通用GPU时代走到终点？英伟达开启自救之路

头部科技01-04

文丨星空编辑｜丁灵波AI进入推理时代，市场格局正在发生巨变。在谷歌TPU的市场攻势下，英伟达近期与Groq达成价值200亿美元授权交易备受关注，据悉这笔钱是其现金储备的三分之一，同时也传达出一个明确信号：以一刀切的GPU作为默认人工智能推理解决方案的时代即将结束。2025年年末，AI产业迎来转折点，据德勤报告，推理（即训练模型实际运行的阶段）的收入首次超过了训练，在大型数据中心总收入方面开始占据...

网页链接

免责声明：本文观点仅代表作者个人观点，不构成本平台的投资建议，本平台不对文章信息准确性、完整性和及时性做出任何保证，亦不对因使用或信赖文章信息引发的任何损失承担责任。

精彩评论

我们需要你的真知灼见来填补这片空白

发表看法

{"i18n":{"language":"zh_CN"},"isChannel":false,"data":{"share":"https://www.laohu8.com/m/news/2600502351?lang=zh_CN&edition=full","thumbnail":"","is_english":false,"pubTime":"2026-01-04 20:18","share_image_url":"https://static.laohu8.com/9a95c1376e76363c1401fee7d3717173","id":"2600502351","market":"us","top_or_hot":-1,"title":"通用GPU时代走到终点？英伟达开启自救之路","media":"头部科技","content":"<div>\n<p>文丨星空编辑｜丁灵波AI进入推理时代，市场格局正在发生巨变。在谷歌TPU的市场攻势下，英伟达近期与Groq达成价值200亿美元授权交易备受关注，据悉这笔钱是其现金储备的三分之一，同时也传达出一个明确信号：以一刀切的GPU作为默认人工智能推理解决方案的时代即将结束。2025年年末，AI产业迎来转折点，据德勤报告，推理（即训练模型实际运行的阶段）的收入首次超过了训练，在大型数据中心总收入方面开始占据...</p>\n\n<a href=\"http://gu.qq.com/resources/shy/news/detail-v2/index.html#/?id=nesSN20260104215828a6f223f8&s=b\">网页链接</a>\n\n</div>\n","source":"tencent","html":"<!DOCTYPE html>\n<html>\n<head>\n<meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\" />\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1.0,minimum-scale=1.0,maximum-scale=1.0,user-scalable=no\"/>\n<meta name=\"format-detection\" content=\"telephone=no,email=no,address=no\" />\n<title>通用GPU时代走到终点？英伟达开启自救之路</title>\n<style type=\"text/css\">\na,abbr,acronym,address,applet,article,aside,audio,b,big,blockquote,body,canvas,caption,center,cite,code,dd,del,details,dfn,div,dl,dt,\nem,embed,fieldset,figcaption,figure,footer,form,h1,h2,h3,h4,h5,h6,header,hgroup,html,i,iframe,img,ins,kbd,label,legend,li,mark,menu,nav,\nobject,ol,output,p,pre,q,ruby,s,samp,section,small,span,strike,strong,sub,summary,sup,table,tbody,td,tfoot,th,thead,time,tr,tt,u,ul,var,video{ font:inherit;margin:0;padding:0;vertical-align:baseline;border:0 }\nbody{ font-size:16px; line-height:1.5; color:#999; background:transparent; }\n.wrapper{ overflow:hidden;word-break:break-all;padding:10px; }\nh1,h2{ font-weight:normal; line-height:1.35; margin-bottom:.6em; }\nh3,h4,h5,h6{ line-height:1.35; margin-bottom:1em; }\nh1{ font-size:24px; }\nh2{ font-size:20px; }\nh3{ font-size:18px; }\nh4{ font-size:16px; }\nh5{ font-size:14px; }\nh6{ font-size:12px; }\np,ul,ol,blockquote,dl,table{ margin:1.2em 0; }\nul,ol{ margin-left:2em; }\nul{ list-style:disc; }\nol{ list-style:decimal; }\nli,li p{ margin:10px 0;}\nimg{ max-width:100%;display:block;margin:0 auto 1em; }\nblockquote{ color:#B5B2B1; border-left:3px solid #aaa; padding:1em; }\nstrong,b{font-weight:bold;}\nem,i{font-style:italic;}\ntable{ width:100%;border-collapse:collapse;border-spacing:1px;margin:1em 0;font-size:.9em; }\nth,td{ padding:5px;text-align:left;border:1px solid #aaa; }\nth{ font-weight:bold;background:#5d5d5d; }\n.symbol-link{font-weight:bold;}\n/* header{ border-bottom:1px solid #494756; } */\n.title{ margin:0 0 8px;line-height:1.3;color:#ddd; }\n.meta {color:#5e5c6d;font-size:13px;margin:0 0 .5em; }\na{text-decoration:none; color:#2a4b87;}\n.meta .head { display: inline-block; overflow: hidden}\n.head .h-thumb { width: 30px; height: 30px; margin: 0; padding: 0; border-radius: 50%; float: left;}\n.head .h-content { margin: 0; padding: 0 0 0 9px; float: left;}\n.head .h-name {font-size: 13px; color: #eee; margin: 0;}\n.head .h-time {font-size: 11px; color: #7E829C; margin: 0;line-height: 11px;}\n.small {font-size: 12.5px; display: inline-block; transform: scale(0.9); -webkit-transform: scale(0.9); transform-origin: left; -webkit-transform-origin: left;}\n.smaller {font-size: 12.5px; display: inline-block; transform: scale(0.8); -webkit-transform: scale(0.8); transform-origin: left; -webkit-transform-origin: left;}\n.bt-text {font-size: 12px;margin: 1.5em 0 0 0}\n.bt-text p {margin: 0}\n</style>\n</head>\n<body>\n<div class=\"wrapper\">\n<header>\n<h2 class=\"title\">\n通用GPU时代走到终点？英伟达开启自救之路\n</h2>\n\n<h4 class=\"meta\">\n\n\n2026-01-04 20:18 北京时间&nbsp;&nbsp;&nbsp;<a href=http://gu.qq.com/resources/shy/news/detail-v2/index.html#/?id=nesSN20260104215828a6f223f8&s=b><strong>头部科技</strong></a>\n\n\n</h4>\n\n</header>\n<article>\n<div>\n<p>文丨星空编辑｜丁灵波AI进入推理时代，市场格局正在发生巨变。在谷歌TPU的市场攻势下，英伟达近期与Groq达成价值200亿美元授权交易备受关注，据悉这笔钱是其现金储备的三分之一，同时也传达出一个明确信号：以一刀切的GPU作为默认人工智能推理解决方案的时代即将结束。2025年年末，AI产业迎来转折点，据德勤报告，推理（即训练模型实际运行的阶段）的收入首次超过了训练，在大型数据中心总收入方面开始占据...