{"id":82741,"date":"2025-07-04T00:16:23","date_gmt":"2025-07-03T22:16:23","guid":{"rendered":"https:\/\/www.infokuryr.cz\/n\/?p=82741"},"modified":"2025-07-03T14:56:10","modified_gmt":"2025-07-03T12:56:10","slug":"microsoft-chce-nahradit-lekare-super-umela-inteligence-by-mela-prevzit-diagnostiku","status":"publish","type":"post","link":"https:\/\/www.infokuryr.cz\/n\/2025\/07\/04\/microsoft-chce-nahradit-lekare-super-umela-inteligence-by-mela-prevzit-diagnostiku\/","title":{"rendered":"Microsoft chce nahradit l\u00e9ka\u0159e: Super um\u011bl\u00e1 inteligence by m\u011bla p\u0159evz\u00edt diagnostiku"},"content":{"rendered":"
<\/div>\n

\u201eL\u00e9ka\u0159sk\u00e1 superinteligence\u201c od Microsoftu: Revoluce v diagnostice \u2013 nebo marketingov\u00e1 poh\u00e1dka?<\/span><\/strong>
\nKritick\u00e1 anal\u00fdza MAI\u2011DxO a m\u00fdtu o neomylnosti<\/span><\/em><\/p>\n

Nerealistick\u00e9 testovac\u00ed podm\u00ednky: L\u00e9ka\u0159i se zav\u00e1zan\u00fdma o\u010dima<\/span><\/h3>\n

Z\u00e1kladem pro superlativ spole\u010dnosti Microsoft je\u00a0<\/span>studie<\/span><\/a>\u00a0304 komplexn\u00edch p\u0159\u00edpadov\u00fdch studi\u00ed z\u00a0<\/span>\u010dasopisu New England Journal of Medicine<\/span><\/em>\u00a0. Zat\u00edmco um\u011bl\u00e1 inteligence dok\u00e1zala \u010derpat ze soust\u0159ed\u011bn\u00fdch znalost\u00ed z internetu a v\u00edce jazykov\u00fdch model\u016f, lid\u0161t\u00ed l\u00e9ka\u0159i museli \u010dinit rozhodnut\u00ed\u00a0<\/span>bez odborn\u00e9 literatury, bez konzultac\u00ed a bez dal\u0161\u00edch test\u016f<\/span><\/strong>\u00a0. Tento sc\u00e9n\u00e1\u0159 se\u00a0<\/span>nijak nepodob\u00e1<\/span><\/strong>\u00a0skute\u010dn\u00e9 klinick\u00e9 praxi \u2013 kde l\u00e9ka\u0159i pracuj\u00ed jako t\u00fdm a spol\u00e9haj\u00ed se na zku\u0161enosti, modern\u00ed diagnostiku a c\u00edlen\u00e9 dopl\u0148uj\u00edc\u00ed ot\u00e1zky.<\/span><\/p>\n

Microsoft p\u0159irovn\u00e1v\u00e1 vysoce v\u00fdkonn\u00e9 letadlo k j\u00edzdn\u00edmu kolu \u2013 a pak tvrd\u00ed, \u017ee letadlo l\u00e9t\u00e1 l\u00e9pe.<\/span><\/p>\n

Zkreslen\u00ed vzorkov\u00e1n\u00ed: Um\u011bl\u00e1 inteligence se tr\u00e9nuje na h\u00e1dank\u00e1ch m\u00edsto na realit\u011b<\/span><\/h3>\n

Dal\u0161\u00ed kritick\u00fd bod: V\u00fdb\u011br p\u0159\u00edpad\u016f sest\u00e1val z\u00a0<\/span>obzvl\u00e1\u0161t\u011b obt\u00ed\u017en\u00fdch, \u010dasto akademicky konstruovan\u00fdch, v\u00fdjime\u010dn\u00fdch p\u0159\u00edpad\u016f<\/span><\/strong>\u00a0. To jsou p\u0159esn\u011b ty p\u0159\u00edpady, kter\u00e9 modely velk\u00fdch jazyk\u016f obzvl\u00e1\u0161t\u011b dob\u0159e analyzuj\u00ed \u2013 koneckonc\u016f mnoho z nich poch\u00e1z\u00ed p\u0159\u00edmo \u010di nep\u0159\u00edmo z tr\u00e9novac\u00edch dat um\u011bl\u00e9 inteligence.<\/span><\/p>\n

