Contra "Grandmaster-level Chess Popanda Kusaka" (2024): Chifukwa Chake Kuzindikirika Payekha Kugwa Mwachidule

Pepala la Google DeepMind la 2024 lodzinenera chess ya grandmaster-level chess popanda ma aligorivimu achikhalidwe osakira zidadzetsa kukayikira komweko komanso kozikidwa pagulu lofufuza za AI. Zotsutsanazi zikuwonetsa zoperewera pakulowa m'malo mwa kuzindikirika kwa mawonekedwe osasinthika - maphunziro omwe amapitilira chess kukhala makina opangira mabizinesi, njira zopangira zisankho, komanso momwe nsanja ngati Mewayz architect intelligent workflows kwa ogwiritsa ntchito oposa 138,000.

Kodi Pepala Loyambirira Linati Chiyani Kwenikweni?

Kafukufuku wapachiyambi, motsogozedwa ndi Aram Ebrahimi ndi ogwira nawo ntchito ku Google DeepMind, adapereka lingaliro kuti chosinthira chachikulu chokwanira chophunzitsidwa pamasewera a chess ndikuwunika kwawo chitha kusewera mwamphamvu agogo osagwiritsa ntchito njira zofufuzira momveka bwino ngati minimax kapena kusaka kwa mtengo wa Monte Carlo. Mosiyana ndi ma injini monga Stockfish kapena AlphaZero, omwe amafufuza malo masauzande kapena mamiliyoni ambiri amtsogolo asanasamuke, njira iyi idadalira maukonde a neural omwe amalosera zachiphaso chimodzi - makamaka "intuiting" kusuntha kwabwino kuchokera pakuzindikirika kokha.

Zonenazo zinali zolimba mtima: ngati cholozera chikhoza kutengera chidziwitso chokwanira kuchokera ku data yophunzitsira, kuwerengera mwamphamvu kungakhale kosafunika. Zotsatira zoyambira zoyeserera zidawoneka ngati zolimbikitsa, ndipo modeliyo idakwaniritsa mavoti a Elo mugulu la grandmaster pansi pamikhalidwe yoyezetsa.

Chifukwa Chiyani Otsutsa Amatsutsa Kusaka Sikunathetsedwe?

Kutsutsana kokakamiza kwambiri kumatsata mfundo yapakati ya pepala. Transformer idaphunzitsidwa pamamiliyoni amaudindo omwe adawunikidwa ndi Stockfish - injini yomwe imadalira kwambiri kufufuza mozama. Otsutsa amatsutsa kuti chitsanzocho sichinathetse kufufuza; izo zisungunula izo. Kusakaku kudangolowetsedwa patsogolo muzodziwitso m'malo mochita panthawi yofotokozera.

"Kunena kuti munthu wachitsanzo amasewera chess 'popanda kusaka' pamene akuphunzitsa zotsatira za injini yosaka kuli ngati kunena kuti mwathetsa vuto popanda mapu - mutaloweza pamtima yankho lomwe munthu wina wapeza pogwiritsa ntchito mapu."

Kusiyanitsa uku ndikofunikira kwambiri. Chitsanzochi chaphunzira zowonetsera mopsinjidwa za zotsatira zakusaka, osati kumvetsetsa komwe kumayendera. Chotsani chizindikiro chophunzitsira chomwe mwafufuza, ndipo magwiridwe antchito akugwa. Izi zili ndi kufanana kwachindunji mu nzeru zamabizinesi: chida chilichonse chosankha choyendetsedwa ndi AI chimakhala chabwino ngati kusanthula mwadongosolo komwe kumayikidwa mumipaipi yake yophunzitsira.

Kodi Kuzindikirika Kwachitsanzo Koyera Kumawonongeka Pati?

Kuyesa mwachidziwitso kochitidwa ndi ofufuza odziyimira pawokha kudawonetsa zovuta zomwe ma benchmarks oyambilira adabisa:

• Zozama zaukadaulo: Mtunduwu nthawi zonse udaphonya zophatikizira zomwe zimafuna kuwerengetsa kupitilira ma 4-5, pomwe injini zamakedzana zimapambana m'mitengo yosakira.
• Zochitika zamasewera omaliza: Malo omwe ali kunja kwa gawo la maphunziro adawulula kulephera kwachitsanzo kuganiza kuchokera ku mfundo zoyambirira, zomwe zidapangitsa zolakwika zoyambira zomwe palibe agogo amunthu angapange.
• Kulimba kwa Adani: Pamene otsutsa adawongolera dala masewera kukhala malo achilendo, Elo wa chitsanzoyo adatsika kwambiri - kutanthauza kuloweza m'malo momvetsetsa kwenikweni.
• Kusasinthika pansi pa zopanikiza: Ngakhale kuti magwiridwe antchito apakati amawonekera pamlingo wa agogo, kusiyana kunali kokulirapo kuposa agogo aanthu kapena makina osaka, ndi zolakwika zowopsa zomwe zimachitika pamitengo yosagwirizana ndi sewero la agogo enieni.
• Kukula movutikira: Pamene zovuta zikuchulukirachulukira, kusiyana pakati pa makina osasaka ndi ma injini osaka kunakula kwambiri m'malo mokhala mizere.

Kodi Mkanganowu Ukutanthauza Chiyani kwa AI-Driven Business Systems?