</p>\n\n<a href=\"http://gu.qq.com/resources/shy/news/detail-v2/index.html#/?id=nesSN20260104215828a6f223f8&s=b\">网页链接</a>\n\n</div>\n\n\n</article>\n</div>\n</body>\n</html>\n","isBrief":false,"type":0,"news_type":1,"symbol":"LU1623119135.USD","symbol_name":"Natixis Mirova Global Sustainable Equity R-NPF/A USD","start_time":0,"source_url":"http://gu.qq.com/resources/shy/news/detail-v2/index.html#/?id=nesSN20260104215828a6f223f8&s=b","article_id":"2600502351","we_media_id":null,"thumbnails":[],"rights":{"source":"tencent","url":"http://gu.qq.com/resources/shy/news/detail-v2/index.html#/?id=nesSN20260104215828a6f223f8&s=b","rn_cache_url":null,"customStyle":"body{padding-top:10px;}#news_title{font-weight:bold;#titleStyle#;}#news_description span{font-size:12px;#descriptionStyle#;}.footer-note{#statement#}","selectors":".mod-LoadTzbdNews, body","filters":".relate-stock, .hot-list, .recom-box, .wx-sou","directOrigin":true},"url":"https://stock-news.laohu8.com/highlight/detail?id=2600502351","pubTimestamp":1767529100,"columns":[],"sourceInfo":{"source_id":"tencent","name":"腾讯"},"weMediaInfo":null,"summary":"英伟达即将推出的Vera Rubin芯片就专为应对这种数据分割而设计。对英伟达而言，收购Groq是一项防御性举措。英伟达这200亿美元花的值不值，将会在接下来的市场争夺战中得到验证。随着推理成本在企业预算中占比持续攀升，TPU及其他专用ASIC芯片正在成为不少AI巨头、独角兽降低成本的新选择，英伟达的市场主导地位正在被动摇。英伟达正在发出信号，不想重蹈覆辙。","collect":0,"end_time":0,"defaultTopTitle":"qq.com","property":[],"viewcount":null,"language":"zh","relate_stocks":{"LU1623119135.USD":"Natixis Mirova Global Sustainable Equity R-NPF/A USD","LU0061474705.USD":"THREADNEEDLE (LUX) GLOBAL DYNAMIC REAL RETURN \"AU\" (USD) ACC","LU1244550494.USD":"FRANKLIN GLOBAL MULTI-ASSET INCOME \"A\" (USDHEDGED) ACC","SG9999014880.SGD":"大华全球优质成长基金Acc SGD","LU1712237335.SGD":"Natixis Mirova Global Sustainable Equity H-R-NPF/A SGD","LU0107464264.USD":"abrdn SICAV I - GLOBAL INNOVATION EQUITY \"A\" (USD) ACC","LU2087621335.USD":"ALLSPRING GLOBAL FACTOR ENHANCED EQUITY \"A\" (USD) ACC","IE00BD6J9T35.USD":"NEUBERGER BERMAN NEXT GENERATION MOBILITY \"A\" (USD) ACC","LU1974910355.USD":"Allianz Thematica Cl AMg DIS USD","LU0289960550.SGD":"AB FCP I - GLOBAL EQUITY BLEND PORTFOLIO 'A' (SGD) ACC","LU1803068979.SGD":"FTIF - Franklin Technology A (acc) SGD-H1","IE00BFSS8Q28.SGD":"Janus Henderson Balanced A Inc SGD-H","IE0004445015.USD":"JANUS HENDERSON BALANCED \"A2\" (USD) ACC","LU1366333091.USD":"FIDELITY GLOBAL FOCUS \"A\" (USD) ACC","LU0965508806.USD":"AB LOW VOLATILITY EQUITY PORTFOLIO \"AD\" (USD) INC","IE00B3M56506.USD":"NEUBERGER BERMAN EMERGING MARKETS EQUITY \"A\" (USD) ACC","LU0109391861.USD":"富兰克林美国机遇基金A Acc","LU2322448791.USD":"ALLIANZ GLOBAL INTELLIGENT CITIES INCOME \"AMG\" (USD) INC","LU1267930730.SGD":"富兰克林美国机遇基金AS Acc SGD (CPF)","LU0310799852.SGD":"FTIF - Templeton Global Equity Income A MDIS SGD","LU0957791311.USD":"THREADNEEDLE (LUX) GLOBAL FOCUS \"ZU\" (USD) ACC","LU1366192091.USD":"ALLIANZ US EQUITY PLUS \"AM\" (USD) INC","LU2322448957.HKD":"ALLIANZ GLOBAL INTELLIGENT CITIES INCOME \"AMG\" (HKD) INC","LU0342679015.USD":"ALLIANZ GLOBAL EQUITY UNCONSTRAINED \"AT\" (USD) ACC","LU1435385759.SGD":"Natixis Loomis Sayles US Growth Equity RA SGD-H","LU0640476718.USD":"THREADNEEDLE (LUX) US CONTRARIAN CORE EQ \"AU\" (USD) ACC","LU0048584097.USD":"FIDELITY FUNDS  GLOBAL THEMATIC OPPORTUNITIES \"A\" (USD) INC","IE0001KFT4U8.USD":"FTGF CLEARBRIDGE GLOBAL GROWTH LEADERS \"A\" (USD) INC","LU1280957306.USD":"THREADNEEDLE (LUX) US CONTRARIAN CORE EQUITIES \"AUP\" (USD) INC","LU2860962120.EUR":"CPR INVEST - ARTIFICIAL INTELLIGENCE \"A2\" (EUR) ACC A","LU2125909247.SGD":"Natixis Thematics Meta H-R/A SGD","LU0079474960.USD":"联博美国增长基金A","LU1429558221.USD":"Natixis Loomis Sayles US Growth Equity RA USD","SG9999004303.SGD":"Nikko AM Shenton Global Opportunities SGD","LU1923623000.USD":"Natixis Thematics AI & Robotics Fund R/A USD","IE00BDCRKT87.USD":"PINEBRIDGE GLOBAL DYNAMIC ASSET ALLOCATION \"ADC\" (USD) INC","LU0274383776.USD":"MANULIFE GF US SMALL CAP EQUITY \"AA\" (USD) INC","LU1642822529.SGD":"THREADNEEDLE (LUX) GLOBAL TECHNOLOGY \"A\" (SGD) ACC","LU0719512351.SGD":"JPMorgan Funds - US Technology A (acc) SGD","LU2473716301.USD":"ALLIANZ GLOBAL INTELLIGENT CITIES INCOME \"AMF\" (USD) INC","LU1145028129.USD":"ALLIANZ INCOME AND GROWTH \"AQ\" (USD) INC","LU1496350171.SGD":"FRANKLIN DIVERSIFIED BALANCED \"A\" (SGDHDG) ACC","LU1951198990.SGD":"Natixis Thematics AI & Robotics Fund H-R/A SGD-H","LU1951200564.SGD":"Natixis Thematics AI & Robotics Fund R/A SGD","NVDD":"1倍做空NVDA ETF-Direxion","LU2463028550.USD":"AB SICAV I AMERICAN MULTI-ASSET PORTFOLIO \"A\" (USD) ACC","LU0320765059.SGD":"FTIF - Franklin US Opportunities A Acc SGD","LU0158827948.USD":"ALLIANZ GLOBAL SUSTAINABILITY \"A\" (USD) INC","IE00BJJMRY28.SGD":"Janus Henderson Balanced A Inc SGD","IE00B3SWFQ91.USD":"PIMCO BALANCED INCOME AND GROWTH \"E\" (USD) INC","LU0157215616.USD":"FIDELITY GLOBAL FOCUS \"A\" INC","LU2420271590.USD":"ALLIANZ SELECT INCOME AND GROWTH \"AT\" (USD) ACC","LU1914381329.SGD":"Allianz Best Styles Global Equity Cl ET Acc H2-SGD","LU1839511570.USD":"WELLS FARGO GLOBAL FACTOR ENHANCED EQUITY \"I\" (USD) ACC","LU2543165471.USD":"E FUND (HK) GLOBAL QUALITY GROWTH \"A\" (USD) ACC","LU0096362180.USD":"CT (LUX) I GLOBAL FOCUS \"DU\" (USD)","LU0353189763.USD":"ALLSPRING  US ALL CAP GROWTH FUND \"I\" (USD) ACC","LU2471134952.CNY":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (CNYHDG) INC","LU1551013342.USD":"Allianz Income and Growth Cl AMg2 DIS USD","LU0708994859.HKD":"TEMPLETON GLOBAL \"A\" (HKD) ACC","LU2471134879.HKD":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (HKD) INC","IE00BJTD4N35.SGD":"Neuberger Berman US Long Short Equity A1  Acc SGD-H","NVDS":"1.5倍做空NVDA ETF-Tradr","LU2471134523.USD":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (USD) ACC","LU0029864427.USD":"TEMPLETON GLOBAL \"A\" (USD) INC","LU1992135399.USD":"Allianz Global Intelligent Cities AT Acc USD","LU1718418525.SGD":"JPMorgan Investment Funds - Global Select Equity A (acc) SGD","LU1935042215.USD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME  \"AA\" (USD) INC A","IE00BFSS7M15.SGD":"Janus Henderson Balanced A Acc SGD-H","LU2471134796.USD":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (USD) INC","LU0096364046.USD":"CT (LUX) I AMERICAN \"DU\" (USD) ACC","LU0861579265.USD":"联博低波幅策略股票基金A","LU0210536198.USD":"JPM US GROWTH \"A\" ACC","LU2750360641.GBP":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (GBPHDG) INC","LU0109392836.USD":"富兰克林科技股A","LU0823434583.USD":"BNP PARIBAS US GROWTH \"C\" (USD) ACC","LU0187121727.USD":"FIDELITY SUSTAINABLE US EQUITY \"A\" (USD) INC","SG9999015945.SGD":"LionGlobal Disruptive Innovation Fund A SGD","LU0823434740.USD":"BNP PARIBAS US GROWTH \"C\" (USD) INC","LU2750360997.AUD":"INVESCO GLOBAL EQUITY INCOME ADVANTAGE \"A\" (AUDHDG) INC","LU2023251221.USD":"ALLIANZ GLOBAL SUSTAINABILITY \"AM\" (USD) INC","LU2896262040.SGD":"JPM US GROWTH FUND \"A\" (SGD) ACC","LU0345770308.USD":"NINETY ONE GSF GLOBAL STRATEGIC EQUITY \"A\" (USD) ACC","IE00BZ199S13.USD":"BNY MELLON MOBILITY INNOVATION \"B\" (USD) ACC","LU1571399168.USD":"ALLSPRING GLOBAL LONG/SHORT EQUITY \"IP\" (USD) ACC","IE00BMPRXR70.SGD":"Neuberger Berman 5G Connectivity A Acc SGD-H","LU1720051108.HKD":"ALLIANZ GLOBAL ARTIFICIAL INTELLIGENCE \"AT\" (HKD) ACC","LU1084165304.USD":"FIDELITY WORLD \"A\" (USD) ACC","LU2487616109.SGD":"JPM AMERICA EQUITY \"A\" (SGD) ACC","LU2089283258.USD":"安联环球可持续基金Cl AM Dis","LU0787776722.HKD":"AB SELECT US EQUITY PORTFOLIO \"A\" (HKD) ACC","SG9999018865.SGD":"United Global Quality Growth Fd Cl Dist SGD-H","LU0210528500.USD":"JPM AMERICA EQUITY \"A\" ACC","LU0444971666.USD":"天利全球科技基金","IE00B4YYXB79.USD":"PIMCO BALANCED INCOME AND GROWTH \"E\" (USD) ACC","LU0056508442.USD":"贝莱德世界科技基金A2","LU0889565833.HKD":"FRANKLIN TECHNOLOGY \"A\" (HKD) ACC","LU2168564495.EUR":"AZ ALLOCATION - TREND \"AI\" (EUR) ACC","LU2168564222.USD":"AZ ALLOCATION - TREND \"AAZ\" (USDHDG) ACC","LU0823414551.USD":"BNP PARIBAS ENERGY TRANSITION \"C\" (USD) INC","LU2125909593.SGD":"Natixis Thematics Meta R/A SGD","LU0689626769.HKD":"AB SICAV I - SUSTAINABLE US THEMATIC PORTFOLIO \"A\" (HKD) ACC","LU1791710582.SGD":"Fidelity Global Demographics A-ACC-SGD (SGD/USD hedged)","LU1791710400.SGD":"Fidelity Global Demographics A-ACC-SGD","LU0106261372.USD":"SCHRODER ISF US LARGE CAP \"A\" ACC","LU2168564065.EUR":"AZ ALLOCATION - TREND \"AAZ\" (EUR) ACC","SG9999018857.SGD":"United Global Quality Growth Fd Cl Acc SGD-H","SGXZ51526630.SGD":"大华环球创新基金A Acc SGD","LU2168563687.JPY":"AZ ALLOCATION - TREND \"AAZ\" (JPYHDG) ACC","LU1935042488.USD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME  \"AA\" (USD) INC","LU0557290698.USD":"施罗德环球可持续增长基金","IE00BKPKM429.USD":"NEUBERGER BERMAN GLOBAL SUSTAINABLE EQUITY \"A\" (USD) ACC","LU2168564149.EUR":"AZ ALLOCATION - TREND \"BAZ\" (EUR) ACC","LU1633808545.USD":"ALLIANZ GLOBAL EQUITY GROWTH \"AT\" (USD) ACC","LU1778281490.HKD":"HSBC GIF GLOBAL LOWER CARBON EQUITY \"AD\" (HKD) INC","LU0077335932.USD":"FIDELITY AMERICAN GROWTH \"A\" INC","IE0009356076.USD":"JANUS HENDERSON GLOBAL TECHNOLOGY AND INNOVATION \"A2\" (USD) ACC","BK4579":"人工智能","LU0476273544.USD":"CT (LUX) I GLOBAL TECHNOLOGY \"BU\" (USD) ACC","LU0353189680.USD":"富国美国全盘成长基金Cl A Acc","LU0348723411.USD":"ALLIANZ GLOBAL HI-TECH GROWTH \"A\" (USD) INC","LU0158827781.USD":" ALLIANZ GLOBAL SUSTAINABILITY \"AT\" (USD) ACC","LU1917777945.USD":"安联专题基金Cl AT Acc","LU2506951792.HKD":"BNP PARIBAS ENERGY TRANSITION \"CRH\" (HKDHDG)       ACC","LU1923622291.USD":"Natixis Thematics Safety R/A USD","LU2242650005.HKD":"FIDELITY FUNDS GLOBAL MULTI ASSET DYNAMIC \"A\" (HKD) ACC","LU2413666426.HKD":"BNP PARIBAS GLOBAL ENVIRONMENT \"C\" (HKD) ACC","LU2125909916.SGD":"Natixis Thematics Safety R/A SGD","BK4581":"高盛持仓","LU2452424414.USD":"BGF ESG MULTI-ASSET \"A10\" (USDHDG) INC","NVDX":"2倍做多NVDA ETF-T-Rex","LU0882574139.USD":"富达环球消费行业基金A ACC","SG9999014542.SGD":"United Income Focus Trust Acc SGD","LU2125909759.SGD":"Natixis Thematics Safety H-R/A SGD","NVD2.UK":"2X NVIDIA ETP","LU2211815571.USD":"ALLIANZ POSITIVE CHANGE \"AT\" (USD) ACC","SG9999015978.USD":"利安颠覆性创新基金A","LU0211328371.USD":"TEMPLETON GLOBAL EQUITY INCOME \"A\" (MDIS) (USD)   INC","3NVD.UK":"LS 3X NVIDIA","NVD3.UK":"LS 3X NVIDIA","LU1923622614.USD":"Natixis Thematics Meta R/A USD","LU2242649171.HKD":"FIDELITY FUNDS GLOBAL THEMATIC OPPORTUNITIES \"A\" (HKD) ACC","NVDS.UK":"LS -1X NVIDIA","LU0276348264.USD":"THREADNEEDLE (LUX) GLOBAL DYNAMIC REAL RETURN\"AUP\" (USD) INC","LU2063271972.USD":"富兰克林创新领域基金","HK0000306685.HKD":"TAIKANG KAITAI CHINA NEW OPPORTUNITIES FUND \"A\" (HKD) INC","LU1861127337.USD":"ALLIANZ GLOBAL MULTI ASSET SUSTAINABILITY BALANCED \"AMG\" (USD) INC","LU1242518931.SGD":"Fullerton Lux Funds - Asia Absolute Alpha A Acc SGD","LU1989772840.SGD":"CPR Invest - Climate Action A2 Acc SGD-H","IE00BZ1G4Q59.USD":"LEGG MASON CLEARBRIDGE US EQUITY SUSTAINABILITY LEADER \"A\"(USD) INC (A)","LU0345768153.USD":"NINETY ONE GSF GLOBAL STRATEGIC MANAGED \"A\" (USD) ACC","LU1066051498.USD":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AM2\" (USD) INC","LU1989772923.USD":"CPR Invest - Climate Action A2 Acc USD-H","LU1934455277.USD":"AB SICAV I LOW VOLATILITY TOTAL RETURN EQUITY PORT \"AD\" (USD) INC","LU1815336760.USD":"THREADNEEDLE (LUX) GLOBAL TECHNOLOGY \"AUP\" (USD) INC","LU1989764664.SGD":"CPR Invest - Global Disruptive Opportunities A2 Acc SGD-H","LU0265550359.USD":"BGF SYSTEMATIC GLOBAL ENHANCED EQUITY YIELD \"A2\" (USD) ACC","HK0000306701.USD":"TAIKANG KAITAI CHINA NEW OPPORTUNITIES FUND \"A\" (USD) INC","LU0820561909.HKD":"ALLIANZ INCOME AND GROWTH \"AM\" (HKD) INC","LU0198837287.USD":"UBS (LUX) EQUITY SICAV - USA GROWTH \"P\" (USD) ACC","NVD":"2倍做空NVDA ETF-GraniteShares","SG9999000418.SGD":"Aberdeen Standard Global Technology SGD","LU0081259029.USD":"UBS (LUX) EQUITY FUND - TECH OPPORTUNITY \"P\" (USD) ACC","LU0323591593.USD":"SCHRODER ISF QEP GLOBAL QUALITY \"A\" (USD) ACC","LU1989764748.USD":"东方汇理环球颠覆性机遇A2 Acc","SG9999014575.USD":"UOB UNITED INCOME FOCUS TRUST FUND (USDHDG) INC","LU1934455194.USD":"AB SICAV I LOW VOLATILITY TOTAL RETURN EQUITY PORT \"A\" (USD) ACC","LU2326559502.SGD":"Natixis Loomis Sayles US Growth Equity P/A SGD-H","LU1116320737.USD":"BGF SYSTEMATIC GLOBAL ENHANCED EQUITY YIELD \"A6\" (USD) INC","LU1119994496.HKD":"FIDELITY WORLD \"A\" (HKD) ACC","LU0256863902.USD":"ALLIANZ US EQUITY \"AT\" (USD) ACC","IE00B19Z8W00.USD":"FTGF CLEARBRIDGE US LARGE CAP GROWTH \"A\" INC","IE0034235303.USD":"PINEBRIDGE US RESEARCH ENHANCED CORE EQUITY \"A\" (USD) ACC","LU2106854487.HKD":"ALLIANZ THEMATICA \"AMG\" (HKD) INC","LU0390134368.USD":"FRANKLIN GLOBAL GROWTH \"A\" (USD) ACC","LU0823414478.USD":"法巴经典能源转换基金","LU0256863811.USD":"ALLIANZ US EQUITY \"A\" INC","SGXZ99366536.SGD":"United Global Innovation A Acc SGD-H","LU0689472784.USD":"安联收益及增长基金Cl AM AT Acc","LU0215105999.USD":"SCHRODER ISF GLOBAL EQUITY \"A\" ACC","SG9999001424.SGD":"United E-Commerce Fund SGD","IE00B1BXHZ80.USD":"Legg Mason ClearBridge - US Appreciation A Acc USD","LU0225283273.USD":"SCHRODER ISF GLOBAL EQUITY ALPHA \"A\" (USD) ACC","LU1116320901.HKD":"BGF SYSTEMATIC GLOBAL ENHANCED EQUITY YIELD \"A6\" (HKD) INC","LU0267386448.USD":"FIDELITY FIRST ALL COUNTRY WORLD \"A\" (USD) INC","LU1127390331.HKD":"AB SICAV I - ALL MARKET INCOME PORTFOLIO \"A\" (HKD) ACC","IE0034235295.USD":"PINEBRIDGE GLOBAL DYNAMIC ASSET ALLOCATION \"A\" (USD) ACC","LU0786609619.USD":"高盛全球千禧一代股票组合Acc","2NVD.UK":"2X NVIDIA ETP","LU1992135472.HKD":"ALLIANZ GLOBAL INTELLIGENT CITIES \"AT\" (HKD) ACC","IE00BJTD4V19.USD":"NEUBERGER BERMAN US LONG SHORT EQUITY \"A1\" (USD) ACC","IE0005OL40V9.USD":"JANUS HENDERSON BALANCED \"A6M\" (USD) INC","SG9999014559.SGD":"United Income Focus Trust Dis SGD","SG9999014567.USD":"UOB UNITED INCOME FOCUS TRUST FUND (USD) ACC","LU0724617625.USD":"BGF GLOBAL ALLOCATION \"A4\" (USD) INC","LU0310800379.SGD":"FTIF - Templeton Global A Acc SGD","LU1232071149.USD":"AZ FUND 1 GLOBAL GROWTH SELECTOR \"AAZ\" (USDHDG) ACC","IE00BJLML261.HKD":"HSBC GLOBAL EQUITY INDEX \"HCH\" (HKD) ACC","LU0210533765.USD":"JPM GLOBAL GROWTH \"A\" (USD) ACC","LU0788109477.HKD":"BGF GLOBAL ALLOCATION \"A2\" (HKDHGD) ACC","LU0061475181.USD":"THREADNEEDLE (LUX) AMERICAN \"AU\" (USD) ACC","LU0234570918.USD":"高盛全球核心股票组合Acc Close","LU2357125470.USD":"BNP PARIBAS ENERGY TRANSITION \"CLASSIC RH\" (USDHDG) ACC","SG9999015358.SGD":"United Income Focus Trust Dis SGD-H","LU0820561818.USD":"安联收益及增长平衡基金Cl AM DIS","LU0708995401.HKD":"FRANKLIN U.S. OPPORTUNITIES \"A\" (HKD) ACC","LU2294711713.HKD":"BNP PARIBAS ENERGY TRANSITION \"C\" (HKD) ACC","LU0154236417.USD":"BGF US FLEXIBLE EQUITY \"A2\" ACC","LU0289739343.SGD":"SUSTAINABLE GLOBAL THEMATIC PORTFOLIO \"A\" (SGD) ACC","LU2381873111.SGD":"BGF SYSTEMATIC GLOBAL EQUITY HIGH INCOME \"A6\" (SGDHDG) INC","LU0080751232.USD":"富达环球多元动力基金A","BK4567":"ESG概念","LU2097344431.USD":"SCHRODER ISF SUSTAINABLE MULTI-ASSET INCOME \"A\" (USDHDG) INC","LU0070217475.USD":"JPM GLOBAL SELECT EQUITY \"A\" ACC","LU2097344357.USD":"SCHRODER ISF SUSTAINABLE