wen | touzijiepedaily wanglu　

linjinnianmo，rongziyijiufengkuang。

touzijiehuoxi，jinriliquid aixuanbuwanchengyibi2.5yimeiyuanalunrongzi，lingtoufangzhengshisuzifengsuozhizhangdeamd。zhici，zheijiachenglijinyiniandechuangyegongsi，guzhichaoguo23yimeiyuan（yue160yirenminbi）。

gongsichuangshirendaniela rus，renmenkenengyousuobuzhi，zheishiyulifeifeiqimingdejisuanjidalao。tayinlvxiankaizhanfenbushijiqirenyanjiubingshixiansuanfatupoerwenmingyenei，muqianzhangduoquanqiuzuidadegaoxiaoshiyanshi，beichengweijiqirenzhimu。2023nian，tadailingsanmingdizichuangbanliquid ai。

zheiyeshibenyueyilaiamdzaiaisaidaodedisancichushou，ciqianyiyazhuxinpiangongsiayar labs、aishijuelingyuqiyeluma ai。xixishulixialai，jinnianamdzhijietouzilezhishaojiujiaaiqiye。yongsuzifengdehualaishuo，meiyourenxiangzaiaishangluohou。

机器人之母，她带队创业，成立一年估值百亿

beisuzifengkanshang，liquid ailaitoubuxiao。

zheiyaocongchuangshirenshuoqi：1963nian，daniela ruschushengyuluomaniyadeligongkexuebajiating，fuqinshijisuanjikexuejia，muqinshiwulixuejia。17suineiniantasuifumulaidaomeiguo，xianzaiaihehuadaxuejiudubenke，1987niankaorukangnaierdaxue，gongdujisuanjiboshixuewei。

bishi，tashicongtulingjianghuodezhe、jisuanjitaidoujohn hopcroft。biyehou，ruschengweidatemaosixueyuandejisuanjijiaoshou，yishouchuanglidatemaosijiqirenshiyanshi，yilvxianzhankaifenbushijiqirenyanjiubingshixiansuanfatupoerwenmingyenei。budao40sui，tajiuzhanhuomaikeasetiancaijiang。houlaijieshoumitjisuanjikexueyurengongzhinengshiyanshi（csail），chengweiquanqiuzuidagaoxiaoshiyanshidediyiweinvxingzhangmenren。

zhankailaikan，zairusdedailingxia，csailyouzhexiangdangduodekaichuangxingyanjiu，baokuokechuandaidemangrendaohangxitong、minisurgeonkeshiyongyiyongjiqiren、sofiruantijiqiyu、mokuaihuajiqirenchuan、zidongjiashibiandaosuanfadeng。“tazuodehenduoshiqingyikaishikanqilaixiangmoshu，congweiyourenxiangdaoguodeqiaomiaoxiangfa，zuizhongnengzhaojinxianshi。”zaiyenei，tabeiyuwei“jiqirenzhimu”。

xuejieshuoguoleilei，rushaijijitoushenchuangye，ciqiancengchuanglithemis ai、zidongjiashiventidenggongsi。ercicichuanglideliquid ai，zuizaokezhuisudao2017nian，dangshiruszhuyidaoramin hasani、mathias lechnerdeshenjingwangluoyanjiu，jiangtamenwadaoshiyanshi，bingyishenrujuyuboshishengalexander aminigongtongzuanyan。zhici，liquid aidelianhechuangshituanduijihewanbi。

suoweiyetaishenjingwangluo，lingganlaizishiwuliandicengdexiuliyinganxianchong，shenzhangjin1haomi，shenjingxitongzhiyou302geshenjingyuan，queyounenglizizhujuece、tansuoshijie，qishenjinglianjiemoshihedongtaitexingchengweiyanjiujiqixuexideduixiang。

cihou，siweiyanjiuzhefabiaoduopianzhongliangjilunwen，tichuleyetishenjingwangluo（liquid neural networks，lnn）jiagou，liyongdongtaiquanzhonggengxinjizhihejiyufeixianxingweifenfangchengdelianxushijianjianmo，tupolechuantongtransformerjiagoudejuxianxing。

jianyanzhi，chuantongjiagouxuyaodaliangshujuxunlian，congerxiaozhunqiquanzhongzuiyouzhi。yetaishenjingwangluoyougengqiangdeshiyingxing，nenggenjuguanchadaodeshurugaibianqijibenfangcheng，congerjiakuaixiangyingsudu。

