             ˿µϣ20261020գ

26.10.19ûи
26.10.20, ӡλ˳ˣܸʲô
26.10.20, ӡΪʲô˵ð֢ԽԽࣿ
26.10.20, ӡAIд£ԽԽڡ
26.10.20, ƵӿգױΪη߷ʾ
26.10.20, Ƶӿգֵ֮
26.10.20, Ƶӿգߡ¼ʲô
26.10.20, ƵƵعѻԱƵ
26.10.20, ѧҽѧоԺԺذѧ練
26.10.20, 񡶶߽ݾҰװʵŮȻɷ˫ѩεۡ
26.10.20, ûжͰľܣɭ
26.10.20, 򶫡³Ѹ
26.10.20, SERGE SCHMEMANNˡй˽η
26.10.20, GIGI KWIK GRONVALL¹ڵߣܶһ𣿡
26.10.20, ϼ982026.9.1-5

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

            λ˳ˣܸʲô

                       ӡ

ȥ˹˰ֵ̨Чʲܣü
˺ܶ˵Ĳɶ˵Ҫ˹Ϊ˹
˹ǵ綯綯ҪȺɣҵˣ˹
ͻܴܵӰ졣

˹˹Ժص㲻쳵ˣҪλˣ
һЩ˹綯߶ĳλˡ˵
˾ͻģУһÿһҪԼԪ˹˻Ԥ
ԣʮڣȫλ˽ʮڸȥλȫ
ǧԤ˹һҹ˾Ҫ
һⲻЦ

˹˾˵ִ󻰣ԤԼȫǴģǺܶ˻
ĵһšΪɵӶ࣬˺ܶࡣйУ˹
˵ɵӿܱȱĹҵĻҪࡣЩʱǵйҽվ
԰ʹ˹˵λˣ˹Ԥԣ˹
λ˾ͿñҽҪãȡҽ

й֮ô˹˸λˣΪйڸ
ܴԾҲڸλ˴Ծλ˴ȥй
ݡйһλ˵Ĺ˾ƼУеһɼ۷
ӽ屶ϸй˵ڶ˶ᣬһ׵ܹھ
8.64ĳɼ˲ص¼䶯һʱŵֹ
λ˳ڵ񵱳ֹйĵ綯һ

˲ʲôʵ£Ѿ˼ʮˣʹģ
ҵ2024һĹҵԼҵĻѾʮֻ
ЩѾõĻ˲εģе֡ΪʲôҪѾ
ܳķεĻˣεأ

ܶΪǽĶ壬Ǿƾģġ
ǶԽ۵⡣ǲ׷ģȻѡǻߣ
ԭĻ޲þʹպˡڽУҪҪ
ЭȨ⡢

ϸָĹ죬ͻᷢƵ÷ǳ⣬һ
ѺŵĴơһ๤ʦ½ƣƵ
áƳģԲһôõơ
ǽһǿ֤ݣ˵岻Ƴģ򲻻
ôŵơ

˵˵һֱߣֻ·һ
ǣܲ졣λܵúܿ죬׳ܹٶˣ
ʵûбʵ𣬾Ͳôһ㡣ܵٿ죬Ҳûȵܵÿ졣
ȵܵٿ죬Ҳûܵÿ죬Աܣȵù
ʵǲʺϱܵģҲܲȡ

ֱߴһ⣬ļ׵ܴΪʲô˺
׵øָļ׵ë׵ͻ֮ģ·Ķﲻõ
Ҳ帺ܲܹ200˲ˣȥЩ
·ıȣ¿ţȱȿ

·һܺõơΪʲô˻·
·أΪ˽ֻֽųòȨ⡣Ҫ
֫ɱ飬˵ҪӤΪС鳤
ǲһģȫģֱ໹Ҫ˫ֽųʹù
ߡΪֽܹųֻѡֱߡһܵԭ򣬿
ܻбԭ򣬵ֱΪ˱ĺôò
ֻҪֻҪá

ΪʲôֻܽߣٳֳֻС
ʹùߣΪĽָܵԼܵʷġ
Լ׵һʼѾ֫·ˣûƾٽ֫
֫Ķԣֻܴǲܽģ
ΪҪҪ֫ǲֵܳġ

ǣƣƻͲˡƻȫԸ
֫֫֫Ļˣ֫ߣٳֻֻֻ֡֡֡
ֻ֡αطǵѧ˸һֵֻλأ

岻ƳģäĿģкŵ
ƣȻҲзǳµơ˵˵֣ױ
ɵġǣɵ֣ҲȲȻûλ
лܹÿ϶ҽ˫ֻҪ
ϸö࣬αȥһλҽأ԰ǰҽ
һһĻ˾ͿԴҽر

¡ƣԡΪһױȵĴ
ԣзǳߵܣܹܱǿ׳öࡢܵÿöࡢ׺ݵö
ΪͳߡҪоӦ÷ƵЩ
¡Ĳ֣ԾеһΪʲôҪ˹ܣ
ģԡ

Ҳ˵λһǴûκεĺôԺܻһЩʵʵ
;˵˴ɨ˶ɼȴֻΪǵ
ΪƵģһθ˲࣬
ûбҪԹ죬ֱͿˡڲֿ
Ҹɻۣ࣬ø൹°֮Щ˻
ȥɻ

ǣĿǰλ˻û̶ֳȣкܶƣ˵ʱ
̡̫ڵĻʵҲûȡϸ
ıݣᷢǶ˱ȻǱȽϻģָҲﲻô
ĳ̶ȡһ⣬ܹ

ЩԺпܵõĽǼʹԺλڸ涼˲
ˣĳһЩ泬ˣʹҲûҪȥģ˵״Ϊʲ
ôǵøһֻŵĻˣԸһֻŵĻˣߵøȸ졣Ϊ
ʲôǵøһֵֻĻˣԸһֵֻģԸɵĻࡣ

֮Щ˳λˣǿƻС˵ƻõӰˣǲ
δ磬һѵλѱ档һ棬û
иСʵԺܶ˵һˣֲȫ
ˣǻúܹ죬úֲܿġ

ȥȫ緶ΧĻǧ̨ȥˣл
֮ģҪȥʵ顢оɼݡƼųѾܹӯ
һһ˹˾Ϊʲô֮ɼۿǡǣƼЩ
ҪҲȥʵ顢ɼõģûʵã


һλȥݵġλ˵һֵĿ
ǰͦһֵֵּˣ˶ݣһ֣
ǿ˾úܺ棬ô쵼˺ܸˡйλ˴Ծ
ļֵˡ

2026.9.30.¼

2026.10.10.

(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

          Ϊʲô˵ð֢ԽԽࣿ

                     ӡ

֢˵һ겡ԽϣӴĸָ°Խ࣬ۻ
Ļͻ䡢ϸҲԽ࣬ôð֢ķҲԽߡ˵˾
ðֻ֢˵˵ð֢ıȽ١

ҽѧϣͳƵʱһ50Ϊޣ50֮ǰõİ֢
緢Ͱ֢֣緢Ͱ֢ԽԽ࣬Ҳ˵˵ð֢
ԽԽࡣԵǽ᳦ǰ50֮ǰý᳦Ǻܺģ
50֮ǰý᳦ıռн᳦ĴԼ10%ôˡ

Ⲣڼ˵µģΪǰָ50֮ſʼ᳦
ɸ顣ڷ᳦ֽĲữƣ50֮ǰý᳦Խ
Խˣָϸĳ˴45꿪ʼ᳦ɸ顣ڸ֮ǰ
4550ε˵ý᳦Ĳֻռн᳦Ĳ1%ĳɴ45
ʼɸ֮ε˵ý᳦Ĳռ˽᳦12%
֢ѧĹƣ緢ͽ᳦ÿ1%2%ٶӵġ