V\u00fdsledek:\u00a0<\/span>Testovac\u00ed prost\u0159ed\u00ed, kter\u00e9 poskytuje maxim\u00e1ln\u00ed v\u00fdhody pro um\u011blou inteligenci<\/span><\/strong>\u00a0, ale umo\u017e\u0148uje jen m\u00e1lo z\u00e1v\u011br\u016f o ka\u017edodenn\u00ed p\u00e9\u010di o pacienty. Vz\u00e1cn\u00e1 onemocn\u011bn\u00ed tvo\u0159\u00ed jen zlomek skute\u010dn\u00e9 klinick\u00e9 pr\u00e1ce \u2013 a p\u0159esto je to pr\u00e1v\u011b tento zlomek, kter\u00fd je z\u00e1kladem \u00fadajn\u00e9 nad\u0159azenosti um\u011bl\u00e9 inteligence.<\/span><\/p>\n

Bez extern\u00ed validace \u2013 bez klinick\u00e9ho v\u00fdznamu<\/span><\/h3>\n

Navzdory ve\u0161ker\u00e9 propagaci z\u016fst\u00e1v\u00e1 MAI\u2011DxO\u00a0<\/span>\u010dist\u011b v\u00fdzkumn\u00fdm syst\u00e9mem<\/span><\/strong>\u00a0\u2013 bez schv\u00e1len\u00ed, bez vz\u00e1jemn\u00e9ho hodnocen\u00ed a bez pilotn\u00edch studi\u00ed na skute\u010dn\u00fdch pacientech. Syst\u00e9m netestovaly ani l\u00e9ka\u0159sk\u00e9 spole\u010dnosti, ani nez\u00e1visl\u00e9 v\u00fdzkumn\u00e9 \u00fastavy. P\u016fsobiv\u00e1 \u010d\u00edsla jsou zalo\u017eena v\u00fdhradn\u011b na intern\u00edm testovac\u00edm prost\u0159ed\u00ed spole\u010dnosti Microsoft \u2013\u00a0<\/span>\u010dern\u00e9 sk\u0159\u00ed\u0148ce s vysok\u00fdm faktorem sebepotvrzen\u00ed<\/span><\/strong>\u00a0.<\/span><\/p>\n

Skute\u010dnost, \u017ee se v tomto kontextu objevuje term\u00edn \u201esuperinteligence\u201c, ukazuje m\u00e9n\u011b v\u011bdeck\u00e9 p\u0159esnosti ne\u017e\u00a0<\/span>marketingov\u011b motivovanou aroganci<\/span><\/strong>\u00a0.<\/span><\/p>\n

Iluze automatizace: Kdy\u017e um\u011bl\u00e1 inteligence nahrad\u00ed l\u00e9ka\u0159e \u2013 ale nerozum\u00ed tomu<\/span><\/h3>\n

MAI\u2011DxO nen\u00ed ur\u010den pouze k stanoven\u00ed diagn\u00f3z, ale tak\u00e9 k rozhodov\u00e1n\u00ed o dal\u0161\u00edch testech. I kdy\u017e to zn\u00ed technicky p\u016fsobiv\u011b, je to eticky slo\u017eit\u00e9: V\u00fdb\u011br diagnostick\u00fdch metod vy\u017eaduje nejen statistick\u00e9 znalosti, ale tak\u00e9\u00a0<\/span>klinickou citlivost, kontextov\u00e9 pov\u011bdom\u00ed a odpov\u011bdnost<\/span><\/strong>\u00a0.<\/span><\/p>\n

P\u0159\u00edli\u0161 brzk\u00e9 zaveden\u00ed um\u011bl\u00e9 inteligence a slep\u00e1 d\u016fv\u011bra v ni by mohly\u00a0<\/span>v\u00e9st k systematick\u00e9 chybn\u00e9 diagn\u00f3ze nebo nedostate\u010dn\u00e9 l\u00e9\u010db\u011b<\/span><\/strong>\u00a0\u2013 zejm\u00e9na v nedostate\u010dn\u011b financovan\u00fdch syst\u00e9mech zdravotn\u00ed p\u00e9\u010de, kde je vysok\u00fd ekonomick\u00fd tlak a omezen\u00e9 l\u00e9ka\u0159sk\u00e9 kapacity. Bylo by velk\u00e9 poku\u0161en\u00ed nechat rozhodovat \u201esyst\u00e9m\u201c \u2013\u00a0<\/span>na \u00fakor blaha pacient\u016f<\/span><\/strong>\u00a0.<\/span><\/p>\n

