{"id":49314,"topic":"ai","source":"新浪网","title":"AI产业跑出创新“加速度” - 新浪网","url":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","url_hash":"c5d292090802dcdf6771096c59e79eee08e2dca9","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMif0FVX3lxTE5qXzVORGJuQW9nNy1fM3RQT0JiSTRGU0YydFpSamNyeElzdVZlNHVnTWJLWVA1cHAtNXU4bmRETkk1YWVwMk1RZS00YWlCdWhEQVJWNTZDci1TSmZqV3Z3RXl4dS12bHZJRi1RQi14emxra3FvOHljWWVJTEZDdzg?oc=5\" target=\"_blank\">AI产业跑出创新“加速度”</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">新浪网</font>","content":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","image_url":"http://n.sinaimg.cn/spider20260730/660/w400h260/20260730/c4bc-c12b02d9b4859f62fb78ab2d5ec6c9f4.jpg","lang":"zh","published_at":"2026-07-29T23:16:00+00:00","fetched_at":"2026-07-30T00:15:07+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 6940 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":6940,"summary_length":6940,"usable_text_length":6940,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":6940,"summary_length":6940}},"news_item":{"id":49314,"canonical_url":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","source_url":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","title":"AI产业跑出创新“加速度” - 新浪网","source_name":"新浪网","author":null,"published_at":"2026-07-29T23:16:00+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMif0FVX3lxTE5qXzVORGJuQW9nNy1fM3RQT0JiSTRGU0YydFpSamNyeElzdVZlNHVnTWJLWVA1cHAtNXU4bmRETkk1YWVwMk1RZS00YWlCdWhEQVJWNTZDci1TSmZqV3Z3RXl4dS12bHZJRi1RQi14emxra3FvOHljWWVJTEZDdzg?oc=5\" target=\"_blank\">AI产业跑出创新“加速度”</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">新浪网</font>","full_text":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","excerpt":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 6940 