һԵٰ1050֮ǰŮ˵緢
ÿ1.4%ٶӡ50֮Ů˵ٰĲҲӣ
ûô죬һֻ0.7%ҲһЩҽƻҪٰ
ɸǰָǴ50꿪ʼɸٰеĻӦ
40꿪ʼɸ顣

ֻǽ᳦ٰ緢͵ĲԽԽ࣬ʮְ֢
ữơҲֻŷ޷ܶҶ
й޹ҡ޹Ҷơһƣ2019굽2030
꣬緶Χ緢Ͱ֢30%

ôʲôԭ˵ð֢ԽԽأʥ·
˹ĻʢٴѧҽѧԺоԱڡȻҽѧϷһƪģҪ
⣬һɣΪΪ˥ϵÿˡ

һ˵һʵʵ䣬һǶһꡣһ
䡣ͬˣΪʲôԵϣԵأǾΪ
ǵǲһġͨһЩѧָ꣬ѧ
ﻯѧıⶨ

ʢٴѧҽѧԺоЩʵȽϴˣ
ǵĳһЩ֢˵᳦ҲȽϸߡǻ֣һ
Ҫһϵÿ죬ͬ䣬һҪһ


ǸݵӢݿ⡣磬90˸60
˶Աȣʵһʱ90Ƚ
ϵÿ졣90˵緢ͽ᳦ķ60
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ԻʢٴѧҽѧԺоΪ֮緢Ͱ֢ˣΪ
ϵÿ죬ϵÿôð֢ķҲ͸ˡûн⣺Ϊʲô
ϵÿˣʲôصµģֻǻһǶΪʲô֢
ữƣǲûʵʵؽΪʲô֢ữˡ

ð֢ŴأҲлء֢ữֻһ
ˡ֮䷢ģô̵ʱڣŴǲܷ仯ģ
ͻٶûô졣϶ڻصµġ
صı仯Էǳ죬һһͻֺܴĲͬôһ
һȣУʲôط˸ı䣬Щָ֢
ķйأ

һǷ֡һڱȽʱ򣬵÷ֵıҪ
һʱߵöࡣСʮ˵÷֡سı
൱ˡ֡سǰ֢һأʮְ֢֡
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һأһʱ򣬻ˣˣ
ԣϷֻҲǵð֢һء

һأʳı䡣һС˺ܶ೬ӹʳƷϵ
һʱȣӹʳƷԵҪöࡣӹʳƷǽΪ
ԵģûʲôֵģȥˣֻΪóԵĲ֣ǵۡ
һ֡Щȥνʳʵܹ𵽱ã
Ԥ֢á˵άأӹ֮󶼱ȥˣάȻ
ܸṩӪάܹͰ֢ķգرǽͽ᳦ķ
աһЩӹʳƷܹӰ֢ķգ˵ӹƷһ
°ܹӽ᳦ķա

һأһŮԲСССʱ
ƳˡСʱƳ١С٣ǵٰķ
ءСĸιˣĸιԽٰķգСԺ
֢ķҲܱȽϵ͡

أܸе°йϵһЩ
ǲǸ΢ϵйϵǣ΢°ķյĹϵûȷ


Ҹղ˵йڵķչйң֢Ҳữơ
ĳЩȽءй˵ɣܸ̺Ⱦƶйءһ
йҲ̡ȾƣʱйûǮô
̾ơȵйĸ￪ţ90ʼôչǮˣͿԷſ
س̡Ⱦˡ

÷չһ⣬ǻȾˡйھôչʱ
ȷչſʼӻȾ⣬ƶԽͰ֢
ķյЧڻ˾ʮͳɵĻȾ
֢ӵ⣬ھܹˡ

ʲôԭ˵İ֢ԽԽ࣬˵ĶһЩԣ
Ʋ⡣ҪһоĿǰҲһŵо⡣
ΪûԲţкܶ˶ȥʲôԭ
ɵġ

ʲôԭɵģ緢͵İ֢˵õİ֢Ԥ
ʩһġҲڸ˰Щ̣ٺȾƣ
أˮ߲ˣҩ

2026.9.26.¼

2026.10.7.

(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

             AIд£ԽԽ

                     ӡ

101йһ죬΢Ϸһƪƪף
죬й¾ָ蹦̵µ±ǲǵȤģǣ
ƪĪسһѯҪҰͨƪͨ
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ܿͷ֣ʾɾѾˡ
ɾ·һӣԭĻϽ޸ġ΢Բ༭
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2013315ᣬڰ˵ʱ¶ƻֻۺ
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ָɵģ߾͵û£ᶼᡣĻ粨ܿҲ͹ȥˡ
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˵־ǸʱҲš΢΢һͬ
ƵСгܡ˵ʱ΢̣˭΢
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ҲԼıŷǳţдһƪƪΪԼAIд绤

ϺǻϾκβʵƷ˭㷢֮ǰϸ
һ飿ô©ˢӣ˭ˢϺ
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Ĺ۵ݣֻAIдģʵǴʡ

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ΪΪԼƱ磬е˶ˮ˵Ϻʹ
AIˣAIҲϣҺʵдӲˣʵ
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ˡ֪AI첻һϺ԰Ϻѹø졢
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2026.10.3.¼

2026.10.12.

(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

ӿգױΪη߷ʾ

https://www.youtube.com/watch?v=1ScQwEWyPY4

ӿգֵ֮

https://www.youtube.com/watch?v=Q9049qTmXxM

ӿգߡ¼ʲô

https://www.youtube.com/watch?v=t4Nfgr_LPvI

(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

ѧҽѧоԺԺذѧ練

ǱѧҽѧоԺԺҽԺҽʦԭѧ
дҽѧдԭѧУѧίԱίԱҽܳ
ߡѧԺ"Ժʿ"(֪һλٴҽεѧԺ
Ժʿ)

202610£һƪɱѧHongbin HanȵιͬͨѶߡ
ڹ֪ѧڿ Nature Biomedical Engineering оġ
Towards a general-purpose foundation model for functional MRI analysis
DOI: 10.1038/s41551-026-01666-yPubMed ҳڹѧ
С𶯡

ƪԭּ湦ܴŹfMRIͨûģ NeuroSTORM 
ذģδٴӰϵļͻƶ
سüαֱ֡ðʵʵѧ
ɣΪȫ񾭿ѧѧг򹫿
㡣

һ ֤ɽֱðʵ

ⳡѧ粨Դͬƽ̨ PubPeer ϵһӲ˼飨
 PubPeer  #EFB5C468100FD85BE8CC935CC960F7

УŶƻԼ5ߡܼ965֡4DԹܴ
ģԤѵڰ17ּٴĶм
ȡȫȵʵָꡣȻߵȡ濯ĵײԴ
ݣSource Dataѧ˲ʱһʵͼ
бӦʵŹʵģݵ㣬ʵ Python  numpy 
α趨Ĭ seed = 42 ֱɵġ

Ա任ȶԣķġʵݡ np.random.seed(42) 
Ĵ֮䣬ƤѷϵPearson's $r$Ȼߴ 
0.999999996 ϡ

ڼѧͳѧУһСɺϡĽͿռ䣺

ѧϵľͬԴԣʵҽӰźѧϰģ͵
ڸӵάӳ䣬޿Сλϵľ
һλαбϸһ¡

Ĭ 42 ָԣ42 Ǳ̽ģͣLLMдʾűʱ
ĵĬӡҪײдճ $r$  $0.999999996$ Ǻ
ȣҪڸͬӣΨһǺϵƫƫȫõĬ
 42ֱ֤ͼչʾνʵݡǴʵ
ҽԺŹɨģͲеóģɼƾ첢ֱ
ĵĺϳݣSynthetic Data

 ѧǿҷ빫Ǵ

˳Ĵ뼼αʵݲ Nature ӿѸ 
BlueskyMastodon  Substack ȹѧǧˡλ
֪ѧ߶Դ˱߿ɵӦӲ鿴ԭʼۣ

֪ѧۼ Neuroskeptic1012 Bluesky ԭʼع
̾ñʾݵضԳ $0.999999996$
ѧ20һ1018 Substack ȵ鳤
ѧ̽еĸĦ˹һλƽ֮աThe 
Sherlock Holmes of Science Sleuths? How an anonymous poster cracked 
the case of the random dataȫѧ꾡һð
ʵݵ֤