Skute\u010dn\u00e9 riziko: humbuk kolem um\u011bl\u00e9 inteligence m\u00edsto ochrany pacient\u016f<\/span><\/h3>\n

Krok Microsoftu p\u0159ich\u00e1z\u00ed ve spr\u00e1vn\u00fd \u010das \u2013 v dob\u011b rostouc\u00ed technologick\u00e9 euforie a zmen\u0161uj\u00edc\u00edch se rozpo\u010dt\u016f na zdravotnictv\u00ed. Pr\u00e1v\u011b proto je v\u0161ak t\u0159eba opatrnosti. Syst\u00e9m um\u011bl\u00e9 inteligence zalo\u017een\u00fd na manipulativn\u00edm benchmarkingu, nerealistick\u00fdch p\u0159edpokladech a nepodlo\u017een\u00fdch slibech efektivity by se\u00a0<\/span>nem\u011bl st\u00e1t pl\u00e1nem pro budoucnost medic\u00edny<\/span><\/strong>\u00a0.<\/span><\/p>\n

Ne\u017e bude mo\u017en\u00e9 syst\u00e9my jako MAI\u2011DxO v\u016fbec zv\u00e1\u017eit pro diagnostiku v re\u00e1ln\u00e9m sv\u011bt\u011b, je nutn\u00e9 splnit n\u00e1sleduj\u00edc\u00ed:<\/span><\/p>\n

    \n
  • Nez\u00e1visl\u00e9 klinick\u00e9 studie se skute\u010dn\u00fdmi pacienty<\/span><\/strong><\/li>\n
  • Transparentnost v oblasti \u0161kolic\u00edch dat, rozhodovac\u00edch proces\u016f a m\u00edry chyb<\/span><\/strong><\/li>\n
  • etick\u00e9 a regula\u010dn\u00ed p\u0159ezkumy ze strany ve\u0159ejn\u00fdch org\u00e1n\u016f<\/span><\/strong><\/li>\n
  • a\u00a0<\/span>up\u0159\u00edmnou diskusi o odpov\u011bdnosti, zodpov\u011bdnosti a d\u016fv\u011b\u0159e<\/span><\/strong><\/li>\n<\/ul>\n

    Z\u00e1v\u011br: Technologie s potenci\u00e1lem \u2013 ale bez zralosti<\/span><\/h3>\n

    MAI\u2011DxO m\u016f\u017ee b\u00fdt zaj\u00edmav\u00fdm v\u00fdzkumn\u00fdm p\u0159\u00edstupem \u2013 a technologick\u00fdm experimentem s vyhl\u00eddkami do budoucna. Nen\u00ed v\u0161ak\u00a0<\/span>ani revolu\u010dn\u00ed, ani praktick\u00fd<\/span><\/strong>\u00a0. Pojem \u201el\u00e9ka\u0159sk\u00e1 superinteligence\u201c nazna\u010duje \u00farove\u0148 vysp\u011blosti, kter\u00e1 jednodu\u0161e neexistuje.<\/span><\/p>\n

    M\u00edsto toho, aby Microsoft podlehl PR fantazi\u00edm o v\u0161emohoucnosti, by se m\u011bl rad\u011bji vydat n\u00e1ro\u010dnou cestou: cestou kontrolovan\u00fdch studi\u00ed, l\u00e9ka\u0159sk\u00fdch partnerstv\u00ed a transparentn\u00edho zve\u0159ejn\u011bn\u00ed v\u0161ech omezen\u00ed a rizik. Dokud se tak nestane, MAI-DxO z\u016fstane\u00a0<\/span>elegantn\u00ed demografickou skupinou s nebezpe\u010dn\u00fdm n\u00e1rokem na autoritu<\/span><\/strong>\u00a0\u2013 nic v\u00edc, nic m\u00ed\u0148.<\/span><\/p>\n

    \"\"<\/p>\n

     <\/p>\n","protected":false},"excerpt":{"rendered":"

    \u201eL\u00e9ka\u0159sk\u00e1 superinteligence\u201c od Microsoftu: Revoluce v diagnostice \u2013 nebo marketingov\u00e1 poh\u00e1dka? Kritick\u00e1 anal\u00fdza MAI\u2011DxO a…<\/p>\n","protected":false},"author":2,"featured_media":82742,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[677,2862,2194],"_links":{"self":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts\/82741"}],"collection":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/comments?post=82741"}],"version-history":[{"count":0,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts\/82741\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/media\/82742"}],"wp:attachment":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/media?parent=82741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/categories?post=82741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/tags?post=82741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}