MULTI-ASSET INCOME \"A\" (USDHDG) ACC","LU0957808578.USD":"THREADNEEDLE (LUX) GLOBAL TECHNOLOGY \"ZU\" (USD) ACC","LU0234572021.USD":"高盛美国核心股票组合Acc","SGXZ81514606.USD":"大华环球创新基金A Acc USD","LU0128525929.USD":"TEMPLETON GLOBAL \"A\" (USD) ACC","IE00BKVL7J92.USD":"Legg Mason ClearBridge - US Equity Sustainability Leaders A Acc USD","LU0006306889.USD":"SCHRODER ISF US LARGE CAP \"A\" (USD) INC AV","LU1868837300.USD":"CT (LUX) I AMERICAN FUND \"9\" (USD) ACC","NVDY":"NVDA期权收益策略ETF-YieldMax","NVDU":"2倍做多NVDA ETF-Direxion","LU2087625088.SGD":"ALLSPRING  US ALL CAP GROWTH \"A\" (SGDHDG) ACC","LU1267930573.SGD":"TEMPLETON GLOBAL \"AA\" (SGD) ACC A","LU0683600562.USD":"AB SELECT US EQUITY \"A\" (USD) ACC","LU1868836914.USD":"CT (LUX) I AMERICAN \"3\" (USD) ACC","IE00BMPRXN33.USD":"NEUBERGER BERMAN 5G CONNECTIVITY \"A\" (USD) ACC","LU1691799644.USD":"Amundi Funds Polen Capital Global Growth A2 (C) USD","LU1868837136.USD":"CT (LUX) I AMERICAN \"8\" (USD) ACC","LU2089284900.SGD":"Allianz Global Sustainability Cl AM Dis H2-SGD","LU0170899867.USD":"EASTSPRING INVESTMENTS WORLD VALUE EQUITY  \"A\" (USD) ACC","SG9999015952.SGD":"LIONGLOBAL DISRUPTIVE INNOVATION \"I\" (SGD) ACC","LU1548497426.USD":"安联环球人工智能AT Acc","LU2264538146.SGD":"Fullerton Lux Funds - Global Absolute Alpha A Acc SGD","IE00BHPRN162.USD":"BNY MELLON BLOCKCHAIN INNOVATION \"B\" (USD) ACC","LU1868836591.USD":"CT (LUX) I AMERICAN \"1U\"(USD) ACC","GB00BDT5M118.USD":"天利环球扩展Alpha基金A Acc","LU1868836757.USD":"CT (LUX) I AMERICAN FUND \"2\" (USD) ACC","LU1815333072.USD":"THREADNEEDLE (LUX) GLOBAL FOCUS \"AUP\" (USD) INC","SG9999014906.USD":"大华全球优质成长基金Acc USD","LU1242518857.USD":"FULLERTON LUX FUNDS - ASIA ABSOLUTE ALPHA \"I\" (USD) ACC","LU1316542783.SGD":"Janus Henderson Horizon Global Technology Leaders A2 SGD","LU0289961442.SGD":"SUSTAINABLE GLOBAL THEMATIC PORTFOLIO \"AX\" (SGD) ACC","LU2357305700.SGD":"Allianz Global Artificial Intelligence ET H2-SGD","LU2271345857.HKD":"ALLIANZ GLOBAL SUSTAINABILITY \"AT\" (HKD) ACC","LU0528227936.USD":"富达环球人口趋势基金A-ACC","LU2746668461.USD":"MANULIFE DYNAMIC LEADERS \"AA\" (USD) ACC","IE00B5949003.HKD":"JANUS HENDERSON GLOBAL TECHNOLOGY AND INNOVATION \"A\" (HKD) ACC","LU0053666078.USD":"摩根大通基金-美国股票A（离岸）美元","LU0642271901.SGD":"Janus Henderson Horizon Global Technology Leaders A2 SGD-H","LU1066053197.SGD":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AM3\" (SGDHDG) INC","LU2360106780.USD":"BGF WORLD TECHNOLOGY \"A4\" (USD) INC","LU1983260115.SGD":"Janus Henderson Horizon Global Sustainable Equity A2 SGD-H","LU2089985449.USD":"MANULIFE GF GLOBAL SEMICONDUCTOR OPPORTUNITIES \"AA\" (USD) ACC","LU0082616367.USD":"摩根大通美国科技A（dist）","SG9999017495.SGD":"UGDP UNITED GLOBAL QUALITY GROWTH \"B\" (SGD) ACC","LU2931357623.SGD":"MANULIFE GF GLOBAL SEMICONDUCTOR OPPORTUNITIES \"AA\" (SGDHDG) ACC","LU1035775433.USD":"AB SICAV I - AMERICAN GROWTH PORTFOLIO \"AD\" (USD) INC","LU2272731782.SGD":"Allianz Global Intelligent Cities AM Dis H2-SGD","LU2746668974.SGD":"MANULIFE DYNAMIC LEADERS \"AA\" (SGDHDG) ACC","SG9999002232.USD":"Allianz Global High Payout USD","SG9999014914.USD":"UNITED GLOBAL QUALITY GROWTH (USDHDG) INC","LU2272731600.USD":"Allianz Global Intelligent Cities AM Dis USD","LU0417517546.SGD":"Allianz US Equity Cl AT Acc SGD","IE0004091025.USD":"BNY MELLON GLOBAL OPPORTUNITIES \"B\" (USD) ACC","SG9999002224.SGD":"Allianz Global High Payout SGD","LU1066051811.HKD":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AM2\" (HKD) INC","LU2360032135.SGD":"ALLSPRING GLOBAL EQUITY ENHANCED INCOME \"A\" (SGDHDG) INC","IE00BK4W5L77.USD":"HSBC GLOBAL FUNDS ICAV US EQUITY INDEX \"HC\" (USD) ACC","LU1934455863.HKD":"AB SICAV I LOW VOLATILITY TOTAL RETURN EQUITY PORT \"A\" (HKD) ACC","BK4543":"AI","LU2361044865.SGD":"WELLINGTON US QUALITY GROWTH \"A\" (SGDHDG) ACC","LU2462157665.USD":"ALLIANZ GLOBAL INCOME \"A\" (USD) INC","IE00BK4W5M84.HKD":"HSBC GLOBAL FUNDS ICAV US EQUITY INDEX \"HC\" (HKD) ACC","LU2361045086.USD":"WELLINGTON US QUALITY GROWTH \"A\" (USD) ACC","IE00BYXW3230.USD":"PINEBRIDGE GLOBAL DYNAMIC ASSET ALLOCATION \"AA\" (USD) ACC","LU0868494617.USD":"UBS (LUX) EQUITY SICAV - US TOTAL YIELD SUSTAINABLE \"P\" (USD) ACC","LU2417539215.USD":"ALLIANZ GLOBAL INCOME \"AMF\" (USD) INC","IE0004445239.USD":"JANUS HENDERSON US FORTY \"A2\" (USD) ACC","LU2272731865.HKD":"ALLIANZ GLOBAL INTELLIGENT CITIES INCOME \"AM\" (HKD) INC","SGXZ31699556.SGD":"UGDP UNITED GLOBAL QUALITY GROWTH \"C\" (SGDHDG) ACC","IE00BN29S564.USD":"JANUS HENDERSON BALANCED \"A3\" (USD) INC","LU2125154935.USD":"ALLSPRING (LUX) WF GLOBAL EQUITY ENHANCED INCOME \"I\" (USD) INC","SNVD.UK":"LS -1X NVIDIA","IE00B775H168.HKD":"JANUS HENDERSON BALANCED \"A5M\" (HKD) INC","BK4592":"伊斯兰概念","LU0124676726.USD":"AB SICAV I - SUSTAINABLE US THEMATIC PORTFOLIO \"A\" (USD) ACC","BK4549":"软银资本持仓","LU0979878070.USD":"FULLERTON LUX FUNDS - ASIA