ÿ˹ѧ˹͡Уѧ Claus Wilke Bluesky 
ѧҳֱָٱʣ̫ˡ
ݣmake up dataӦôһ㣬 42 
ӡͬʱԼ׫дרⲩġ42һȥ
칫ĵԡֵӵĲ

׶ص۹ѧԺ񾭿ѧ Dan Goodman Bluesky ۴ж
Ŀŵֶαʾ˼飺ǾȻʹ seed(42) ɼ
ݣfake dataⷴñֳֺܹǵ
ˮߡ

Ӣлƶ´ѧ֪ѧ Tom Stafford Mastodon ҳ
ָ㹫ʵܹ numpy  42 
ֺظֳʱһѡ

ݿӻ֪ѧо Steve Haroz Bluesky һѪ
ָʹ 42 ǴģͣLLMɴĵӡ
hallmarkؼɫM&M

㷺ѧ֣ҿѧоģCNRS񾭿ѧҼ PubPeer 
ĳԱ Boris BarbourMastodon ҳѧ񾭿ѧ 
Jonathan PeelleBluesky ҳͳѧ Max KuhnBluesky ҳ
ȴѧ߷׷תпгŹעߣDaniel A. Walker֪
ѧ̽ Sholto DavidBluesky ҳĻоƣֱα
αֵʵݼΪȴͳġPS۸ҽѧͼ
񡱸˲ζѧΡҵĴ
ݱ䡣

 ѧ˶ԵĿ

ΧƺƪĵۣѧгŲѾָ˼
Ķԣ

1. ͵ġС٣Data Fabrication

ڹʿгŹ淶гŰ칫 ORI ѧ˵Ķ弰
ƼȶʮӡġʧΪ鴦򡷣Уѧ
ĵ״α죨Fabrication۸ģFalsification
Plagiarism  numpy αð侭ٴ֤ģʵ
͵α죨Fabricationδʵʵ
ʵʵ޷ﵽԤЧʱֱͨѧűƾձ
µݵ㡣

2. ޷ѵġռλá

¼УŶͼԡʧ󡱻򡰴ģ
ͼűʱµռλݣPlaceholder Dataδʱ滻Ϊɡ 
ȻѧУһڷǵ𣬷¶ӵ
ʧ

ڳµ׫дڲġ21һͬȷϡͬ
Լύ Source Data ԭʼȫУûκһλߺ˲
ͼݵʵԴһ䵱ĽⱾ͹
˼صʧְвˡ

ؼǣֻеоŶӦȱʵɿʵʱ
Żɵȥͼհ׵Ļƾ档

3. ͨѶߵ

ΪĵĹͬͨѶߣѧͬʱѧҽѧҽ
ѧоԺҽԺȻѧĵѧѹءʵ
Ժ˲ԼѧϹϸвжֱΡҽѧ˹ٴ
ӰĿУͨѶ߲Ŷڿѧѧ
淶ϳеΪȫߡ顱

Pubpeerϵɣƪ²ðʵݵɣ
дʵƽƵɡ

һƪѧȻѧشĿNo,62394314 
Nature Biomedical Engineering ģȴΪһٻ 
np.random.seed(42) ڹѧɨء

ѧ Hongbin Han ˵ƪ֮ڹѧǿҵ
죬Ϊһֽĵķʽ˺˵ǰ֡AI + ҽѧо׷
붥⻷ȴڵײŪٵ߲ߴ 
$0.999999996$ Խαٵ֤ PubPeer Ĺʾҳ
¼ǶԱѧгŻƵϾʣҲΪѧ
˷ֺϳ١ĳؾӡ

Ĳο֤ӻ

ԭģNature Biomedical Engineering
https://doi.org/10.1038/s41551-026-01666-y
PubMed ߻Ԫݣ
https://pubmed.ncbi.nlm.nih.gov/42026120/
PubPeer ԭʼ븴۴
https://pubpeer.com/publications/EFB5C468100FD85BE8CC935CC960F7
Neuroskeptic ȵ鳤ģSubstack
https://neuroskepticbsky.substack.com/p/the-sherlock-holmes-of-science
-sleuths
Neuroskeptic ԭʼعBluesky
https://bsky.app/profile/neuroskeptic.bsky.social/post/3mxobyl3vms2f
Claus Wilke ڹ seed(42) 벩ͣ
https://bsky.app/profile/clauswilke.com  
https://clauswilke.com/blog/2026/02/15/random-seeds-and-brown-mms/
Tom Stafford ڹۣMastodon
https://mastodon.online/@tomstafford
ʳίԱᣨCOPEָϣ
https://publicationethics.org/retraction-guidelines

(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

߽ݾҰװʵŮȻɷ˫ѩε

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2025ѧڣйȻ˫ѩε̸ᡣһ
Ȼģ˫ѩκһĿһˡ

ȻɽˣɽʡĻȱ⣬Լ
ƶŤѧչ⣬ܲشҲ̽֡

ʵαһ



ȻˮƽҲһ㣬ǳҶѡ

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й֮ࡣ

ȻȻŮʿ벻ôҲ𲻳ô



һˣйˮƽǲ½ġëʱ
й֪ʶӣȻкܶ࣬ҲһЩˣдĶеˮƽ

һҡʫˣ޲ˮƽҲֻˮĻƿ

Ȼȷʵû˵ĻͿˮƽߣŮ




Ϊۼǳǳ£Ҳ˿ʼ˫ѩκȻ⡣

˫ѩƷûһݽҶûˡ

ȻˮƽҿˣˮҲǼͥо١Ȧ



ҶԺܶ˺ͻǶġ˵ûú
һЩҪ⣬ֱӼӺԷȴӣҾⱨ

ȻɽˣҸ˵ɽʡ⣬̬ȷ£Ҳ
˵ˮƽҲ⣬ûҡȻҲֵ



˫ѩνʱᵽʲô͹ӡ֮࣬Իʲôġ
űȽ϶ģԲźܿˡ

ֻϴţˣһ֪һȫĲ


Ϊ̸ֻײ̸ߺ̸ֻëʱôԻ̸ͣ
ũƽȡʳǶڵش󼢻ģ



ʵȻ˫ѩλбİԡС֮бϣ˵ܶѧУ
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ֻҵ±ȽϸУҲ̫ϲ·ĶͲ˵ˡ
ȤĿԼȥѯ



ѧȻˮαûвܵˣ˵
ơĻ磬Ҳ۳ϵλܡ

ʵȫͬС죬Ȧӻų켺¢Դ

νġȦӡʣйУȫ綼СйȦӺ
ȫȦӵġ

Ȼ֣йȦﱻȻͨйȦڹҲ
֪ȺعᡣдĶĲɺͺȶز㡢²žޣ
ҡȻռвߵԴ

(XYS20261020)

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ûжͰľܣɭ

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ܻλ˵ʾƵɣͷġ·ġ
ӵģٿ˶ᡣԽԽ fancyģ͡VLA ȴ
ģҲӳǾһۣˮ
ޣ޷չ뻹дһƪСһ¡

ȽһҵıԿѧоģڹ۲ģʽ쳣
Ϊܶʱݱ;ܲµĸ񾭻·ڵ⡣һк
ҽѣҽѣÿĹǰѱ˵ĴԹصٿ
ڹ۲Ⱥвַ񾭾쳣궯
ڿƵҽѣ˵Ĳ˶쳣
жǲǿ˶ϰɭЩеиְҵ
ʲôϵͳ̲סϵͳȥһ

ҿЩʾƵʱְҵͷˡҵжϲֹ̫ۡ
ϵĲֹۣϵĲֹۡҺϤһϵͳ˵ʲ
ôʱʲôˡ˵øֱһ㣺ҿЩˣԽԽһ
ɭˡǲܶǺõģģǴġѣÿ
ҪָһѣӲƲȣʱᣬһƫ
ѵֲͿסɭߵſڻᶳᣬߵûĳᶳᡣ
Ʋͬ;˵ơʾƵҽѧ˶ϰ

Ҫ˵ʲô˵˵˶ϵͳϵͳжƴ󡢶
ɣԿѧ֮ƽʱ޴˽⡣Ҿѧ˵Ӵ
ϵͳ˶ϵͳ˵Ϊ˾׼ɿص˶ԺϵͳΪ
߰ĳɱɱҲԽǲоǻ۵ĳɱ

һˮͼڴƤ㣺˶Ƥ㸺
ɼģʽ˶ܶеڲ֯絯
Ķǰ˶Ƥ㸺׼ƽ
ɲŲڸɻиؼϸڣƤ㲻ǿԪʩ
ġˮĳһˮԪڷŵ磬һȺԪͬʱ
ÿԪֻͶһƱƱֲķֱߡöʲô
ٶȡȺ롪ֲʽࡢݴˡƯ
ơƤ֡ͶƱķʽͼһȶ˶
ָ

Ƥ˵˲㡣Ƥ㷢Ҫ֮Ҫ񾭽
񾭽ǴĶѡίԱᣬͨ·ֱͨ·൱ 
Goжͨ·൱ NoGoؼڣ񾭽ڵ
ƽʱǳ˷ܵģһֻεɲνһ
񾭲治ǲţɲֱͨ·ʱƵţԺ
Ըɵ˶غͬʱƣŷ񾭽Ҫѡģ
ƤȺĶѡѡĳһԪһ
໥ĶУѸ÷еķУѸ÷ѹס

ԸɡԸɸЩ㲻Ҫ˼ʵһֱ£ǰ
ͥڶƽźʵʱ֫켡㲻ˤ״
ƵĴִڡ˼˶̼ǿȲͬվ
ߣǿȼӴɿߣټӴɱܡλֻһּźţ
Զл̬Ƿּؽڿơ

ײǼ衣ܶΪһ£Ǿ޴⡣
ģʽCPGһԶɵԪ硣ߡ
֮ȵ콻桢ҽ棬ȫɼмԪԶɣҪ
ָӡȥԵèܲ߳൱Ĳ̬ľ
ﻹǣŷ䣺ⱻźڼһͻʹ
뼶ɡȫķϵͳΪʾԡ˶Ԫ
ļѭСԭСϣϸʡ磻ĺϣֻҪʱ롣
ϵͳõԴ

˵һСԡ񾭽ڸѡĸСԸ
úòáܵЭʱУٴϵĶԱȺ
ڻˣѡѡСԻˣǶ
Ŀõˣ·ȴŤŤ߶ؽϵ䡣

ϵпԭҶԾܵĻɣ˵
ȫǵߡ

һĬ״̬ϵͳǿ˶ġĬ״̬ɲ
ǲŵģⱻԵؾϸƽšиҪĸƷʧ
صɳڣɳڵڶΧȻȫġεʱȥǳ鴤
Ҷ

ڶѹƤ˵ߡԶߡ߲ͼ͵ײִ֮
ѹĽӿڣԲҪ֪Ŀ鼡ڼɡ䡢ļ
ȫ·ŵȨһ·һһ߿ֻ飬ȷ
ʵõΪ·ռø߲

Ⱥ롣Ƥ㿿һȺԪͶƱ˶ָ
Ԫһ㡢ٷһ㣬Ⱥ䡣ôǷ
ʽࡢݴˡƯơ˵˾
ȷֵû㱣գһڳȫ

ģСʽԤЭСԺ80%Ԫɵȴһ
Ƽ򵥵£öǰԤĹԡĦ
ʲôţ˶֮ǰͰѲȥôǣһؽһ
ƴģǶؽʱϱϳһ壬ֿ˳

壬Ͱ󻬼ЧӦѧϰźźͶһ񾭵ʣͰ
Ͱٸ¡һѧϰԶͰԪ뽱Ԥ
Ԥںþ壬Ԥڲͣǿѧϰ TD 
ҪѧϰźţԼǰʵˡǶ״ĶͰˮƽ
żͰߣϵͳ붯ÿ졢лͰͣ
öɭϵͳʧȥ˶ͰʵĶͰԪˣ
״Ϲ˵ıֲ̱ǺõģƤ붯ģǣ
ѣһǽֱ켡ͬʱϾƲȣһͻΣ
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ĺı͡ģֶٴСѡᡣ
˶ֽ⡱͡˶ٻɭ˶ϰĵɫ

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ĵţȫҵŹȻۣϵĻ˲
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ȫӦǶѧĬԡ

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ƵָҪһδģͣ൱һ·ʱÿһϥǶȶҪƤ
һ顣ȫдڹ̲ģһμʮٺ룬
Ƶʱڵλϵñһ̨Сģһӳٶһ
β̬λҡϵͳݻ裬ΪͼΪ
˶ѽռø߲Ѽ迳ôֱ
⣬Ǽܹϵķ档·Զ£ĴԵԴҿ
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롱ġǼ׵ϡ˶·
ԡǵĹʦõȥ󢼹£Ȼعͷ
Ϊ˲㷢㣿ѼĻӲƤ㡣

ûȺ롣ģȷֵûȺͶƱû
ƤȺ˶ϵͳˡƯƣ˵˾ܰ
㱣ˡɭ˵Ķٴ죬һȺͶƱ񾭽飻
˵Ķٴ죬ǸûȺͶƱС

ûСʽЭģĿλãȴ㲻˶л
ʲô˶ûһСʽģȥԤԡĦĸ
ţ˶֮ǰͰѲȥǻ֣ȷʵȥˣ
켣ߣؽڻܣС˲˵ġ˶ֽ⡱һޡ

Ҳɵһ㣺ûжͰͰϵͳͣ
ͬʱѧϰźźͶһжͰĶ붯̽
ΪյָڶƹżȨֵ
ֵлķȡٶȡﶼŶͰˮƽ
ǩڵľû׶ѵʱĽźڲʱǹرյģ
붯ֻյִָУжֵֵöѱ
ٷظһٴΣᷳɻҲĳһ̾û
岻ˡŵ㣬ʵǡǡ˵ȱһ״̬ӳ
ϵͳûлΪûκζڸǺõġ

˻˵ǾͶѹģscaling lawһС⻰Դģͳ
˶Դģ⼸ĳɹϳԵ scaling law 
ȥȥȥ͸ſԤߡ˶
ᡣΪʲô᣿ΪԴģ֮ scalingǰѾҵǸ
ȷļԭֲȡȨعֲҰעơ
Щùģÿһ֣ܶһ֡

ĿǰҲ˶ scaling lawھҲܳɹܽȱģ
ǡǡǸ㡣ûҵԼġֲȡʱ̡
ĬϼܹģʽʽľѹȺʽķֲʽࡢСʽ
ԤЭͰʽѧϰͶͳһңЩûбɹ
ԡû֮ǰѲݡֻѳһ
ɭߣĸߣƵscaling law ֻڼܹ
ĳıԭ֮ԸΪ¼ġ㡱Ż
ʼ֮ǰŴǴ󣬲

ܽҲһǰҹȱĲݣңͷ
ΪλȱĸȱǸȡļԭʶ
ȵĬϼܹģʽʽľѹȺʽķֲʽࡢ
СʽԤЭͰʽѧϰͶͳһҡЩ񾭿ѧ
ţűɹԣķֲһȻⲻ˵
Ҫȫ˶ϵͳ˺ƴ˾ɣ˵һ£
Ϊ˾׼˶Զоǻ۵ĳɱһĳ־֮
ֵýָ˵ֱƾ֣ǵ͹ϵͳݻ
ȡ

дźһõڶˮ䡣 AI ˣ
ٻ񾭿ѧжԻHinton ƶʵѧԡι
׷ְҵģ봴 UCL ļ񾭿ѧģ
Hassabis ɴ֪񾭿ѧʿоǼBengio  
LeCun δϵͳ񾭿ѧѵѧMIT ֪
ѧϵ׶񾭼㴫ͳBell Labs ֿѧƷΧ񾭿ѧ 
AI ֮ĶԻǳ̬⡣Ĳο񾭿ѧףڵʱ
ܵĹʦҲ಻񾭿ѧٶ˶
ϵͳ˽ǲġ񾭿ѧҲˣǹ̽
ˣѧƵĸұ AI ĽܷΪʱ
Ȧ֮仹ڻ˼·ٵÿ
ĵƿǼˡ

ҵжǱ۵ġҰݱдþһ㣺˴˶ϵ
ͳУҵܵǸ㡱̻֮ǰܲ
бͻơǸ㵽ʲôʵҲ֪Ҳȡ
ѹȺ롢СЭͰʽеĳһֵֻ֡ϣҲ
ȫҪһұȽȷ㵽֮ǰֻһƯĵ
㷨˵˵ľ᳤ܻʾõѵ״̬
ʾԽԽţʻԽԽȣһƾ͵ϵҡͺľ
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㵽֮ǰûҵԼ͡ⶼ̸
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(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