Mkangano wa chess-wopanda kusaka umawunikira kukangana komwe kuli pamtima pakugwiritsa ntchito kwamakono kwa AI. Kuzindikira kwachitsanzo ndi kusanthula mwadongosolo sikusinthana - ndizowonjezera. Machitidwe ogwira mtima kwambiri amaphatikiza mayankho ofulumira ndi malingaliro okhazikika pomwe pali zambiri.

Izi ndizomwe zimamangidwa kumbuyo kwa Mewayz's 207-module business operating system. M'malo mongodalira ma heuristics ofananira kapena malingaliro ozikidwa pamalamulo, nsanja imaphatikiza njira zonse ziwiri pamayendedwe ake ogwirira ntchito, CRM, kasamalidwe ka polojekiti, ndi magawo azachuma. Malingaliro achangu otengera pamapangidwe amawongolera zisankho zanthawi zonse, pomwe zowunikira zokhazikika zimatengera zochitika zovuta - kuwonetsa momwe injini za chess zolimba kwambiri zimaphatikizira kuwunika kwa neural network ndikusaka komwe mukufuna.

Phunziro la kusanthula kwa contra ndi lomveka bwino: machitidwe omwe amati amachotsa malingaliro okhazikika mokomera chidziwitso chodziwikiratu amagunda denga la magwiridwe antchito. Kaya mukuyang'anira malo a chess kapena njira yabizinesi, kuphatikiza kuzindikira kofulumira ndi kusanthula mwadala kumaposa njira iliyonse yodzipatula.

Kodi Tiziwunika Bwanji Zolinga za "Kupambana" kwa AI Zikupita Patsogolo?

Mikangano yotsutsana imakhazikitsa dongosolo lothandizira pakuwunika mozama zonena za kafukufuku wa AI. Choyamba, yang'anani ngati zomwe adanenedwazo zidakwaniritsidwadi kapena zinangogawidwanso - kodi dongosololi linathetsa kusakira, kapena kubisa pakuphunzitsidwa? Chachiwiri, kuyesa magwiridwe antchito a adani ndi omwe sagawika, osati ma benchmarks abwino. Chachitatu, yesani kusasinthika ndi momwe zinthu zilili zoipitsitsa motsatana ndi kuchuluka, popeza dongosolo lomwe limasewera modabwitsa 90% ya nthawiyo koma limasokoneza kwambiri 10% ya nthawiyo silikhala la agogo mwanjira iliyonse.

Mfundo zowunikirazi zimagwiranso ntchito mofananamo pamene mabizinesi akuwunika zida zoyendetsedwa ndi AI pa ntchito zawo. Zizindikiro zapamtunda zimatha kubisa zofooka zazikulu zomwe zimawonekera pansi pa zochitika zenizeni zapadziko lapansi - chowonadi chomwe chidadziwitsa njira ya Mewayz pakupanga kudalirika pazachilengedwe zonse.

Mafunso Ofunsidwa Kawirikawiri

Kodi mtundu wa chess-wopanda kufufuza unafikadi pamlingo wa grandmaster?

Poyang'aniridwa ndi benchmark, mtunduwo udapeza mavoti a Elo mugulu la grandmaster. Komabe, kuyezetsa kodziyimira pawokha kudawulula zosagwirizana, zofooka za adani, ndi madontho akhungu anzeru omwe amalepheretsa gulu la agogo. Sewero la grandmaster lenileni limafuna kudalirika ndi kuzama komwe chitsanzocho sichinawonetse nthawi zonse, kupangitsa kuti zonenazo zikhale zocheperako m'malo momveka bwino.

Kodi kafukufuku wa AI chess wopanda kusaka akadali wofunikira ngakhale amatsutsidwa?

Ndithu. Kafukufukuyu adawonetsa kuti zomanga za thiransifoma zitha kupondereza chidziwitso chochuluka cha chess pakuwunika mwachangu kwachiphaso chimodzi. Izi zili ndi ntchito zothandiza pakuwunika kofulumira, thandizo la maphunziro, ndi machitidwe osakanizidwa. Zotsutsana nazo sizilepheretsa kafukufukuyu - zimatengera malire ake ndikutsutsa mfundo mokweza.

Kodi mkanganowu ukukhudzana bwanji ndi kusankha zida zopangira bizinesi?

Phunziro lalikulu ndiloti makina ogwira ntchito amafunikira kufananiza njira yoyenera yolingalira ndi mtundu uliwonse wa ntchito. Zosankha zosavuta, zobwerezabwereza zimapindula ndi kuzindikira kofulumira. Zosankha zovuta, zazikulu zimafunikira kusanthula koyenera. Mapulatifomu abwino kwambiri - monga Mewayz's Integrated Business OS - phatikiza zonse ziwiri, kuwonetsetsa kuti palibe njira imodzi yomwe ingakhale yolepheretsa kapena kulephera pazochita zanu zonse.

Mwakonzeka kuyendetsa bizinesi yanu pamakina opangidwa kuti azithamanga komanso kuya? Mewayz imaphatikiza magawo 207 ophatikizika okhala ndi makina anzeru opangidwa kuti azivuta zenizeni padziko lapansi - osati ma benchmark theatrics. Mapulani amayamba pa $19/mo kwa magulu omwe amafuna kudalirika pamlingo uliwonse. Yambitsani kuyesa kwanu kwaulere pa app.mewayz.com ndikuwona momwe bizinesi yoyendetsera bizinesi imamvekera.