ABSOLUTE ALPHA \"A\" (USD) ACC","BK4548":"巴美列捷福持仓","LU2491049909.HKD":"WELLINGTON SUSTAINABLE OUTCOMES \"A\" (HKD) ACC","LU2065170008.USD":"M&G (LUX) GLOBAL MAXIMA \"A\" (USD) INC","IE0004086264.USD":"BNY MELLON GLOBAL OPPORTUNITIES \"A\" (USD) ACC","LU2028103732.USD":"ALLIANZ GLOBAL SUSTAINABILITY \"AMG\" (USD) INC","LU0985320562.USD":"NORDEA 1 GLOBAL STARS EQUITY \"BP\" (USD) ACC","LU2491050071.SGD":"WELLINGTON SUSTAINABLE OUTCOMES \"A\" (SGDHDG) ACC","LU0238689110.USD":"贝莱德环球动力股票基金","SGXZ23171101.USD":"NIKKO AM SHENTON GLOBAL OPPORTUNITIES (USD) ACC","LU2491050154.USD":"WELLINGTON SUSTAINABLE OUTCOMES \"A\" (USD) ACC","LU0072462426.USD":"贝莱德全球配置 A2","BK4554":"元宇宙及AR概念","LU2461242641.AUD":"WELLINGTON US QUALITY GROWTH \"A\" (AUDHDG) ACC","NVDA":"英伟达","IE00B1XK9C88.USD":"PINEBRIDGE US LARGE CAP RESEARCH ENHANCED \"A\" (USD) ACC","IE0009G5SDU7.USD":"PIMCO BALANCED INCOME AND GROWTH \"M\" (USD) INC","LU0097036916.USD":"贝莱德美国增长A2 USD","LU0466842654.USD":"HSBC ISLAMIC GLOBAL EQUITY INDEX \"A\" (USD) ACC","BK4585":"ETF&股票定投概念","LU0308772762.SGD":"Blackrock Global Allocation A2 SGD-H","IE000ITXATA3.USD":"PIMCO BALANCED INCOME AND GROWTH \"M\" (USD) ACC","IE000YTNTUN2.SGD":"PIMCO BALANCED INCOME AND GROWTH \"M\" (SGDHDG)INC","LU2592432038.USD":"WELLINGTON MULTI-ASSET HIGH INCOME \"A\" (USD) ACC","BK4587":"ChatGPT概念","LU2237438978.USD":"Amundi Funds US Pioneer A2 (C) USD","LU1988902786.USD":"FULLERTON LUX FUNDS GLOBAL ABSOLUTE ALPHA \"I\" (USD) ACC","IE0034235188.USD":"PINEBRIDGE GLOBAL FOCUS EQUITY \"A\" (USD) ACC","LU2191332357.HKD":"SCHRODER ISF SUSTAINABLE MULTI-ASSET INCOME \"A\" (HKDHDG) INC","LU0444973449.USD":"CT (LUX) I GLOBAL TECHNOLOGY \"DU\" (USD) ACC","LU2602419157.SGD":"HSBC ISLAMIC GLOBAL EQUITY INDEX \"AC\" (SGD) ACC","BK4550":"红杉资本持仓","BK4588":"碎股","LU2505996681.GBP":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4H\" (GBPHDG) INC","LU0472753341.HKD":"SUSTAINABLE GLOBAL THEMATIC PORTFOLIO \"A\" (HKD) ACC","LU2065171311.SGD":"M&G (LUX) GLOBAL MAXIMA \"A\" (SGD) ACC","LU2249611893.SGD":"BNP PARIBAS ENERGY TRANSITION \"CRH\" (SGD) ACC","LU2505996509.AUD":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4H\" (AUDHDG) INC","BK4551":"寇图资本持仓","BK4598":"佩洛西持仓","LU2065171402.SGD":"M&G (LUX) GLOBAL MAXIMA \"A\" (SGD) INC","LU2552382215.SGD":"WELLINGTON US BRAND POWER \"A\" (SGDHDG) ACC","LU2237957902.USD":"NIKKO AM GLOBAL EQUITY \"F\" (USD) ACC","LU2552382058.USD":"WELLINGTON US BRAND POWER \"A\" (USD) ACC","LU2237957811.SGD":"NIKKO AM GLOBAL EQUITY \"F\" (SGD) ACC","LU2552382132.HKD":"WELLINGTON US BRAND POWER \"A\" (HKD) ACC","LU0823421333.USD":"BNP PARIBAS DISRUPTIVE TECHNOLOGY \"C\" (USD) ACC","LU0511384066.AUD":"SUSTAINABLE GLOBAL THEMATIC PORTFOLIO \"A\" (AUDHDG) ACC","IE00B19Z8X17.USD":"FTGF CLEARBRIDGE US LARGE CAP GROWTH  \"AG\" (USD) ACC","LU0823421416.USD":"BNP PARIBAS DISRUPTIVE TECHNOLOGY \"C\" (USD) INC","LU2247934214.USD":"FIDELITY FUNDS SUSTAINABLE FUTURE CONNECTIVITY \"A\" (USD) ACC","LU0943347566.SGD":"安联收益及增长平衡基金AM H2-SGD","LU2413666699.HKD":"BNP PARIBAS GLOBAL ENVIRONMENT \"CRH\" (HKDHDG) INC","IE0003U64NQ7.SGD":"PIMCO BALANCED INCOME AND GROWTH \"M\" (SGDHDG) ACC","BK4529":"IDC概念","LU2458330169.SGD":"FRANKLIN SHARIAH TECHNOLOGY \"A\" (SGD) ACC","LU0820562030.AUD":"ALLIANZ INCOME AND GROWTH \"AMH2\" (AUDHDG) H2 INC","IE000KEQY171.SGD":"PIMCO BALANCED INCOME AND GROWTH \"M\" (SGDHDG) INC","LU2458330243.SGD":"FRANKLIN SHARIAH TECHNOLOGY \"A-H1\" (SGDHDG) ACC","LU0354030511.USD":"ALLSPRING  U.S. LARGE CAP GROWTH \"I\" (USD) ACC","LU0965509010.AUD":"AB LOW VOLATILITY EQUITY PORTFOLIO \"AD\" (AUDHDG) INC","LU0175139822.USD":"AB FCP I Global Equity Blend A USD","LU0354030438.USD":"富国美国大盘成长基金Cl A Acc","BK4605":"半导体精选","SG9999014898.SGD":"United Global Quality Growth Fund Dis SGD","BK4608":"AI应用概念股","LU1861215975.USD":"贝莱德新一代科技基金 A2","LU1323610961.USD":"UBS (LUX) EQUITY SICAV - LONG TERM THEMES (USD) \"P\" (USD) ACC","LU1861220033.SGD":"Blackrock Next Generation Technology A2 SGD-H","LU1267930490.SGD":"TEMPLETON GLOBAL EQUITY INCOME \"AS\" (SGD) INC A","LU0069063385.USD":"SUSTAINABLE GLOBAL THEMATIC PORTFOLIO \"A\" (USD) ACC","BK4527":"明星科技股","LU0965509101.SGD":"AB LOW VOLATILITY EQUITY PORTFOLIO \"A\" (SGDHDG) ACC","LU2065169927.USD":"M&G (LUX) GLOBAL MAXIMA \"A\" (USD) ACC","LU1629891620.HKD":"ALLIANZ INCOME AND GROWTH \"AMG2\" (H2-HKD) INC","LU1935042991.SGD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME  \"AA\" (SGDHDG) INC","LU0251132253.USD":"FIDELITY FUNDS  GLOBAL THEMATIC OPPORTUNITIES \"A\" (USD) ACC","LU0203202063.USD":"AB SICAV I - ALL MARKET INCOME PORTFOLIO \"A2X\" (USD) ACC","IE000W1ABFV2.USD":"PIMCO BALANCED INCOME AND GROWTH \"R\" (USD) INC","BK4612":"AI芯片","LU1066051225.USD":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AC\" (USD) ACC","LU0266013472.USD":"AXA WF - Framlington Longevity Economy A Cap USD","SG9999015986.USD":"LIONGLOBAL