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ȻԭŮ潣Сš³Ѹ԰н񱣬
ΪްԾܾ찲Բƽ˵һʧƣ
ΪԼ㣬һ˰ţΪʱԤǻõġ
˰šͰĸװŶ찲˼Ϊ
Ҳ޿㣬˯ıҲʮֵ

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ձع꣬³Ѹʮֳޱ߷
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е˻ţȴѾˣеˣȴȻš³ѸǶģ
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(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

ˡй˽η

ߣSERGE SCHMEMANN
20261018ŦԼʱ

ǡʧϵеβƪϵ̽սϵ߽⣬
Լ֮ʸε

Ĵ󲿷˶һѾı䡣
һ仯ͻͳĵȨʹܷ֮
ͳķΧӪ˻Թ븴ĸ˳ݣսսȫ
ÿһ棬ѡֺȨߡ

δһ塢Թ޺Ȩ
³Ԥĳ˵ȥ֮˻Ŭ
±ΪάֵȨĵط

󣬼յMAGAߣơ³Ȱ»JD˹
λͳһԡ޳رȻѾ̫仯
һСʹ޷ڶս
塢ڹԼֵܹȫָԭ״

ǽʮµʵѾ֣йΪľú;
̶֣ȳ˹³ΪһвԵľң
һŷսȫȴͷȴͷ
ݽļʼеרԵȫŵһ
߽ȫ٣ȴ¶棺ģ񡢲ƽȡ緸
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ʷûƣ޷صϸʡĵĶԪ磬
ʵ֡ٴΰ󡱵ֻ롣ڼǰС

ǰʲô֪Ǳ뿼ǿܵ龰Ϊ˾
׼һݶؼΪ˹AǮڡ
״̬нδ硷(Bringing Order to Anarchy: Governing 
the World to Come)һŵκӦȫʧһж
Ļع鿪ʼôˡ1ڴ˹Ѿ
һֹ㷺Ŀشеǿٵ·һ
˵ʵƸ봫ͳκŤתɺȨƵŬ
˵ȻҪ

չδʮĿΣݵЩκ
Ϊְҵ˵ĶԻǵԼЩʲôŲ˵Ľ
չⱣֿѧȫ棬ڷ˼һؼʱ̣Ϊ
ΰȼ˵ģ㲻֪Ҫȥܻյ
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ϣ龰һλڷϡʵȫ
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Ѹʵ־øղջйھϳԽھûУ
Ŭͻҵһֹʽ

һ»»ȨϹٱʢٴζԱ
Ӧ仯͹ս跨˹ܡսԣ֮
ɵĹʶԮܹȶٽͼٿѡԻָ
սԮ׸ܸ˵ġȡ

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ʢٵʼɫ˹̹֮һֺƽ̡

Լļ˳ˣԿʼһ
򡣳ΪȻĹȫ򻯡óסԶּ
֮洦ѾλһԶΪƬ磬ȨӰ
͵λͬʱ֡Ǯд20ʱ໥˩ϵ໥
档һµȫϵʼΣſǮ·ߣһ
ҪɵȫЭƣάƽͬʱһʶ
̬Ļԡ

ĸնһδҪMAGAʱ˶
ԴǶֵ۷棬Լ˷ȱݵ棬
ȻǶصġƽȡ趨87ʱһпսŽ
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꣬ȡƽȵĶԶδȻһǲֿϵĻһ
һεسɹʵˡɵһ

ǵùҹ

ǵĹͬδ汾Уվһ
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Σ֮ĳţʹ֧ȶ

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֮󲿷ֵŷ޺ͼô󡪡ٽΪ׼
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жĶԿ뷢չйҵĹҡӡȡī硢ӡ
ǡӽһݶӣûйӦκĹͬԸ

жǰҵ˳ڣָ˻ľȺ
ϿͨУëǴŴ󲿷Ũ˼ȨǺˣ
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һάͳεľºͰȫͷɵľƷ
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ɣڸǷΧʽܵơƽйѸ
ʱܸı䡣

ʧص˥

໥ָʹ̱Լ쵼ڹ˰ս໥Թ
޵ʧȥ塣Ҫ֯Ϲó֯С
ʻһ֯ϱڲϱ仯˺ó׼Ѱȫó
֮ʷ׷׶ҡɹ̨̲ûʾµֿйͣͣ
ʹûһġܼܵ˹ܵһϵΣ
ͻϮϢɢλʧսΣյƽ

һΡ˥ڶһƬͲȶ
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زģ¸߼Ͷɡ֮Լɿɿĵطͻ

ԼȫůȫңӺˮﵽ޺޵
ˮ͸ɺģͳͻ˺͹֯ȫʹ
ܴӼĵսȫλʷֻ

⵽ڿ˻Ķ˹вڿս˴
ԴڳĽ֣ʹľȺϿͨʱʱΣգƸʯ
ͼ۸񣬲ʹĵأԲǵԴʳƷɱӾ緢չй
Һ˵ĿѡɳذжʧȥġֲϮɫ
кͱռϳɱӣսвŸõ

ʹһ龰Уй˹ŷޡ֮ش
ͻȻ̫ܣΪͻԴʷԹΪΣ߽磬
ͻʧصвʼմڡȨǿóͻ䳼Ŀ
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һڰĵطǸܴѾ١

Ȼδͼʮ黹ݱ䷽ʽٴ
ΰ߾ݳ˵ģԤѣǹδԤ⡣

ΣǾ޴ģδǷаġοɵ
ĳɾ޷ϡҲ޷ѸĨȥʹרӣɵĿ
Ȼǿҡڿչ˼ɵķǷģķȻͦ
յ߸ɵͼȫļðʧȥķձࣻ
ϮʱȻжˣ8·Ჴ
ܺˮŰʱ

ڲģѡٿת򣬵Ҳ
ӣ¹ѡڵ¹ѡеնʾ¸
ѡٽܵȫйע2028ͳѡˡ

ʫĻ˵Ȼȡ͹ڡ֮սѡ
վһǲѡ񡣹ؼڲҪȴ̫á

Serge Schmemann1980롶ŦԼʱĪ˹ơҮ·
Ϲ糤20032013䣬ڰΡ̳
۰ࡣ

룺ŦԼʱ

(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

¹ڵߣܶһ

ߣGIGI KWIK GRONVALL
2026108ŦԼʱ

102գһһоʵҹ28Ůȥ
ǵĵǺʡ˹ԱʾŮڲķף
ڵʵûзκΡ¼ǻʾӴ߽еĽ
ѽӽβĿǰûзκ˵ǵ

˹ٷ˵ط¼ļҲ²γԱȡý
δ֤ʵıƣʵҹԱһ֧װҮɭ
ԹܣϸߡضҽԺһҸҽԺ˷
ͣǿ˽顣һҹҪԱ֡

֯ʾеķǹٷϢͨٵĹ
ƺϵ͡ȷʵ֤ݲȫ̬
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߹ȻȷǿÿƵġݴ
ʵҹԱȾǷߡ߻Ϯβҿ˼ʴ
߲ͬߺܿ14ͺԪףҪͨ鶣ҧ

Ƿߣ䴫Ҳޡʷʾһ߸Ⱦ
ƽᴫȾ1.3ˣ֮£δȺпܴȾ1218ˡ
Ŀǰ޷߻ڳ֢״ǰļ¼ˣԱнӴ
ٵĸȾߡ֡׷ٽӴߡʵʩԼеĸȾ
ƳӦܹЧƷߵĴ

ˣ˹ṩԶԶбҪŪǾ
ʲôʵǷ¹ʣǣ¹ʲôʱ򱻷ֵģ
ܵ¶ʵҹԱʲôƣʲôԭʹֶĽӴ
չģ⣿ĵһ̶ܵز²ƶ
鱨Ϊ˹ӵһĿǰ
Үɭ⡣

вطˣ˹ڹ
֮˾ɥԽ1˳֯ٻؽ֯ר
ֱܹӻȡǱڼ¼Ϣˡʿ
ɢҲжԭʶ˼вĿкϵԴȾ
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빫ڷǧԱа
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ķѶ꽨ӦҪκεط龿
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κ˹ģͣ޷ȡȾϹ硣

¹ڼ䣬＼ҽѧרҵƶ硢
ֶκƷĿӦáӦԴȱݣδ
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Ļϼǿ裬ЩʧȻȴ
ʩͬʱͯڵĳǧȱ
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УҲСһˮֲֳһ
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ĺͬ

