{"id":29230,"date":"2025-05-22T14:07:49","date_gmt":"2025-05-22T12:07:49","guid":{"rendered":"https:\/\/www.welovecycling.com\/cs\/?p=29230"},"modified":"2025-05-22T14:07:49","modified_gmt":"2025-05-22T12:07:49","slug":"nominace-trenink-vyziva-jak-umela-inteligence-ovlada-peloton","status":"publish","type":"post","link":"https:\/\/www.welovecycling.com\/cs\/2025\/05\/22\/nominace-trenink-vyziva-jak-umela-inteligence-ovlada-peloton\/","title":{"rendered":"Nominace, tr\u00e9nink, v\u00fd\u017eiva. Jak um\u011bl\u00e1 inteligence ovl\u00e1d\u00e1 peloton"},"content":{"rendered":"

A\u0165 u\u017e jde o progn\u00f3zy, strategii, tr\u00e9ninky nebo v\u00fd\u017eivu, um\u011bl\u00e1 inteligence alias AI si postupn\u011b nach\u00e1z\u00ed sv\u00e9 m\u00edsto v cyklistick\u00e9m pr\u016fmyslu. T\u00fdm UAE ji nap\u0159\u00edklad vyu\u017e\u00edv\u00e1 k optimalizaci v\u00fdkonu Tadeje Poga\u010dara b\u011bhem z\u00e1vod\u016f. Opravdu ji ale cyklistika pot\u0159ebuje?<\/strong><\/p>\n

V\u011bd\u011bli jste to? Jen dva dny p\u0159edt\u00edm, ne\u017e loni vyhr\u00e1l 18. etapu Tour de France, vyu\u017eil Victor Campenaerts um\u011blou inteligenci. Jeho t\u00fdm Lotto tehdy spolupracoval s platformou Brailsports poh\u00e1n\u011bnou pr\u00e1v\u011b AI.<\/p>\n

Ta po anal\u00fdze jeho \u00fadaj\u016f \u2013 v\u010detn\u011b znepokojiv\u00e9 m\u00edry stresu \u2013 doporu\u010dila, aby Belgi\u010dan p\u0159ed z\u00e1vodem trochu zvolnil, a na\u0161el svou formu. T\u011b\u017eko soudit, jestli toto digit\u00e1ln\u00ed varov\u00e1n\u00ed m\u016f\u017eeme p\u0159\u00edmo spojit s Campenaertsov\u00fdm emotivn\u00edm v\u00edt\u011bzstv\u00edm v Barcelonnette. Ot\u00e1zka se ale nab\u00edz\u00ed: do jak\u00e9 m\u00edry u\u017e um\u011bl\u00e1 inteligence do pelotonu pronikla?<\/p>\n

Um\u011bl\u00e1 inteligence ur\u010duje j\u00eddeln\u00ed\u010dek i nominace<\/strong><\/h2>\n

Cyklistika, konzervativn\u00ed sport s hluboce zako\u0159en\u011bn\u00fdmi tradicemi, za\u010d\u00edn\u00e1 AI skute\u010dn\u011b p\u0159ij\u00edmat. Pohledy t\u00fdm\u016f sv\u011btov\u00e9 \u00farovn\u011b se ov\u0161em r\u016fzn\u00ed. N\u011bkter\u00e9 jsou opatrn\u00e9, jin\u00e9 nad\u0161en\u00e9. V Poga\u010darov\u011b formaci UAE vytvo\u0159il t\u00fdm expert\u016f veden\u00fd \u0161\u00e9fem performance \u00faseku Jeroenem Swartem u\u017e v roce 2022 syst\u00e9m jm\u00e9nem Anna. Ten byl vyvinut ve spolupr\u00e1ci se spole\u010dnost\u00ed Analog, dce\u0159inou firmou G42 ze Spojen\u00fdch arabsk\u00fdch emir\u00e1t\u016f, a analyzuje obrovsk\u00e9 mno\u017estv\u00ed dat pro optimalizaci v\u00fdkonu.<\/p>\n