DISRUPTIVE INNOVATION \"I\" (USD) ACC","BK4614":"Manus概念股","LU2023250330.USD":"ALLIANZ INCOME AND GROWTH \"AMG\" (USD) INC","LU0203201768.USD":"AB SICAV I - ALL MARKET INCOME PORTFOLIO \"AX\" (USD) INC","LU1720051017.SGD":"Allianz Global Artificial Intelligence AT Acc H2-SGD","LU1804176565.USD":"EASTSPRING INV GLOBAL GROWTH EQUITY \"A\" (USD) ACC","LU1244550221.USD":"FRANKLIN GLOBAL MULTI-ASSET  INCOME \"A\" (USDHEDGED) INC (M)","LU1699723380.USD":"ALLSPRING GLOBAL LONG/SHORT EQUITY \"AP\" (USD) ACC","LU1721428933.USD":"法巴全球经典环境基金RH MD Dis","BK4532":"文艺复兴科技持仓","LU0057025933.USD":"SUSTAINABLE GLOBAL THEMATIC PORTFOLIO \"AX\" (USD) ACC","IE00BQXX3D17.EUR":"GUINNESS GLOBAL INNOVATORS \"C\" (EUR) ACC","LU0964807845.USD":"ALLIANZ INCOME & GROWTH \"A\" (USD) INC","BK4534":"瑞士信贷持仓","BK4141":"半导体产品","LU1852331112.SGD":"Blackrock World Technology Fund A2 SGD-H","IE00BQXX3C00.GBP":"GUINNESS GLOBAL INNOVATORS \"C\" (GBP) ACC","BK4533":"AQR资本管理(全球第二大对冲基金)","IE00BQXX3F31.USD":"GUINNESS GLOBAL INNOVATORS \"C\" (USD) ACC","LU2433249047.HKD":"THEMATICS META \"R/A\" (HKD) ACC","LU2108987350.USD":"UBS (LUX) EQUITY SICAV GLOBAL OPPORTUNITY SUSTAINABLE (USD) \"P\" (USD) ACC","LU2213496289.HKD":"ALLIANZ INCOME AND GROWTH \"AT\" (HKD) ACC","LU1935043536.SGD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME \"AA\" (SGDHDG) INC A","LU0127658192.USD":"EASTSPRING INVESTMENTS GLOBAL TECHNOLOGY \"A\" (USD) ACC","LU2244417387.USD":"FIDELITY SUSTAINABLE US EQUITY \"A\" (USD) ACC","LU2290526834.HKD":"BGF NEXT GENERATION TECHNOLOGY \"A2\" (HKDHDG) ACC","LU1037948897.HKD":"AB LOW VOLATILITY EQUITY PORTFOLIO \"AD\" (HKD) INC","LU2023250504.SGD":"Allianz Thematica Cl AMg DIS H2-SGD","LU1037948541.HKD":"AB LOW VOLATILITY EQUITY PORTFOLIO \"A\" (HKD) ACC","IE00BDRTCR15.USD":"PINEBRIDGE GLOBAL DYNAMIC ASSET ALLOCATION \"ADC\" (USD) INC A","LU2054465674.USD":"UBS (LUX) KEY SELEC SICAV DIGITAL TRANSFORMATION T \"P\" (USD) ACC","LU2265009873.SGD":"Eastspring Investments - Global Growth Equity AS SGD-H","LU2403377893.USD":"ALLIANZ SELECT INCOME AND GROWTH \"AM\" (USD) INC","LU0868494708.USD":"UBS (LUX) EQUITY SICAV - US TOTAL YIELD SUSTAINABLE \"P\" (USD) INC","LU1261432733.SGD":"Fidelity World A-ACC-SGD","IE00BKDWB100.SGD":"PINEBRIDGE US LARGE CAP RESEARCH ENHANCED \"A5H\" (SGDHDG) ACC","LU1064131342.USD":"Fullerton Lux Funds - Global Absolute Alpha A Acc USD","LU2092937148.SGD":"Blackrock ESG Multi-Asset A8 SGD-H","LU2250418816.HKD":"BGF WORLD TECHNOLOGY \"A\" (HKD) ACC","LU2111349929.HKD":"ALLIANZ GLOBAL SUSTAINABILITY \"AM\" (HKD) INC","LU2092627202.USD":"Blackrock ESG Multi-Asset A8 USD-H","LU2360107168.USD":"BGF NEXT GENERATION TECHNOLOGY \"A4\" (USD) INC","LU2077746001.SGD":"Blackrock ESG Multi-Asset A2 SGD-H","LU2236285917.USD":"ALLIANZ GLOBAL INCOME \"AMG\" (USD) INC","LU1496350502.SGD":"FRANKLIN DIVERSIFIED DYNAMIC \"A\" (SGDHDG) ACC","LU1674673691.USD":"HSBC GIF GLOBAL LOWER CARBON EQUITY \"AD\" (USD) INC","LU0316494557.USD":"FRANKLIN GLOBAL FUNDAMENTAL STRATEGIES \"A\" ACC","LU1674673428.USD":"HSBC GIF GLOBAL LOWER CARBON EQUITY \"AC\" (USD) ACC","LU2456880835.USD":"ALLIANZ GLOBAL INCOME \"AT\" (USD) ACC","LU0942090050.USD":"UBS (LUX) EQUITY SICAV - US TOTAL YIELD SUSTAINABLE \"P\" (USD)  INC","LU0094547139.USD":"abrdn SICAV I - GLOBAL SUSTAINABLE EQUITY FUND \"A\" (USD) ACC","LU2286300806.USD":"Allianz Cyber Security AT Acc USD","LU2125154778.USD":"ALLSPRING GLOBAL EQUITY ENHANCED INCOME \"A\" (USD) INC","IE00B7KXQ091.USD":"Janus Henderson Balanced A Inc USD","LU0345769128.USD":"NINETY ONE GSF GLOBAL EQUITY \"A\" (USD) ACC","BK4503":"景林资产持仓","IE00BMPRXQ63.HKD":"NEUBERGER BERMAN NEXT GENERATION CONNECTIVITY FUND \"A\" (HKDHDG) ACC","LU1069344957.HKD":"AB SICAV I - AMERICAN GROWTH PORTFOLIO \"AD\" (HKD) INC","IE00B19Z9505.USD":"美盛-美国大盘成长股A Acc","LU1244550577.SGD":"FTIF - Franklin Global Multi-Asset Income A (Mdis) SGD-H1","LU0345769631.USD":"NINETY ONE GSF GLOBAL EQUITY \"A\" (USD) INC","LU0345770993.USD":"NINETY ONE GSF GLOBAL STRATEGIC EQUITY \"A\" (USD) INC","IE00BWXC8680.SGD":"PINEBRIDGE US LARGE CAP RESEARCH ENHANCED \"A5\" (SGD) ACC","LU0061474960.USD":"天利环球焦点基金AU Acc","LU1814569148.SGD":"WELLINGTON GLOBAL QUALITY GROWTH \"D\" (SGDHDG) ACC","LU0494093205.USD":"贝莱德ESG灵活多元资产A2 USD-H","LU0965509283.SGD":"AB LOW VOLATILITY EQUITY PORTFOLIO \"AD\" (SGDHDG) INC","LU0672654240.SGD":"FTIF - Franklin US Opportunities A Acc SGD-H1","LU1821325948.USD":"NINETY ONE GSF GLOBAL MACRO ALLOCATION \"A\" (USD) ACC","LU2756315664.SGD":"ALLIANZ INCOME AND GROWTH \"AMI\" (SGDHDG) INC","HK0000320223.HKD":"TAIKANG KAITAI CHINA NEW OPPORTUNITIES FUND \"A\" (HKD) ACC","IE00B4JS1V06.HKD":"JANUS HENDERSON BALANCED \"A2\" (HKD) ACC","LU1935043023.USD":"MANULIFE GF GLOBAL MULTI-ASSET DIVERSIFIED INCOME \"AA\" (USD) INC A","LU2430703095.HKD":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4\" (HKD) INC","HK0000320264.USD":"TAIKANG