¼ӦôǵĽѵǣӦͻ¼
Ҫ֤ݡרҵ֪ʶͺǱĵ鼰ƹ߽гͶʡ
ҪǣǱͶЩܹЩߵרҵ˲š

Gigi Kwik GronvallһλѧңҲԼս˹ѧ
ѧԺ빤ϵĽڡǵѧδ
͵Ľ·ڡ(Our Biological Future: A Crossroads for Life, 
Health, and the Planet)

룺Ȼ

(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)

ϼ982026.9.1-5

 
@fangshimin.bsky.social
10.6K followers
48 following
14.6K posts
ӣң˿վ xys.org YouTube 
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@fangshimin.bsky.social
¡ٺ6/9ĵؽ͸ɱ 
youtu.be/r7n1FYKGZqU
顶1Ƣѳ棬ɴѷվ
https://www.amazon.com/dp/1965771106?ref=cm_sw_r_ffobk_apin_dp_BXD7FBW
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10:49 AM  Sep 1, 2026


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 1mo
2026÷Ͷʵ´˾ʼ˱УUC2380˹̹
19971697ζ1541ʡ1525Ϧ1466¬1303
Ъ1085ά1084UT˹͡1036UIUC 1032ɫ1019Ү
³887˹845 UCLA 840ױ829׶808˹802Ŧ
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267100.241
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2026ȫͶʵ´˾ʼбУǣUC˹
̹𡢿ζʡϦǡ¬ЪάUT
˹͡оиߵѧλУǣ˹̹ʡ
UCױǡϦǡšţŦԼMBAУ
ǣ˹̹Ϧǡŷ޹̹ѧԺױǡʡ
֥Ӹ硢UC׶ѧԺŮԴʼбУǣUC
˹̹𡢿ζϦǡŦԼʡױǡҮ³
˹


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սֹ˲μиGREԣûȥӢѧ


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ͺϥ̸ģ̸Цıʺҵܣ
ûбģûˣһ

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 1mo
ͨԺ60:6Ժ28:975Ԫծȯݿ
ѧ뽡оصּ֧ݴѧѧݵ˽ѧ
вĿоҪ20283¹ͶͨЧԭļ
Ƿ230Ԫծȯ͹ͶģݳƤĽͳ


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2004СʲƸϸо󣬼ݹͶͨ30Ԫծȯ
ҽѧоڼݵĸϸо2020ʽںֹͶ׷
55Ԫ״ͨծȯУȷ˼Ϊϸо
תӦõȵλؿ˲ŵݣΪǼ
ɹĿͶ֮һҪͬʽݿѧ뽡оҲ
ǳɹͶʡջ̨Ժ󻹻ƿеĹ͵ͳ
ĶԿ


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ΪAIģͨһϵAIֹҵAIԶ
ԱͷṩͷͨѡͣʹAIԻ
ߣܿԴʹãı֧ѣֹ罻ý
16ûṩԶŵĹܣÿ˼һͯ100Ԫ


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յNζʷ󾯸棬ʸҷĺըҪըƽ
ǰСйʽ桱Сʽ桱
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һ91ˣý1ʱ갢Сȫ3530ˤ71Ρ
߰С̫ƽݼСͬһֻ꣬Ҫһ
ֶ㣬׶ˡ
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ѧУAIеϡȱ߽⣬ȫʱ
Ժй˶ǿѧˣҪҪȰѧ߽ˣ
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 @fangshimin.bsky.social
 1mo
2026÷Ͷʵ´˾иѧУѴĹ˾UC
2155˹̹17871532ζ1436Ϧ1354ʡ1342
Ъ1012¬1006UT˹͡948UIUC 936ά918ɫ
864Ү³825UCLA 807˹792ױ784ſ755ŦԼ753
744׶737廪628363234
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ѧѧѵļͥż*ʾ2027𣬹ѧޱѧ֥
Ӹ*25򣻹ʡҮ³Ϧǡս˹Ĭ˹*
ʿ٣20˹١ʥĸģ15򣻲ʡЪ12.5򣻼
ѧϵͳũǣ10ȫüͥż֥Ӹ*
12.5򣻹ʡҮ³ս˹˹*10򣻲ʿ٣7.5ʥ
ĸ6

Timevoyager
@timevoyager.bsky.social
˽ѧı׼ڹ


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 1mo


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Replied to you
ָڱݶлбأ


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̿ߣǱݾ񣬲ڱݾסһꡣ


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ûлڣҪôܳΪݾأ


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򷿻ⷿˮ˵֤ȷھס


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ͳ칫һΣǰǵGDP
Դﵽ14151620ĳɹͨ͡



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 1mo
˹޴󣬵UCSDAIҩ﷢оУһʼ
չᴩУ˲ҪġAIϵͳɵǼ裬մ𰸡ܼ
ٷֹ̣ȴ޷ȡѧжϡȻҪȻǻۡAIȻǿ
֡ǰǱԭ˲š
https://bsky.app/profile/fangshimin.bsky.social/post/3muipezwnns2l


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 1mo
ҰҰܲ(wild radish)Ҷ(Spanish clover)Ϸ
̶(southern honeysuckle)(oleander)
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 1mo
ΰ䴨һ£͵ıԼô̬ȣ38%Ĺ͵Ϊ
ôĵˡ
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 1mo
ƻ˾GEOΣƻͼҲŹȸͼԺĽ
MapQuestApp
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 1mo
Ƿֽ֧Ժ֧֣18%69%2024ѡߣ֧
֣36%ԣ43%ѡ˹ߣ֧֣2%ԣ96%(Economist/YouGov,, 
8/31/2026)


 @fangshimin.bsky.social
 1mo
£СĻʱԽ֪࣬Խǿ 
https://fangshimin.substack.com/p/30b?r=2y2z33&utm_medium=ios


 @fangshimin.bsky.social
 1mo
2026ɱָݲŵġ֮
͵ǶȣԸȥ
https://bsky.app/profile/fangshimin.bsky.social/post/3mujay3hzjk2x


@fangshimin.bsky.social
;𲻵ò˵Ĺ⵽д̲
⣬֧Ҫ񣬻ıʺ;̲ܡʱ
ϥ̸
youtu.be/8lhq2XUrwzA
10:31 AM  Sep 2, 2026


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 1mo
2026һסָҲŵġ֮ס
ָ͵ҲǶȡ
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 1mo
Դ绰ƻҪƻͼԺŵƻڶ
͸ġ
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 1mo
˵дͷ$1ӲҿʼͨҪȥһι25
100öƽһö۸$1.55$2.44ع۵ġ
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 1mo
ҪһiPhone 17 ProƽҪ4죬ӡƽҪ160졣
йҪ죬ȻûС
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 1mo
ҪѻľȺϿĽдպϿȸ衢ƻҪҪŸģ
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 1mo
Ϲ±˵ЭĿꡪȫƽ¿ֻȹҵ
ǰ1.5϶ȣѲʵ֣Ŀǰƣĩȫƽ
ȹҵǰ2.6϶ȡա۹û


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 1mo
2025ѧרݴѧ571յ¹ʯͿѧ320
ʡ291ݴѧ229229˹̹201׶190ƼԺ188
ɣ185Ъ177ĿºĬ¡ɳ˹ѧ175
ն172152152ѧ147ս˹144137
129128˹127廪126ɾ124121ʢ
119Ϧ108
https://bsky.app/profile/fangshimin.bsky.social/post/3mukq6od23k2a


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 1mo
գȷʵĳָĳҰīĳ
һҵϲǷְ֧ѰԺĽ֧֣
14%ԣ63%Ƿֺ֧ͼôóս֧֣20%ԣ57%
(Reuters/Ipsos, 9/1/2026)


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 1mo
־ǲӦȰԼձˣ
https://bsky.app/profile/fangshimin.bsky.social/post/3mukuyb4ru22a


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 1mo
Ȥ̳Թ߷֮һľĵĲгµ࣬ĵ¡ͯ
ȵȣľĵ֮ɽ
https://bsky.app/profile/fangshimin.bsky.social/post/3mul2f5eaos26