P\u0159\u00edklad: Odolnost (tj. udr\u017een\u00ed vysok\u00e9ho v\u00fdkonu i navzdory \u00fanav\u011b) je v cyklistice kl\u00ed\u010dov\u00e1. Pokud ji ale tr\u00e9nujete p\u0159\u00edli\u0161, ztr\u00e1c\u00edte v\u00fdbu\u0161nost. To je probl\u00e9m pro z\u00e1vody typu Ardensk\u00e9 klasiky (Amstel, Valonsk\u00fd \u0161\u00edp, Lutych) nebo Mil\u00e1n\u2013San Remo, kde v z\u00e1v\u011bru l\u00e9taj\u00ed oh\u0148ostroje.<\/p>\n

\"\"<\/a>
Tadej Poga\u010dar na z\u00e1klad\u011b anal\u00fdzy, kterou vytvo\u0159ila um\u011bl\u00e1 inteligence, pot\u0159ebuje pro jarn\u00ed klasiky jinou hmotnost ne\u017e na Tour de France. Foto: profimedia<\/em><\/figcaption><\/figure>\n

Kam a\u017e tedy m\u016f\u017eou z\u00e1vodn\u00edci v tr\u00e9ninku j\u00edt, ani\u017e by ob\u011btovali explozivitu pro fin\u00e1le z\u00e1vod\u016f? Um\u011bl\u00e1 inteligence dok\u00e1zala rychle analyzovat roky dat a upravit tr\u00e9nink s maxim\u00e1ln\u00ed p\u0159esnost\u00ed. Mo\u017en\u00e1 proto Slovinec dv\u011b ze t\u0159\u00ed klasik ardensk\u00e9ho t\u00fddne vyhr\u00e1l a tu prvn\u00ed prohr\u00e1l a\u017e ve spurtu t\u0159\u00ed.<\/p>\n

Nebo jin\u00fd p\u0159\u00edklad: V ot\u00e1zce hmotnosti m\u016f\u017ee um\u011bl\u00e1 inteligence ur\u010dit, \u017ee pro z\u00e1vod Amstel Gold Race bude Poga\u010dar nejv\u00fdkonn\u011bj\u0161\u00ed p\u0159i 65,5 a\u017e 66 kg, nam\u00edsto 64 kg, kter\u00e9 dr\u017e\u00ed pro Tour. Tak\u017ee u\u017e ne jen sportovn\u00ed odborn\u00edci a n\u00e1sledn\u011b sportovn\u00ed \u0159editel\u00e9 u vys\u00edla\u010dky, nyn\u00ed bude prof\u00edky \u0159\u00eddit je\u0161t\u011b p\u0159echytral\u00fd po\u010d\u00edta\u010d.<\/p>\n

\n
\"italske-vzkriseni-wout-van-aert-utnul-frustraci\"\/<\/a><\/div>
\n Silni\u010dn\u00ed cyklistika<\/a>\n <\/div>\n
\n \n

Italsk\u00e9 vzk\u0159\u00ed\u0161en\u00ed! Wout van Aert utnul frustraci<\/span><\/h3>\n <\/a>\n <\/div>\n <\/article>\n<\/div>\n

Abychom ale dokola nevyzdvihovali jen UAE, s podobn\u00fdm modelem funguje cel\u00e1 \u0159ada t\u00fdm\u016f. Visma, v n\u00ed\u017e z\u00e1vod\u00ed Poga\u010dar\u016fv arcirival Vingegaard, pou\u017e\u00edv\u00e1 AI k p\u0159edpov\u00edd\u00e1n\u00ed nutri\u010dn\u00edch pot\u0159eb jezdc\u016f<\/a> b\u011bhem z\u00e1vod\u016f. Australsk\u00e9 Jayco ji vyu\u017e\u00edv\u00e1 p\u0159i skautingu a nominac\u00edch jezdc\u016f na z\u00e1vody. Pokud si nejsou jist\u00ed, zeptaj\u00ed se algoritmu, zda bude konkr\u00e9tn\u00ed jezdec dobr\u00e1 volba.<\/p>\n