jiyuzheiyiyanjiuchengguo，liquid aiyu2023nian3yuexuanbuchengli，jiugeyuehouwanchengzhongzilun3750wanmeiyuanrongzi，guzhichaoguo3yimeiyuan，beihouyouoss capital、automattic、samsung nextdengtouzijigou，yijigithublianhechuangshirentom preston werner、shopifychuangshirentobias lütkehered hatlianhechuangshirenbob youngdengtianshitouziren。

zuixinxiaoxichuanlai，liquid aixuanbuwancheng2.5yimeiyuanalunrongzi，youxinpianjutouamdlingtou，oss capital、duke capital partnershepagsgroupcantou，guzhiyichaoguo20yimeiyuan。zhici，liquid aijinjinyinianduoshijianjiujueqiweimingxingdujiaoshou。

苏姿丰低调扫货

zheibushisuzifengjinniandediyicichushou。

shishishang，amdyijingzhongcangaitouzi。jubuwanquantongji，jinnianamdzhijietouzilezhishao9jiaaiqiye，qizhongbufachaojidujiaoshouxiangmu。

yinxiangshenkeyimuchuxianzaijinnian9yue。lifeifeishoucichuangyexiangmuworld labsxuanbuhuode2.3yimeiyuanrongzi，youa16z、neaenyitouziheradical ventureslingtou，haiyouamd、yingweida、adobe、databricksheshinrai investmentsdengshenying，guzhiyidadao10yimeiyuan。

lifeifeizaiaijiekeyishuoshiwurenbuxiao。chushengyubeijing，zaisichuanchengdouzhangda，tashiquanqiuailingyuyanjiudebiaozhixingrenwu，zhangqizhudaozhesitanfudaxuederengongzhinengxuekeyanjiu。erworld labschuangshituanduilihuarenmiankongyuezhanjulesanfenzhiyi，laizibeijingdaxue、qinghuadaxue、xianjiaotongdaxue、wuhanwaiguoyuxuexiaodexiaoyoubibijieshi。

wuduyouou，jinnian5yuerengongzhinenggongsiscale aixuanbuhuode10yimeiyuanrongzi，guzhiwei138yimeiyuan（yueweirenminbi1000yiyuan），amdyitouzifangshenfencanyuqizhong。

ciwai，xinpiangongsiayar labs、damoxingchuangqicohereyijifireworks aidenggongsirongzizhenyinglidounengkandaoamddeshenying。jinnian7yueamdbiaoshi，guoqude12geyueli，yixiangshijijiaaigongsitouzichaoguo1.25yimeiyuan。

ciwai，jinnianamddashoubixiachangshougou，chizi49yimeiyuanshougouzt systems；jiangouzhouzuidadesirenaishiyanshisilo ainaruhuixia。jielianhaoshuangchushou，jihubuyuancuoguomingxingxiangmu，bunankanchuamddeyexin。

zaitieniangzisuzifengzhizhangshiduonianjian，amdzhengtishizhishoucichaoguojingzhengduishouyingteer，gujiashangzhangjin50bei。rujintajiangweilaiyazhuzairengongzhineng，cheng“zheishizhiyeshengyazhongjianguozuizhongyaodejishu”。

“meiyourenxiangzaiaishangluohou，womenjuedingbiandegengjiajiji。”suzifengzaizuijinyicicaifangzhongtiji，“rujinaichuchuanggongsizaijianduanchuangxinfangmianfahuidezuoyongkongqianqiangda，qigengxinsudulingrenjingtan。keyikandao，guoqubaoshoudedaxingqiyebudebugengjiakaifang，douzaijiashenyuchuchuanggongsihezuo。”

suzifengdejinpoganlaizilaoduishouhuangrenxun。yingweidazaiaitouzishangtongyangxiongmeng，jinniancanyuleopenai、world labs、cohere、perplexity aihescale aidengmingxingdujiaoshourongzi。

crunchbaseshujuxianshi，jin2024nian，yingweidacanyulechaoguo10ci1yimeiyuanyishangdeaiqiyerongzi。congqunianchudaojinnian8yueyizhichile70duojiaqiye，touzizongechaoguo109yimeiyuan。ciqianyoubeitouqiyetoulu，yingweidademeiyixiangtouzidouyouhuangrenxunqinzipizhun。

duici，suzifengbuzhiyicitanjixingyejingzheng：“jishudemeilizaiyudazaochusechanpin。eryaozuodaozheiyidian，womenbixukanqingweilai，juedingweilaisandaowunianxingyedefazhanfangxiang，bingxiadaduzhu。womenyijingxialeyixiefeichanghaodeduzhu。”