 @fangshimin.bsky.social
 1mo
ѧƭľڱµƳǰ󷢱ġƷ󲿷
ǳģҺͽһǳϮƷϮȽ۶ö࣬
̶ҲصöࣨľĻճۻ˽й
ĽڷġоľĵЩ֮¶֮ΪľԽƱ硣


 @fangshimin.bsky.social
 1mo
¶ľϵͳԴԵ˽ľĵĴ֡Ա绤ʿͯ˵ɼݴѧ
ڣʵǼѧɼУڣһϵͳҲһε
ݴѧɼУоУѧɼУǽ͵
ԴѧȤǣͯйҰƭѧУѧԺĽڡ
https://bsky.app/profile/fangshimin.bsky.social/post/3mul3mtcdn226


 @fangshimin.bsky.social
 1mo
йҡʫӢһˡԨǸӢƭӣй
ѧľǸΪƭӣʹ¶ˣҲްǵʢ
ֺͷ˿˵йƭӵá


 @fangshimin.bsky.social
 1mo
Ұʥƻ(sacred thorn apple)¹(short wing deer 
weed)С(horse weed)ľ(coast golden bush)
https://bsky.app/profile/fangshimin.bsky.social/post/3mulfaivsxc2t


 @fangshimin.bsky.social
 1mo
øʣȸ裺+43%ѷ+41%΢+35%ƻ+23%Ӣΰ
+11%Anthropic+3%SpaceX-1%
˹-14%Meta-18%OpenAI-20%(YouGov, 8/31/2026)


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 1mo
յֳƣг㣬гDEIгʽ
ǿȼͳУΨů졣
https://bsky.app/profile/fangshimin.bsky.social/post/3muljdfepac2t


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 1mo
տʼϱģȲһĵܡǲҪķŴ
ս
https://bsky.app/profile/fangshimin.bsky.social/post/3mulkirvqb22t


 @fangshimin.bsky.social
 1mo
ʦᵽþĳ棬߶ԷˣҪȥԷ֣ɶ˼
ԼҪͺ̸ģ˵Ȼ߾ˣŲ
й˾ȲоϺԩˡ
https://bsky.app/profile/fangshimin.bsky.social/post/3mulm4dsbjc2t


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 1mo
¡ѧԹ߷
https://fangshimin.substack.com/p/2f6?r=2y2z33&utm_medium=ios


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 1mo
ѧƭѧȥͼƬ
https://bsky.app/profile/fangshimin.bsky.social/post/3mulskovjos27


@fangshimin.bsky.social
عԱƵŵô£
youtu.be/BQRo7mZQn4Y
10:26 AM  Sep 3, 2026


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 1mo
ԺͨúѧɷֹѧɫУ
ȡѧѡ33Ա뼸й͵ԱͶ޳Ʊ
ԵԱ167ƻתġ
https://bsky.app/profile/fangshimin.bsky.social/post/3mumyze7y7c2p


 @fangshimin.bsky.social
 1mo
ȫ幫ѧУдձģʾżͿ
ִΰĽĸߵȽƻ
ίҪ˽ѧҲհ죬򽫸账Ҫȥ
ѧ
https://bsky.app/profile/fangshimin.bsky.social/post/3mumzlysxdk2p


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 1mo
ʵDEIչĴѧСѧ2027ʧȥ
˰ʸ
https://bsky.app/profile/fangshimin.bsky.social/post/3mun3mi5osk2p


 @fangshimin.bsky.social
 1mo
ϱ60ǰֵĿ»۴
ˡ
https://bsky.app/profile/fangshimin.bsky.social/post/3mun63zgrvk22


 @fangshimin.bsky.social
 1mo
25ĦŽͽݶֻм½ɵĽ
ͽڼӦö½ˡ
https://bsky.app/profile/fangshimin.bsky.social/post/3muncanlfsk2m


 @fangshimin.bsky.social
 1mo
ǰѧJulie Sullivan˾ʹԨʫӢ
ŵӢò֪ƣֻвʫ򲻶Ӣ˲ŻϲҺ
Ԩ廹˷󽱣ƲΪӢ뺺񽱵ġ֪ǣ
ԨӢ뺺⣬йķʵӢ
https://bsky.app/profile/fangshimin.bsky.social/post/3muncnq3sh22m


 @fangshimin.bsky.social
 1mo
ϼֵɺӵ
https://bsky.app/profile/fangshimin.bsky.social/post/3munpsaroy22k


 @fangshimin.bsky.social
 1mo
˹˲װҪ̫˵ġACTGСԷѧһ֪
ȴ԰ڵ˷
https://bsky.app/profile/fangshimin.bsky.social/post/3munrbuy75s2s


 @fangshimin.bsky.social
 1mo
Ұɫǣţ(ocean blue morning glory)ʱ(four oclock 
flower)ٷ(Spanish false fleabane)Ҷ(laurel sumac)
https://bsky.app/profile/fangshimin.bsky.social/post/3munvgxprh22i


 @fangshimin.bsky.social
 1mo
ԤδʮְҵǷִҵʿ+41%̫ܹװ
+36.5%ݿѧ+34.6%ֻά޼ʦ+29.5%ҽ
+24.2%ʦ+23%Ƽʦ+22.3%Ϣоѧ+21.8%
ְҵ+21.5%ۿҽƼʦ+21.4%
https://bsky.app/profile/fangshimin.bsky.social/post/3munwovy7tc2i


 @fangshimin.bsky.social
 1mo
߷Ժһо͵»ѡΥΪѡռ
ǩҪԴ˹ͶύͶſԡ͵Ҫߵ߷Ժ
߷ԺβΪ͵ݻȤˣѰѡѡ
ѡѡˣѡҪԭѡѡôԭѡɱסһϯ


 @fangshimin.bsky.social
 1mo
£鵰ʴ״ܹಡա
https://fangshimin.substack.com/p/b94?r=2y2z33&utm_medium=ios


 @fangshimin.bsky.social
 1mo
˵ǲý桱˵˶ǮڲǮ
԰ʿԾӵĶͬ߼һԣѹĵͦ
https://bsky.app/profile/fangshimin.bsky.social/post/3muoacoetos25


@fangshimin.bsky.social
йԨ˴Ӣ뺺Ӣд˴ģ
ڶཱʫӢԳǡʫӢһˡӢ
뺺Ӣ˵ͼ󣬱ʵӢӽҼ٣
ġʦԨʵӢ
youtu.be/Xyvq5JZ_B7c
11:00 AM  Sep 4, 2026


 @fangshimin.bsky.social
 1mo
ԳơйƵվ֥ӸѧŴѧڣ
ΪıƺĻƷ绤ǡࡱ
ڿѹйѧҡΪƼǿ´ۡҲ׼
Ȼعǿѧҵġеˣ˽ڣ¸СǷǹۻһ
Сѧ
https://bsky.app/profile/fangshimin.bsky.social/post/3mupkbtkxwc2w


 @fangshimin.bsky.social
 1mo
Ӣģ·ٲ棬Ҳͷβǵͼ򵥵Ĵʻ㡢
÷򵥵ľӿסƭץסľ̬
Ϊô˲ȥ
https://bsky.app/profile/fangshimin.bsky.social/post/3mupowrpn4s2w


 @fangshimin.bsky.social
 1mo
2026ѧҵҵGEURSʡ˹̹
šţUC¼¹׶ص۹
Ľ˹١ڻ÷¡廪IEѧױǡ
׶ࡢHECҮ³סۿƴ󡢰
ɣŦԼ֥Ӹ硢󼪶ſ


 @fangshimin.bsky.social
 1mo
2026ѧҵҵGEURSʡ˹̹
UC˹١ڻ÷¡ױǡҮ³ŦԼ֥Ӹ硢
ˡʿ١ɣս˹é˹Ϧǡ
ζʡUCLAUT˹͡˹Ъ
ũġUCSDʿѧԺϼݡͲɭЪζء
ĬɽUIUCնɡUCSF±˹
Ρʢ١޸˹ʥ·˹ʢ١ʢ١ʥĸ˹
˹