KAITAI CHINA NEW OPPORTUNITIES FUND \"A\" (USD) ACC","LU2430703178.SGD":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4H\" (SGDHDG) INC","LU0211327993.USD":"TEMPLETON GLOBAL EQUITY INCOME \"A\" (USD) ACC","LU0345768740.USD":"NINETY ONE GSF GLOBAL STRATEGIC MANAGED \"A\" (USD) INC","LU1551013425.SGD":"Allianz Income and Growth Cl AMg2 DIS H2-SGD","LU2430703251.USD":"WELLINGTON MULTI-ASSET HIGH INCOME \"AM4\" (USD) INC","LU2756315318.SGD":"ALLIANZ INCOME AND GROWTH \"AMG\" (SGDHDG) INC A","SG9999015341.SGD":"United Income Focus Trust Acc SGD-H","LU0265550946.USD":"BGF SYSTEMATIC GLOBAL ENHANCED EQUITY YIELD \"A5\" (USD) INC","LU2083900584.USD":"HSBC GIF US INCOME FOCUSED \"AM2\" (USD) INC","LU0347712357.USD":"BNP PARIBAS GLOBAL ENVIRONMENT \"C\" (USD) ACC","IE00BJJMRX11.SGD":"Janus Henderson Balanced A Acc SGD","NVIW.SI":"NVDA 3xLongSG261006","LU2361044949.HKD":"WELLINGTON US QUALITY GROWTH \"A\" (HKD) ACC"},"translate_title":"Is the era of general-purpose GPUs coming to an end? Nvidia starts the road to self-help","themeId":null,"isJumpTheme":false,"ttsUrl":null,"symbols_score_info":{"NVDU":0.6,"NVDA":1.96,"NVDS":0.6,"NVDD":0.6,"3NVD.UK":0.6,"NVD2.UK":0.6,"NVD":0.6,"NVDY":0.6,"NVDS.UK":0.6,"NVDX":0.6,"NVD3.UK":0.6,"NVIW.SI":0.6,"SNVD.UK":0.6,"2NVD.UK":0.6},"content_text":"文丨星空编辑｜丁灵波AI进入推理时代，市场格局正在发生巨变。在谷歌TPU的市场攻势下，英伟达近期与Groq达成价值200亿美元授权交易备受关注，据悉这笔钱是其现金储备的三分之一，同时也传达出一个明确信号：以一刀切的GPU作为默认人工智能推理解决方案的时代即将结束。2025年年末，AI产业迎来转折点，据德勤报告，推理（即训练模型实际运行的阶段）的收入首次超过了训练，在大型数据中心总收入方面开始占据主导地位。我们正在进入解耦推理架构的时代，AI芯片本身被分为不同的类型，以适应一个既需要海量上下文信息又需要即时推理的世界，推理工作负载的碎片化速度比GPU的泛化速度更快，2026年，AI算力争夺战的格局正在被改写。牵手Groq应对架构威胁Groq投资人Gavin Baker认为，英伟达之所以与Groq达成合作，主要是因为“推理正在分解为预填充和解码。”预填充阶段：可以将其视为用户的“提示”阶段。模型必须接收海量数据——无论是10万行代码库还是一小时的视频——并计算出上下文理解。这是一个“计算密集型”过程，需要大量的矩阵乘法运算，而英伟达的GPU历来擅长此道。生成解码阶段：这是逐个词元“生成”的过程。一旦接收到提示信息，模型就会一次生成一个单词（或词元），并将每个单词（或词元）反馈到系统中以预测下一个单词（或词元）。这一阶段受限于内存带宽。如果数据无法足够快地从内存传输到处理器，无论GPU性能多么强大，模型都会出现卡顿。这是英伟达GPU的弱点所在，也是Groq的特殊语言处理单元LPU及其相关的SRAM内存的优势之处。英伟达即将推出的Vera Rubin芯片就专为应对这种数据分割而设计。该系列中的Rubin CPX组件是指定的“预填充”主力，针对百万级或更多令牌的超大上下文窗口进行了优化。为了以经济高效的方式处理如此庞大的数据规模，它摒弃了成本高昂的高带宽内存 (HBM)，转而采用128GB的新型内存GDDR7，用一种更具成本效益的方式来摄取海量数据集。英伟达在芯片中运用Groq技术，可以充当高速“解码”引擎，用来对抗谷歌TPU等替代架构的威胁，巩固CUDA的市场地位。从技术角度看，Groq的核心在于SRAM，它是直接嵌入处理器逻辑电路的存储单元。微软风投基金M12的管理合伙人Michael Stewart认为，SRAM适合短距离数据传输，能耗极低。在SRAM中传输1bit数据，能耗约为0.1皮焦，甚至更低，而在DRAM与处理器之间传输同等数据，能耗高出20-100倍。Weka首席人工智能官Val Bercovici认为，SRAM技术对应80亿参数及以下的小型模型，它的使用场景在边缘推理、低延迟运算、机器人技术、语音交互、物联网设备等十分广泛。在2026年的世界里，智能体必须实时推理，SRAM将充当终极“草稿纸”：一个高速工作空间，模型可以在其中操作符号运算和复杂的推理过程，而无需像外部存储器那样进行“浪费的周期”传输。Anthropic和Meta引发的市场涟漪这笔交易中最被低估的推动因素是Anthropic成功地使其技术栈能够在不同的加速器之间移植。该公司率先提出了一种可移植的训练和推理工程方法——本质上是一个软件层，使其Claude模型能够在多个AI加速器系列上运行，包括英伟达的GPU和谷歌的TPU。以前英伟达之所以能垄断，主要是高性能模型想要脱离英伟达生态，会面临极高的技术门槛。Anthropic搭建了一套软件技术栈，能同时兼容TPU和GPU，只是目前它的价值还没有得到足够的重视。该公司近期承诺从谷歌获取多达100万个TPU，相当于超过1吉瓦的计算能力，这种多平台策略确保该公司不会受制于英伟达的价格或供应限制。对英伟达而言，收购Groq是一项防御性举措。通过整合Groq的超高速推理IP，英伟达确保了对性能要求最高的推理工作负载，能够在英伟达的CUDA生态系统中得到满足，即便客户正试图转向谷歌的TPU。就在英伟达与Groq达成合作之际，另一个AI圈大事件是Meta收购了热门智能体项目Manus，Manus的意义之一在于它对“状态性”的执着追求。对于生产级智能体，键值缓存命中率是一个重要指标，它是逻辑模型在预填充阶段构建的“短期记忆”。Groq的SRAM可以作为智能体的“记忆暂存区”，结合英伟达的Dynamo框架和 KVBM，可以构建一个更全面的“推理操作系统”，使推理服务器能够将状态分层存储在SRAM、DRAM、HBM以及其他基于闪存的产品中。英伟达这200亿美元花的值不值，将会在接下来的市场争夺战中得到验证。走出“成功陷阱”，不想重蹈覆辙在众多对手中，目前对英伟达威胁最大的还是谷歌TPU。TPU擅长推理任务与张量密集型运算，在支持大语言模型、图像生成、推荐系统等模型中，性价比可达GPU的4倍。而英伟达GPU则在多类型模型训练、科研工作、游戏、图形渲染、通用计算等非TPU工作负载上保持领先优势。企业部署时，最佳策略是混合部署：用TPU负责生产环境的推理任务，用GPU开展实验探索工作。在模型训练时代，英伟达积累了巨大优势，构建起庞大商业帝国，但在AI产业落地中，推理才是未来。随着推理成本在企业预算中占比持续攀升，TPU及其他专用ASIC芯片正在成为不少AI巨头、独角兽降低成本的新选择，英伟达的市场主导地位正在被动摇。在过去的计算时代，老牌芯片厂商只需推出一款占据主导地位的通用架构就能赢得市场——而芯片巨头走向退败的盲点往往在于忽略了边缘领域的崛起，英特尔就是一个典型的例子。英伟达正在发出信号，不想重蹈覆辙。市场分析认为，2026年，“GPU策略”将不再是一个采购决策，而是转变为路由决策（将计算任务动态分配到最适配的硬件资源），最终的AI赢家不会纠结于自己采购了哪款芯片，而是会聚焦于每个token的运行位置及其背后的原因。","kind":"news","is_publish_news":true,"is_publish_highlight":false,"is_publish_live":false,"is_publish_wemedia":null,"editions":null,"column":"","sentiment":"-1","news_tag":"","news_rank":0,"isVideo":false,"video":null,"symbols":[],"gpt_button":0,"need_auth":false,"need_login_tip":false,"code":"91000000","status":"200"},"commentList":[],"isCommentEnd":true,"newsSizeData":{"likeSize":0,"commentSize":0,"repostSize":0,"favoriteSize":0,"likeStatus":false,"favoriteStatus":false},"APP":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","isDev":false,"isTTM":false,"tenantId":"TBCN","deviceId":"web-server-community-laohu8-v3","version":"4.42.0","shortVersion":"4.42.0","platform":"web","vendor":"web","appName":"laohu8","isIOS":false,"isAndroid":false,"isTiger":false,"isTHS":false,"isWeiXin":false,"isWeiXinMini":false,"isWeiBo":false,"isQQ":false,"isBaiduSwan":false,"isBaiduBox":false,"isDingTalk":false,"isToutiao":false,"isOnePlus":false,"isHuaWei":false,"isXiaomi":false,"isXiaomiWebView":false,"isOppo":false,"isVivo":false,"isSamsung":false,"isMobile":false},"href":"/m/news/2600502351","isCrawlerRequest":true}