史上最大竞赛，黄仁勋：不入局必死

muzhisuoji，yichangnizhuiwogandeaijingsaiyiranlakaiweimu。yuyingweida、amdxiangsi，guge、weiruan、yamaxundengjutoumenyezai“paomaquandi”，yitouzijixuzengqiangzaiyejiedehuayuquan。

jiuzaibenzhou，rengongzhinengchuchuanggongsidatabrickszaixinyilunrongzizhongchoujilegaoda100yimeiyuan，guzhidadao620yimeiyuan。openaiyexuanbuzuixinyilunrongzi66yimeiyuan，touhouguzhidadao1570yimeiyuan（chao11000yiyuanrenminbi），touzifangchuxianleyingweida、weiruandengjutouyijizhongliangjitouzijigou。

jiangshijianlazhanglaikan，aixingyegengshidizaolerangrenmudengkoudaidetianliangrongzi。shujuxianshi，jiezhi2024niandisanjidu，aizhanjulequanqiufengxiantouzizongede31%，erliangnianqianjinyou13%。zheiyishujushizhiqiandekejixingyelangchaoxiangxingjianchu——dianfengshiqidejinrongkejizhanjuleyue20%。yinci，cb insightsfenxishijinghu，“aigongsijihuxizoulechuangtouquansuoyoudeyangqi。”

guoneiairongziyeshifenhuobao。yuezhianmian、baichuanzhineng、zhipuaidengmingxingqiyepinfanchuanlaidaerongzixiaoxi，guzhiduanshijianneitupobaiyi。zaiaitouzizuihuoredeshihou，gedajigoudouzaizhengxiankonghouzhengqiangmingxingxiangmuderuchangquan。zaijinniandeqingkenianhuishang，youtouzirenzhiyan，dangqianrenminbijijinzuidaketijiushibunengcuoshiaishidaidechaojidujiaoshou。

aipaomolunyidushenxiaochenshang。“rengongzhinengpaomo，rujinzhengzaijiejinlinjiedian。”sequoia capital（hongshanziben）hehuorendavid cahn（dawei·kaen）fachujinggao。gaoshengcengzaijinnianbaogaozhongtixing，kejijutoujihuaweilaijinianzaiaizibenzhichushanghuafei1wanyimeiyuan，danjihumeiyourenheshizhixingde、kejiandechengguolaizhengmingzheixietourushizhidede。

buguo，duiyuamdheyingweidadengjutoumenlaishuo，dashoubitouxiangaichuangqibujinjinweileyazhulianghaodecaiwuhuibao。shenrulejieqianyanaichuangqijishufazhan，congergaijinxiayidaixinpian，bingtuidonggongsizhengtifazhan，caishihexinjiazhi。

zheiyidian，conghuangrenxundebiaoshuzhongkejianyiban。tajingchangjiangkejixingyemiaohuiweishengsijingsai，ruguoyingweidabuweileyaoyuandeweilaierjinxingzaoqitouzi，neimemiedingzhizaikenengsuijidaolai。

suzifengwuyiyebaozhetongyangdetaidu。qianjiri，tagongkailiaoqile“aipaomo”，zhiyanchiyou“paomolun”derenxiangfaguoyuxiaai，zhikaolvxianzaihuozheweilaibanniandetouzihuibao。

“rengongzhinengzhishaozheyanyuweilaiwunianjishuhuxian，jiangconggenbenshanggaibianrenmendeshenghuo。”tazhichu，meige10nianzuoyou，jishuhuichuxianyigezhongdazhuanzhedian。hulianwang、gerendiannao、shouji、yunjisuanmoburushi，danrengongzhinengbiyishangzheixiedeyingxianglidouyaoda，cikezhengchuyuxinzhouqidechushijieduan。

yiqiecaiganggangkaishi，qianfangdaoluchongmanlewuxiankeneng。zheiyiboshiwuqianlideailangchaozuihouhuiliuxiayigeshenmeyangdeshijie，huoxuhenkuaijiexiao。