P\u0159\u00ednos je ve skute\u010dnosti nejasn\u00fd<\/strong><\/h2>\n

Tyto technologie l\u00e1kaj\u00ed, ale jejich re\u00e1ln\u00fd p\u0159\u00ednos z\u016fst\u00e1v\u00e1 nejasn\u00fd. Pou\u017e\u00edv\u00e1 se um\u011bl\u00e1 inteligence skute\u010dn\u011b k rozhodov\u00e1n\u00ed, nebo jen pro usnadn\u011bn\u00ed pr\u00e1ce program\u00e1tor\u016f? Kdy\u017e AI vytvo\u0159\u00ed obr\u00e1zek, jsme ohromeni. V cyklistice je ale jej\u00ed p\u0159\u00ednos t\u011b\u017e\u0161\u00ed kvantifikovat. V\u00edc v\u011bdy neznamen\u00e1 rovnou lep\u0161\u00ed v\u00fdsledky, ale sou\u010dasn\u011b by bylo hloup\u00e9 ji \u00fapln\u011b ignorovat.<\/p>\n

Ti, co j\u00ed v\u011b\u0159\u00ed, ale benefity vid\u00ed a vyu\u017e\u00edvaj\u00ed je, jakkoliv se u\u017e dnes (ne)bezpe\u010dnost um\u011bl\u00e9 inteligence stala sou\u010d\u00e1st\u00ed ve\u0159ejn\u00e9 debaty. A jej\u00ed zapojen\u00ed m\u016f\u017ee nakonec prohloubit u\u017e aktu\u00e1ln\u011b prop\u00edran\u00fd probl\u00e9m \u2013 toti\u017e neust\u00e1le se navy\u0161uj\u00edc\u00ed rychlost pelotonu.<\/p>\n

\"Hromadn\u00e9<\/a>
P\u00e1dy um\u011bl\u00e1 inteligence p\u0159edv\u00eddat neum\u00ed. Ale je za n\u011bkter\u00e9 zodpov\u011bdn\u00e1?<\/em><\/figcaption><\/figure>\n

Neust\u00e1le sl\u00fdch\u00e1me, jak padaj\u00ed nov\u00e9 rekordy: loni nap\u0159\u00edklad nejrychlej\u0161\u00ed Roubaix historie, letos rekordn\u00ed \u010das v\u00fdjezdu na kopec Cipressa v Mil\u00e1n-Sanremo. Nelze samoz\u0159ejm\u011b toto v\u0161echno ozna\u010dovat za z\u00e1sluhu AI, proto\u017ee v\u00fdvojem proch\u00e1zej\u00ed taky kola, p\u0159\u00edprava, v\u00fd\u017eiva.<\/p>\n

V\u0161echno toto ale, v\u010detn\u011b poznatk\u016f od AI, vede k z\u00e1vratn\u00fdm rychlostem dne\u0161n\u00ed profesion\u00e1ln\u00ed cyklistiky, nebezpe\u010d\u00ed a pak i p\u00e1d\u016fm. Tak\u017ee zach\u00e1zet s ohn\u011bm ano, ale velmi, VELMI opatrn\u011b! M\u016f\u017ee toti\u017e cyklistiku, jak ji te\u010f zn\u00e1me, skute\u010dn\u011b zm\u011bnit.<\/p>\n","protected":false},"excerpt":{"rendered":"

A\u0165 u\u017e jde o progn\u00f3zy, strategii, tr\u00e9ninky nebo v\u00fd\u017eivu, um\u011bl\u00e1 inteligence alias AI si postupn\u011b nach\u00e1z\u00ed sv\u00e9 m\u00edsto v cyklistick\u00e9m […]<\/p>\n","protected":false},"author":138,"featured_media":29231,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[126,9,27,4193,67],"global-categories":[411],"class_list":["post-29230","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zdravi-a-trenink","tag-cyklistika","tag-silnicni-cyklistika","tag-trenink","tag-umela-inteligence","tag-zdravi-a-trenink","global-categories-cycling"],"yoast_head":"\nNominace, tr\u00e9nink, v\u00fd\u017eiva. 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