characters.","diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_5952915720_162d2490806704kjhu.html%3Ffrom%3Dtech","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 6940 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":6940,"summary_length":6940,"usable_text_length":6940,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":6940,"summary_length":6940}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"AI产业跑出创新“加速度” - 新浪网","url":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","summary":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","source":"新浪网","date":"2026-07-29T23:16:00+00:00","content":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_5952915720_162d2490806704kjhu.html%3Ffrom%3Dtech","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 6940 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 6940 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":6940,"summary_length":6940,"usable_text_length":6940,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":6940,"summary_length":6940}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/49314","export_markdown":"/api/items/49314/export?format=markdown","export_json":"/api/items/49314/export?format=json","diagnose":"/api/diagnose?url=https%3A//k.sina.com.cn/article_5952915720_162d2490806704kjhu.html%3Ffrom%3Dtech"},"formats":{"full":{"id":49314,"title":"AI产业跑出创新“加速度” - 新浪网","url":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","source":"新浪网","author":null,"published_at":"2026-07-29T23:16:00+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","full_text":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 6940 characters.","diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_5952915720_162d2490806704kjhu.html%3Ffrom%3Dtech","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 6940 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":6940,"summary_length":6940,"usable_text_length":6940,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":6940,"summary_length":6940}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 6940 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":6940,"summary_length":6940,"usable_text_length":6940,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":6940,"summary_length":6940}},"actions":{"read":"/item/49314","export_markdown":"/api/items/49314/export?format=markdown","export_json":"/api/items/49314/export?format=json","diagnose":"/api/diagnose?url=https%3A//k.sina.com.cn/article_5952915720_162d2490806704kjhu.html%3Ffrom%3Dtech"}},"digest":{"id":49314,"title":"AI产业跑出创新“加速度” - 新浪网","url":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","source":"新浪网","topic":"ai","published_at":"2026-07-29T23:16:00+00:00","excerpt":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼ ããè½¬èªï¼æ¹å·æ¥æ¥ ããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 6940 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"AI产业跑出创新“加速度” - 新浪网","subtitle":"新浪网 · 2026-07-29","summary":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼ ããè½¬èªï¼æ¹å·æ¥æ¥ ããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å…","badges":["quality:high"],"links":{"read":"/item/49314","original":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","diagnose":"/api/diagnose?url=https%3A//k.sina.com.cn/article_5952915720_162d2490806704kjhu.html%3Ffrom%3Dtech"},"quality_warning":null},"export":{"title":"AI产业跑出创新“加速度” - 新浪网","url":"https://k.sina.com.cn/article_5952915720_162d2490806704kjhu.html?from=tech","summary":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","source":"新浪网","date":"2026-07-29T23:16:00+00:00","content":"ããï¼æ¥æºï¼æ¹å·æ¥æ¥ï¼\nããè½¬èªï¼æ¹å·æ¥æ¥\nããå½åï¼äººå·¥æºè½ææ¯åæ°åç°ç¾¤ä½æ§çªç ´ï¼æ·±å»æ¹åäººç±»çäº§çæ´»æ¹å¼ï¼éå¡å ¨çäº§ä¸æ ¼å±ãä»2018å¹´é¦æ¬¡ä¸¾åä¸çäººå·¥æºè½å¤§ä¼è³ä»ï¼ä¸æµ·è·åºäºä»¤äººç©ç®çâAIå éåº¦âï¼äº§ä¸è§æ¨¡ä¸æå¢å ãç®åçåºãæ¨¡åå¼é¢ãåºç¨èµè½â¦â¦éè¿æå»ºå ¨é¾æ¡äº§ä¸çæï¼ä¸æµ·äººå·¥æºè½äº§ä¸ä¸ä¸æ¸¸ååãè½¯ç¡¬ä»¶å¹¶è¿ï¼åæ°ææå éæ¶ç°ã\nããä»ç®ååºç¡è®¾æ½å°å¤§æ¨¡ååæ°ï¼åå°çå®åºæ¯åºç¨ï¼ä¸æµ·äººå·¥æºè½äº§ä¸é¾æå»ºäºå®æ´éç¯çæï¼æä¸ºè§å¯æå½äººå·¥æºè½äº§ä¸åå±çæ ·æ¬åå¸ãæªè³ç®åï¼ä¸æµ·æºè½ç®åè§æ¨¡çªç ´17ä¸Pï¼394å®¶è§ä¸äººå·¥æºè½ä¼ä¸äº§ä¸è§æ¨¡è¶ 6370äº¿å ï¼åæ¯å¢é¿39.5%ã\nãã7æ17æ¥è³20æ¥ï¼2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®ï¼2026WAICï¼å¨ä¸æµ·ä¸¾è¡ï¼æ±é1100ä½å®¶ä¼ä¸ï¼è¶ 300æ¬¾äº§åå®ç°å ¨çé¦åï¼å ¨æ¯åç°AIäº§ä¸ä»åºå±ç®åå°åºç¨çæçæªæ¥èµ°åãä½ä¸ºåæ²¿ææ¯çå±ç¤ºçªå£ãå å¼ºå¯¹è¯äº¤æµçå¹³å°ï¼ä¸çäººå·¥æºè½å¤§ä¼å©åä¸æµ·å å¿«å»ºè®¾å ¨çäººå·¥æºè½åæ°é«å°ã\nãã1.å æå¸å±\nããæ¶é´æ¨åå°2019å¹´ï¼å½¼æ¶ï¼äººå·¥æºè½äº§ä¸ç»åä¸è½®æèµçåè¿å ¥å·éæï¼è¡ä¸æ®éå ³æ³¨AIç©¶ç«è½å¦èµ°åºå®éªå®¤ã\nããè¿ä¸å¹´ï¼æ¾ä»»åæ±¤éå¢è¡ä»½æéå ¬å¸æ»è£çå¼ æå¨ä¸æµ·åç«å£ä»ç§æï¼ä¸»æ»é«æ§è½éç¨å¾å½¢å¤çå¨ï¼GPUï¼èµéã\nããä¸å¹´åï¼å¤ä½æ¥æå¤å¹´é«æ§è½GPUç åç»éªçä¸çâèå°âï¼å¨ä¸æµ·æç«æ²æ¦éæçµè·¯ï¼ä¸æµ·ï¼è¡ä»½æéå ¬å¸ãâå½æ¶ç®åéæ±è¿æ²¡æçåï¼ä½æä»¬å¤æï¼ä¼´éAIè¿ä¸æ¥åå±ï¼éç¨ãç¨³å®ãå¯é çç®åå°åå¾æ´å éè¦ãâæ²æ¦è¡ä»½é¦å¸äº§åå®ãé«çº§å¯æ»è£åå½æ¢è¯´ã\nããä¸ºä»ä¹éæ©ä¸æµ·ï¼åå½æ¢å¦è¨ï¼ç§æåä¸çé¾ç¹å¨äºéæ±ä¸ææ¯ä¹é´ç»å¸¸åå¨âæ¶å·®âï¼çéæ±çæ£çåååè¡¥ææ¯ï¼å¾å¾å·²ç»æ¥ä¸åï¼ä½å¨éæ±å°ä¸æ¸ æ°æ¶æåæå ¥ï¼ä¼ä¸è¦ç©¿è¶æ¼«é¿çä¸ç¡®å®æãä¸æµ·çä¼å¿ï¼æ°æ°å¨äºéè¿æå»ºèµæ¬ãäººæåäº§ä¸é¾ççæéç¯ï¼ææç¼©çäºææ¯ä»å®éªå®¤èµ°åå¸åºçè·ç¦»ã\nãã2021å¹´ååï¼æ²æ¦è¡ä»½å¤äºé«ç«¯GPUè¯çç åæ»åé¶æ®µï¼ä¸æµ·ç§åä¸å¿åºéåä¸å ¶Aè½®èèµï¼æ¯æä¼ä¸æç»ç åã\nããå¯¹ä¼ä¸èè¨ï¼é¤äºèµéï¼äº§ä¸é¾ååä¼å¿åæ ·éè¦ãå¨ä¸æµ·ï¼ä»è¯çè®¾è®¡ãå¶é ãå°æµå°è®¾å¤ææï¼ä¼ä¸å¨è¾å°åå¾å å°±è½æ¾å°åä½ä¼ä¼´ï¼å®ç°å ¨é¾æ¡é å¥ï¼è¿ç§ååæå©äºç åéåº¦æåã2022å¹´åºï¼æ²æ¦è¡ä»½æ¦äºC500äº¤ä»æµçï¼2023å¹´6æè¯çåçåï¼ä» ç¨5å°æ¶ä¾¿å®æè¯çåè½æµè¯ãæ¤åï¼å ¬å¸ç»§ç»åè½¯ä»¶çæåéç¾¤äº¤ä»å»¶ä¼¸ãæªè³2025å¹´åºï¼æ²æ¦è¡ä»½GPUäº§åç´¯è®¡ééè¶ 