 @fangshimin.bsky.social
 1mo
2026йѧҵҵGEURS廪Ϻ
йƴϴϷƴͬáпƴ󡢱


 @fangshimin.bsky.social
 1mo
ѧоӰڻ÷¡˹̹UCʡ廪
ŦԼ󡢻ʢ١˹١UCSD׶ࡢζйѧԺ
ɫUIUCɣºĬ¡Ү˹ܴѧ
ά򡢸ױǡۿƴϺUCLAЪ
https://bsky.app/profile/fangshimin.bsky.social/post/3mupq3bia2c2y

Huaizhong Ren
 @hren8401.bsky.social
 1mo
ⶫõʲô㷨Ͼǰһάӳһ
мʧϢɹۣԷǳֵûɡϾǲ׵һ
ʵԭһҵ˷һͷʵû̫塣


 @fangshimin.bsky.social
 1mo
ǼѧѧԼ˹ܷá


 @fangshimin.bsky.social
 1mo
ߣйдϰϯ𣿡գġߣ˵Ҫͷ
ʵ˹йȻʵ˹գҺϰϯϵǳã
˵ʵ¡йͺٲʵ£ǱԸ̶Ȳ
ʵ¡ľȺϿһȥйġ


 @fangshimin.bsky.social
 1mo
2025ȫʮ¼Ⱥ--ݡ-ʥ-ɽɽ
׶Ϻ-ݡŦԼС׶ءʿ-šɼ2025ʮǿ
Ⱥ˾ʥ-ɽɽӢšʿ-š¡ţͼ
ʥǸ硢ȱն¡
https://bsky.app/profile/fangshimin.bsky.social/post/3mupw7taiws2m


 @fangshimin.bsky.social
 1mo
۹Ӭϵͳ166,700Ԫ12420ͻȫλ
20ʱ䡣
https://bsky.app/profile/fangshimin.bsky.social/post/3mupyytzaik2m


 @fangshimin.bsky.social
 1mo
Ŀǰõͼ޻úСȥ͸һʵϷǸ
14Ϲ164Ʊ޳ɡ1Ʊԡ6ƱȨͨ齨÷Ӧ
ʵʱͼյͶΨһƱˡʶ
̡̬תǶԡʺƽٻùϵ⡱ĹעȨ
Ĺңɳǡ³ǡĦߡάǺڿ
https://bsky.app/profile/fangshimin.bsky.social/post/3muq2dg53222m


 @fangshimin.bsky.social
 1mo
ڰ׹ϳƹ㽨ģҹһݻһᾡ
ؽģΪܴ޶棬ҲԴζ
ųɹζƶͷ5ͻڡҪҪ
Ͻһģ


 @fangshimin.bsky.social
 1mo
20˽˹ó׮Ǽǹ1.8·ʻ
12֮һǵ綯ڶĳ19%ǵ綯
https://bsky.app/profile/fangshimin.bsky.social/post/3muq6atfg5c24


 @fangshimin.bsky.social
 1mo
һֱԳ֥ӸѧŴѧڣһΪ֥Ӹѧڣ
֥Ӹѧɻֺȱ̻
ۡԭ2014Ȼعҵ壬ѹֳֻ֧ı
ƺĻƷ
https://bsky.app/profile/fangshimin.bsky.social/post/3muq7dpuloc24


 @fangshimin.bsky.social
 1mo
Ұ˹±˹ˮգStebbins' hedgenettleӹľ(blue 
elder)β(black sage)СҶľ(barberry-leaf goldenbush)
https://bsky.app/profile/fangshimin.bsky.social/post/3muqjiwvenc2h


 @fangshimin.bsky.social
 1mo
ڡǹĴѶƹĵ£
ǡ
https://bsky.app/profile/fangshimin.bsky.social/post/3muqlud2q7k2h


 @fangshimin.bsky.social
 1mo
ƶ˿20%ϵĿӦöֹ֧͵ĿټݵЩ

https://bsky.app/profile/fangshimin.bsky.social/post/3muqopfohls2o


 @fangshimin.bsky.social
 1mo
Ҳã첨ҲãָȻǮҲƶֻʣ
Ǯ飬ģҲҸΪϹǮû
ġǮһУٶǮҲ顣¡뾰
ò˵Ĺ˵ʲô
https://fangshimin.substack.com/p/fdb?r=2y2z33&utm_medium=ios


 @fangshimin.bsky.social
 1mo
йѧĽԹĥѧĥˡͼƬ
https://bsky.app/profile/fangshimin.bsky.social/post/3muqt6jwbjc2b


@fangshimin.bsky.social
¡ٺ7/9ˣͷڷͥӲʯ
ϵ춯 youtu.be/M_8OlbFZmOo
顶1Ƣѳ棬ɴѷվ 
https://www.amazon.com/dp/1965771106?ref=cm_sw_r_ffobk_apin_dp_BXD7FBW
AEP1PBCS11R0B&ref_=cm_sw_r_ffobk_apin_dp_BXD7FBWAEP1PBCS11R0B&social_s
hare=cm_sw_r_ffobk_apin_dp_BXD7FBWAEP1PBCS11R0B&bestFormat=true
11:03 AM  Sep 5, 2026


 @fangshimin.bsky.social
 1mo
ӦڵĹںΪΥйطɷ桱Ѷɾˣ֪
Ϊᵽ¹·ɣΪں̨Ӳá
ǺߣҪСˣڿһѶƹС
251ץȥҪ


 @fangshimin.bsky.social
 1mo
ſ˴ѧаʷֲ걾ûάˣղص80걾
͸ѧɽУѧɽУ170걾һԾ
Ϊѧֲ걾ݣڹ500220
DNAɰײ˼ۺ걾оֵԽԽҪĻ



 @fangshimin.bsky.social
 1mo
䵼أը
Ϊըûеǲս´ʸϮ
أըһƽΪ
https://bsky.app/profile/fangshimin.bsky.social/post/3mus522xcic2g


 @fangshimin.bsky.social
 1mo
һյֱûùԽԽأý岻׷ʣ
նˣ
https://bsky.app/profile/fangshimin.bsky.social/post/3mus7i3co2s2g


 @fangshimin.bsky.social
 1mo
65ʱҪĴ籣𣬰ÿ4%ȡ㣩
Ϊ102Ԫģ102Ԫݣ101Ԫ
Ϊ64.4Ԫɫ64.8Ԫȣ65.3
Ԫݣ65.8Ԫɻ66.7Ԫ
https://bsky.app/profile/fangshimin.bsky.social/post/3musdzzaygk2g


 @fangshimin.bsky.social
 1mo
촨ոٷ𷢱ڷǲƣ
https://bsky.app/profile/fangshimin.bsky.social/post/3musgi7tpvc2g


 @fangshimin.bsky.social
 1mo
Ŀǰϻѡռ49%ϻ򹲺͵ѡռ39%ϴ
ôĲ໹СʲڶڽΣʱ
https://bsky.app/profile/fangshimin.bsky.social/post/3mush7f5lis2g


 @fangshimin.bsky.social
 1mo
޿װйӡȡձŷ
https://bsky.app/profile/fangshimin.bsky.social/post/3musrdxxyus2i


 @fangshimin.bsky.social
 1mo
Ұ˿(flax-leaved horseweed)ëձҶ滨(felt leaf 
everlasting)ҶŮ(chalk dudleya)ɳĮɨ(desert broom)
https://bsky.app/profile/fangshimin.bsky.social/post/3musxokp5hs2n


 @fangshimin.bsky.social
 1mo
ԭʼʲôǽСѡ
https://bsky.app/profile/fangshimin.bsky.social/post/3musydkrni22n


 @fangshimin.bsky.social
 1mo
ϼǶ졣
https://bsky.app/profile/fangshimin.bsky.social/post/3musz3pjlgc2e


 @fangshimin.bsky.social
 1mo
˹͡ʹ˹ڱԽԽǵݵδ
https://bsky.app/profile/fangshimin.bsky.social/post/3mut2p6gxr226


 @fangshimin.bsky.social
 1mo
ݻ˻ߵѼݵй
https://bsky.app/profile/fangshimin.bsky.social/post/3mut4e44jzk26


 @fangshimin.bsky.social
 1mo
2025ȫָʿ䡢¼¡Ӣ
й¹ձɫСۡɳǡô󡢰
µŲ
https://bsky.app/profile/fangshimin.bsky.social/post/3mutegicbb224

(XYS20261020)

˿(www.xys.org)(xinyusi.org)(groups.google.com/group/xinyusi)
