u6392\u540d\u524d 50 \u7684\u4e8b\u52a1\u6240\u3001\u5192\u7528\u5176\u6b27\u6d32\u529e\u4e8b\u5904\u771f\u5b9e\u5f8b\u5e08\u8eab\u4efd\u2014\u2014\u7531\u5047\u5f8b\u5e08\u4ee5\u6536\u8d2d\u7b49\u91cd\u5927\u4ea4\u6613\u4e3a\u7531\u5f3a\u8c03\u4fdd\u5bc6\u3001\u4e0d\u5f97\u4e0e\u540c\u4e8b\u8ba8\u8bba\uff0c\u6700\u540e\u8bf1\u5bfc\u6c47\u6b3e\u3002\u94b1\u8fdb\u5165\u7f8e\u56fd\u3001\u897f\u73ed\u7259\u3001\u8461\u8404\u7259\u3001\u5e0c\u814a\u3001\u963f\u8054\u914b\u3001\u65b0\u52a0\u5761\u3001\u5965\u5730\u5229\u3001\u65af\u6d1b\u4f10\u514b\u3001\u4e2d\u56fd\u7b49\u5730\u8d26\u6237\u540e\u6362\u6210\u52a0\u5bc6\u8d27\u5e01\u518d\u5206\u8d43\u3002\u5df2\u62ab\u9732\u7684\u53d7\u5bb3\u8005\u5305\u62ec\u5bc6\u82cf\u91cc\u5dde\u67d0\u533b\u9662\u7cfb\u7edf\u7ea6 483 \u4e07\u7f8e\u5143\u3001\u7f57\u5fb7\u5c9b\u67d0\u94f6\u884c\u7ea6 268 \u4e07\u3001\u52a0\u5dde\u67d0\u533b\u9662\u7cfb\u7edf\u7ea6 297 \u4e07\u3001\u82f1\u56fd\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7ea6 1158 \u4e07\u3001\u9ebb\u7701\u67d0\u5171\u540c\u57fa\u91d1\u7ea6 464 \u4e07\u3001\u4f5b\u5dde\u67d0\u5ba0\u7269\u98df\u54c1\u516c\u53f8\u7ea6 524 \u4e07\uff0c\u5408\u8ba1\u635f\u5931\u8d85\u8fc7 1.29 \u4ebf\u7f8e\u5143\u2014\u2014\u8fd9\u662f\u6a2a\u8de8\u8fd1\u4e24\u5e74\u7684\u6574\u4f53\u9a97\u5c40\u91d1\u989d\uff0c\u4e0d\u662f\u5355\u65e5\u653b\u51fb\u3002Soall \u624b\u8fb9\u8fd8\u6709\u4e00\u4efd\u624b\u5199\u300aLawyer Call\u300b\u811a\u672c\uff0c\u7528\u76d1\u7ba1\u8981\u6c42\u3001\u5185\u5e55\u4ea4\u6613\u98ce\u9669\u7b49\u7406\u7531\u8bf4\u670d\u5458\u5de5\u522b\u53bb\u6838\u5b9e\u3002\u4e09\u4eba\u5206\u522b\u5728\u897f\u73ed\u7259\u3001\u82f1\u56fd\u843d\u7f51\uff0c\u9762\u4e34\u5171\u8c0b\u7535\u6c47\u6b3a\u8bc8\u3001\u7535\u6c47\u6b3a\u8bc8\u3001\u52a0\u91cd\u8eab\u4efd\u76d7\u7a83\u3001\u5171\u8c0b\u6d17\u94b1\u4e0e\u6d17\u94b1\u7b49\u4e03\u9879\u6307\u63a7\uff0c\u7535\u6c47\u6b3a\u8bc8\u4e0e\u5171\u8c0b\u6d17\u94b1\u5355\u9879\u6700\u9ad8\u53ef\u5224 20 \u5e74\u3002\u5fc5\u987b\u5199\u6e05\u695a\uff1a\u8fd9\u4e9b\u662f\u6307\u63a7\uff0c\u5c1a\u672a\u7ecf\u6cd5\u9662\u5b9a\u7f6a\uff0c\u4e09\u4eba\u5728\u6cd5\u5f8b\u4e0a\u63a8\u5b9a\u65e0\u7f6a\u3002\u5bf9\u4f01\u4e1a\u6700\u76f4\u63a5\u7684\u6559\u8bad\u4e0d\u662f\u4e70\u4e2a\u68c0\u6d4b\u5de5\u5177\uff0c\u800c\u662f\u7ed9\u5927\u989d\u8f6c\u8d26\u52a0\u4e00\u6761\u300c\u7528\u5df2\u77e5\u53f7\u7801\u3001\u4ece\u53e6\u4e00\u6761\u901a\u9053\u56de\u62e8\u786e\u8ba4\u300d\u7684\u786c\u89c4\u5219\u2014\u2014\u719f\u6089\u7684\u58f0\u97f3\u548c\u8138\uff0c\u6070\u6070\u662f\u8fd9\u5957\u9a97\u5c40\u6700\u597d\u7528\u7684\u901a\u884c\u8bc1\u3002<\/p>\n

\u6765\u6e90\uff1a\u65b0\u6d6a\u8d22\u7ecf\u00b7\u8d77\u8bc9\u4e66\u6d41\u7a0b\u4e0e\u53d7\u5bb3\u4eba\u660e\u7ec6\uff0811-08\uff09<\/a> \uff5c AIDirectory\u00b7\u8f6c\u300a\u7ebd\u7ea6\u65f6\u62a5\u300b\u62a5\u9053\u4e0e\u6307\u63a7\u6458\u8981<\/a> \uff5c ScamTV\u00b7\u4e03\u9879\u6307\u63a7\u3001\u5211\u671f\u4e0e\u672a\u5b9a\u7f6a\u58f0\u660e<\/a> \uff5c AI Round-up\u00b79 November 2026 \u5f53\u65e5\u5934\u6761\u4e0e\u53e3\u5f84\u63d0\u793a<\/a><\/p>\n

15. 42 \u5bb6\u673a\u6784\u51d1\u4e00\u4e2a\u300c\u901a\u7528\u5177\u8eab\u5927\u8111\u300d\uff0c\u8fdb\u535a\u4f1a\u914d\u5957\u4f1a\u4e0a\u5148\u4ea4\u4e86\u4e09\u4ef6\u4ea7\u54c1<\/h3>\n

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