5.5ä¸é¢ï¼é¨ç½²äº10ä½ä¸ªæºç®éç¾¤ã\nããäº§ä¸æé¿ç¦»ä¸å¼åå¸çæç¥å¸å±ï¼ä¸æµ·è¿æè¯¸å¤ç±»ä¼¼çâå ææ£âãå£ä»ç§æãä¸æµ·å¤©æ°æºè¯åå¯¼ä½è¡ä»½æéå ¬å¸ãç§åç§æçç®åä¼ä¸çæé¿è¿ç¨ä¸ï¼é½è½çå°ä¸æµ·å½èµçèµæ¬çèº«å½±ã2026å¹´ä»¥æ¥ï¼ä¸æµ·GPUè¯çä¼ä¸å¯éç»éèµæ¬å¸åºï¼æèµ·äºAIè¯çæ¢å èµæ¬èµéççæ½®ã\nããä»å»ºè®¾ç®åå°è°åº¦ç®åï¼ä¸æµ·çå æå¸å±éæ¥è¦çè¯çãè½¯ä»¶ãå¹³å°åæå¡ï¼ä¸æ¡ç®ååºç¡è®¾æ½é¾æ¡å¼å§æå½¢ã\nãã2.å ¨é¾åå\nããææ¯è¿ä»£è¶å¿«ï¼æ³è¦ä¾é æé¡¹ææ¯çåç¹çªç ´æ¥å¸¦å¨äº§ä¸æ´ä½è·åå°±è¶å°é¾ãå¦ä»ï¼äº§ä¸åæ°è¶æ¥è¶åä¸åºç³»ç»ä½æãå¨æºç®é¢åï¼ä¸é¢GPUè¯çè½å¦å ååæ¥ä½ç¨ï¼ä¸ä» åå³äºè¯çæ¬èº«ï¼è¿åå³äºåå¨ãäºèãæå¡å¨ãæ£çãä¾çµãè½¯ä»¶ååºç¨çç¯èè½å¦ååã\nããå¨è¿æ¹é¢ï¼ä¸æµ·ç¬å ·ä¼å¿ãå£ä»ç§æAIæ¡æ¶æ¶æå¯æ»è£ä¸äºå¸åè®°è è®²è¿°äºä¸æ¬¡ç±4å®¶ä¸æµ·ä¼ä¸å ±åå®æçåæ²¿ææ¯æ»å ³ã\nããæ äºä»è¿ éå¢é¿çç®åéæ±è¯´èµ·ãå½åï¼å¤§æ¨¡åæ£åä¸äº¿çº§åæ°ãå¤æ¨¡ææ··åä¸å®¶ï¼MoEï¼æ¶æåè¶ é¿ä¸ä¸ææ¼è¿ï¼æºè½ä½å°AIä»ç®åé®çæ¨åä»£ç å¼åãæ¹æ¡è®¾è®¡çå¤æé¿ç¨ä»»å¡ï¼å¯¹è®ç»ç¹å«æ¯æ¨çç®åæåºäºæ´é«è¦æ±ï¼ä½è¿ä» é âå å¡âå¹¶ä¸è½è§£å³é®é¢ãâè¿ç±»ä¼¼äºä¼ä¸é¨é¨åä½ï¼ç®åä»»å¡å¯ä»¥ç±æ¯ä¸ªäººç¬ç«å®æï¼å¤æä»»å¡åéè¦è·¨é¨é¨åä½ãå¦æèµæºè°åº¦ä¸åçãæ²ééåº¦ä¸å¤å¿«ï¼å³ä¾¿æ¥æä¸ä¸ååå·¥ï¼ä¹å¾é¾åæ¥ä¸ä¸äººçæçãâä¸äºå¸è¯´ï¼æ¨¡åè§æ¨¡è¶å¤§ï¼GPUä¹é´çæ°æ®äº¤æ¢è¶é¢ç¹ï¼éä¿¡å°±è¶å®¹ææä¸ºç³»ç»ç¶é¢ã\nããè¶ èç¹ææ¯ç±æ¤èµ°ååå°ãå®éè¿é«éäºèæå¤å¼ GPUãå¤å°æå¡å¨è¿æ¥æä¸ä¸ªæ´ä½ãç¶èï¼æ°çé¾é¢éä¹èæ¥ï¼å¡ä¸å¡ãæå¡å¨ä¸æå¡å¨ä¹é´ï¼å¦ä½å®ç°æ´å¤§å¸¦å®½ãæ´ä½æ¶å»¶åå åè¯ä¹çé«æéä¿¡ï¼âä¼ ç»çµäºè¿ä¾é çµä¿¡å·ä¼ è¾æ°æ®ï¼éçä¼ è¾è·ç¦»æé¿ï¼ä¿¡å·è¡°åãå¹²æ°åç¨³å®æ§é®é¢ä¼éæ¸æ¾ç°ãâä¸äºå¸ä»ç»ï¼åæ²¿çå äºè¿ææ¯æè®¸è½æä¾è§£å³æ¹æ¡ï¼ä½å¯¹äºå°å äºè¿çæ£è£ è¿å½äº§GPUè¶ èç¹ï¼å½æ¶å½å è¿ç¼ºå°æççå·¥ç¨åéªè¯ï¼æ²¡æäººæ¢âç¬¬ä¸ä¸ªåèè¹âã\nããå·§åçæ¯ï¼å¨ä¸æµ·å¦ä¸æ¯å¢éå·²å¨å æ¹åæ¢ç´¢å¤å¹´ã\nãã2016å¹´ï¼æ²äº¦æ¨å¨å½å¤ç¥åé«æ ¡å®æåå£«ç ç©¶ãä»å¤æï¼æ©å°å®å¾å·²é¼è¿æéï¼èå å¨ä¸äºæ¹é¢è½çªç ´æ¶ä½ç®¡æ¬èº«çéå¶ãâAIéç¾¤è§æ¨¡ä¸ææ©å¤§ï¼ä¼ ç»çµäºè¿çå¸¦å®½ãå»¶è¿ååèä¼æä¸ºè¶æ¥è¶çªåºçç¶é¢ï¼èå äºè¿ãå äº¤æ¢å¨ç§å¦æºçä¸åå¨çªç ´çå¯è½ãâæ²äº¦æ¨ä¸æ³ç©ºçæºä¼ï¼äºæ¯éæ©åä¸ï¼æç«äºä¸æµ·æ¦æºç§æè¡ä»½æéå ¬å¸ã\nããå¨ä¸æµ·ï¼äº§ä¸é¾ä¸ä¸æ¸¸ä¼ä¸è·ç¦»è¿ï¼åä½åé¦å¨æå¿«ï¼æ¦æºç§æå°±æ¯åçè ã2018å¹´ï¼æ²äº¦æ¨å°æ¦æºç§æç åä¸å¿è½¬ç§»è³ä¸æµ·æµ¦ä¸ï¼å ä¸ºè¿éæé«å¯åº¦çäº§ä¸éç¾¤ã\nããå¾å¿«ï¼æ¦æºç§æä¸å£ä»ç§æâæ¦åºäºç«è±âã2025ä¸çäººå·¥æºè½å¤§ä¼ä¸ï¼ç±æ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯èåæé çâåå¸å¼OCSå ¨å äºè¿è¯çåè¶ èç¹åºç¨åæ°æ¹æ¡âå¤åå ³æ³¨ãéåï¼ä¸æµ·ä»ªçµèåæ¦æºç§æãå£ä»ç§æãä¸å ´éè®¯åå¸å½å é¦ä¸ªå äºè¿å äº¤æ¢GPUè¶ èç¹âå è·LightSphereÂ Xâï¼2026å¹´3æï¼å½äº§å äºè¿å äº¤æ¢è¶ èç¹âå è·128å¡åç¨çâæ£å¼è½å°2048å¡éç¾¤ã\nããå¨è¿é¡¹åä½ä¸ï¼4å®¶ä¼ä¸ç´§å¯ååãåå¸å ¶èï¼å£ä»ç§æä¸ºæ¥å ¥å äºè¿ï¼éæ°è®¾è®¡GPUæ¿å¡åå ¨æ°è½½æ¿äºè¿ï¼æ¦æºç§æè´è´£çµå è½¬æ¢ãå ä¿¡å·ä¼ è¾ä¸äº¤æ¢ï¼ä¸å ´éè®¯å°GPUæ¿å¡ãå äºè¿é¨ä»¶ä¸æå¡å¨ç³»ç»éæï¼ä¸æµ·ä»ªçµæä¾æºç®å¹³å°ååºç¨åºæ¯ãå¦æç¼ºå°å ¶ä¸ä»»ä½ä¸æ¹ï¼æ´å¥ç³»ç»é½é¾ä»¥å¤§è§æ¨¡è½å°è¿è¡ã\nãã2026ä¸çäººå·¥æºè½å¤§ä¼æ¨äººå·¥æºè½å ¨çæ²»çé«çº§å«ä¼è®®æé´ï¼ç±»ä¼¼çè·¨çåä½è¿æå¾å¤ãæ¬å±å¤§ä¼å´ç»ä¸çæ¨¡åãå¼æºæºè½ä½ãTokenç»æµãOPCçè®®é¢ï¼æ·±å ¥æ¢è®¨è¡ä¸æ°è¶å¿ã\nãã3.è½å°æå¿\nããç®ååºåº§æ¯å¦ææï¼æç»è¦çè½å¦æ¯ææ¨¡åè¿åï¼è§£å³çå®é®é¢ã\nããæç«äº2022å¹´åçä¸æµ·ç¨å®ç§ææéå ¬å¸éè¿èªä¸»ç åå¤æ¨¡æéç¨å¤§æ¨¡åï¼å·²æå¡è¶ è¿200ä¸ªå½å®¶åå°åºçé¾3äº¿åä¸ªäººç¨æ·ï¼å¹¶æå¡ä¸ç¾ä¸ä¼ä¸å®¢æ·åå¼åè ã\nããå¦ä½å¨çæ¶é´å åå¾å¦æ¤äº®ç¼çææï¼å ¬å¸å¯æ»è£ä¸¥å¥éªè¯´ï¼å ¬å¸åæææ¯é©±å¨ï¼ä½å é æ¨¡åæ¬èº«æ¯ä¸å¤çãâä»ä¸æ¸¸åå¯¼ä½ãè¯çå¶é å°è½¯ä»¶ãäºå¹³å°ï¼åå°äººå·¥æºè½æ¬èº«ï¼äº§ä¸é¾ååè½åå³å®äºå ¬å¸çåå±éåº¦ãä¸æµ·æå»ºçAIäº§ä¸é¾çæï¼è®©ææ¯ç§¯ç´¯åäº§ä¸è½å°åæ¶æ¨è¿æä¸ºç°å®ãâ\nããé¤äºä¼ä¸åºäºå¸åºéæ±èªåå¯»æ¾åºç¨ï¼ä¸æµ·è¿ä¸»å¨åæç§ç åå¶é è¿ç¨ä¸ççç¹ï¼æé AIææ¯ççå®è®ç»åºãä¸æµ·ç§å¦æºè½ç ç©¶é¢å¯é¢é¿ãå¤æ¦å¤§å¦äººå·¥æºè½åæ°ä¸äº§ä¸ç ç©¶é¢å¯é¢é¿ç¨è¿è¡¨ç¤ºï¼ä»åºç¡å·¥å ·è¾ å©ææãç§å¦æºè½ä½å ¨é¾è·¯èµè½ï¼å°å¤æºè½ä½è·¨å¦ç§ååï¼ç§å¦æºè½åå±å°è¡è³ç»ç»è½æåçº§é¶æ®µï¼å¿ é¡»èµ°å¤è·¯å¾å·®å¼ååå±è·¯çº¿ï¼å éæé ç§å¦æºè½çæã\nããä¸ºæ¤ï¼ä¸æµ·ç§å¦æºè½ç ç©¶é¢èåå¤æ¦å¤§å¦ãæ éå å¹´æé äºææ²³å¯æºç§å¦æºè½å¼æ¾å¹³å°ï¼è´¯éç§ç å ¨æµç¨ï¼è®©AIæä¸ºç§å¦å®¶çâè¶ çº§åä¼äººâãå¹³å°å·²æ±è12ä¸ªå¦ç§ç400å¤ä¸ªç§å¦æ¨¡åä¸å·¥å ·ï¼å¸å¼120å¤ä¸ªå®éªå¢éå ¥é©»ã\nããä¸ºè§£å³å¶é ä¼ä¸æéæ±å´æ¾ä¸å°æ¹æ¡ãæå¡åæææ¯å´ç¼ºå°çå®äº§çº¿åºæ¯çå±é¢ï¼ãä¸æµ·å¸å å¿«æ¨å¨âAI+å¶é âåå±çå®æ½æ¹æ¡ãæåºï¼éè¿3å¹´æ¶é´ï¼æ¨å¨3000å®¶å¶é ä¸ä¼ä¸å®ç°æºè½ååºç¨ï¼æé 10ä¸ªè¡ä¸æ ææ¨¡åï¼å½¢æ100ä¸ªæ ææºè½äº§åï¼æ¨å¹¿100ä¸ªç¤ºèåºç¨åºæ¯ï¼å»ºè®¾10ä¸ªå·¦å³âAI+å¶é âç¤ºèå·¥åãä¸æµ·å¸ç»ä¿¡å·¥ä½å å§å¯ä¹¦è®°ãå¸ç»æµä¿¡æ¯åå§ä¸»ä»»æ±¤æä¾è¡¨ç¤ºï¼ä¾æä¸çäººå·¥æºè½å¤§ä¼è¿ä¸å¼æ¾åä½å¹³å°ï¼ä¸æµ·å°æç»æ¨å¨ææ¯ä¾ç»ãåºæ¯éæ±ãäº§ä¸èµæ¬åä¸ä¸æå¡é«æååï¼å å¿«å½¢ææ´å¤å¯å¤å¶ãå¯æ¨å¹¿ãå¯è§æ¨¡åçâAI+å¶é âç¤ºèåºç¨åæ ·æ¿ä¼ä¸ï¼æ¨å¨äººå·¥æºè½èµè½æ°åå·¥ä¸åã\nããä¸æµ·åæåºç¨çµå¼ï¼ä»¥åºæ¯å¼æ¾é©±å¨ææ¯è½å°ãæ¯å¦ï¼å¨âAI+æ¶è´¹âé¢åï¼å å¿«å¸å±AIç¼éãAIææºçæºè½ç»ç«¯äº§åãé¢è®¡å°2027å¹´ï¼ä¸æµ·æºè½ç»ç«¯äº§ä¸æ»ä½è§æ¨¡å°çªç ´3000äº¿å ãå¨âAI+æå¡âé¢åï¼å®æ½âæ¨¡å¡ç³æâè¡å¨ï¼å»ºè®¾AIå ¬å ±æå¡å¹³å°ï¼æ¨å¨éèãå¨è¯¢ãå®¡è®¡çä¸ä¸æå¡æºè½åè·åçã\nããä¸è¾¹æ¯ç®åè¯çãå äºè¿ãç®åè°åº¦çææ¯ä¾ç»ä¸ææçï¼å¦ä¸è¾¹æ¯å¶é ãç§ç ççå®éæ±ä¸æéæ¾ãå¨ä¾éå¤©å¹³çä¸¤ç«¯ï¼ä¸æµ·AIäº§ä¸æ£å¨å½¢æä¾éååäºå¨ãåæ°è¦ç´ é«æé ç½®çæ£å¾ªç¯ã\nããï¼ææ²»å½Â Â éå©éï¼æ®ãç»æµæ¥æ¥ãï¼\n- 01 éæ£æ©å¥³å¿ï¼âé«è°âäº®ç¸\n- 02 æ²æå¨å±¥æ°å¤äº¤é¨äºæ´²å¸å¸é¿\n- 03 å¤§å°éåç1å°æ¶åï¼æ¥æ¬èªæ°å è¢«æä¸é»ï¼é»å¿è®®åå¢ä¸¾åæ¿æ²»èµéæ´¾å¯¹\n- 04 é¦ä¾ï¼å½å®¶ä¸¥æè¿è§éåç§å åæ èµäº§å T+0åä»çç¥è¢«å¤ç½\n- 05 å æ¯ï¼éå¤§åæ°ï¼ç¾èå¨ï¼ä»å¤éç£ æ¥è¢ï¼åå°è¡ç´§æ¥å¨æ\næ°åªä½å®éªå®¤\nä¸¾æ¥é®ç®±ï¼jubao@vip.sina.com","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_5952915720_162d2490806704kjhu.html%3Ffrom%3Dtech","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 6940 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 6940 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":6940,"summary_length":6940,"usable_text_length":6940,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":6940,"summary_length":6940}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}