{"id":15,"date":"2026-06-13T09:50:21","date_gmt":"2026-06-13T07:50:21","guid":{"rendered":"https:\/\/theengineeringreview.com\/cs\/2026\/06\/13\/umela-inteligence-v-chirurgii-vyvolava-velke-pravni-a-eticke-vyzvy\/"},"modified":"2026-06-13T09:53:06","modified_gmt":"2026-06-13T07:53:06","slug":"umela-inteligence-v-chirurgii-vyvolava-velke-pravni-a-eticke-vyzvy","status":"publish","type":"post","link":"https:\/\/theengineeringreview.com\/cs\/2026\/06\/13\/umela-inteligence-v-chirurgii-vyvolava-velke-pravni-a-eticke-vyzvy\/","title":{"rendered":"Um\u011bl\u00e1 inteligence v chirurgii vyvol\u00e1v\u00e1 velk\u00e9 pr\u00e1vn\u00ed a etick\u00e9 v\u00fdzvy"},"content":{"rendered":"

\"Um\u011bl\u00e1<\/p>\n

Um\u011bl\u00e1 inteligence v chirurgii vyvol\u00e1v\u00e1 velk\u00e9 pr\u00e1vn\u00ed a etick\u00e9 v\u00fdzvy<\/h1>\n

Um\u011bl\u00e1 inteligence postupn\u011b m\u011bn\u00ed chirurgii t\u00edm, \u017ee zlep\u0161uje pl\u00e1nov\u00e1n\u00ed operac\u00ed, poskytuje podporu v re\u00e1ln\u00e9m \u010dase a dokonce zvl\u00e1d\u00e1 n\u011bkter\u00e9 \u00fakoly samostatn\u011b. P\u0159esto jej\u00ed zav\u00e1d\u011bn\u00ed p\u0159in\u00e1\u0161\u00ed technologick\u00e1, lidsk\u00e1, pr\u00e1vn\u00ed a etick\u00e1 rizika, kter\u00e1 sou\u010dasn\u00e9 p\u0159edpisy st\u00e1le nedostate\u010dn\u011b pokr\u00fdvaj\u00ed.<\/p>\n

Syst\u00e9my um\u011bl\u00e9 inteligence v chirurgii mohou chybovat v diagnostice nebo l\u00e9\u010db\u011b, ohrozit informovan\u00fd souhlas pacient\u016f nebo poru\u0161it jejich soukrom\u00ed. Tato rizika pramen\u00ed ze t\u0159\u00ed hlavn\u00edch zdroj\u016f: omezen\u00ed samotn\u00e9ho n\u00e1stroje, lidsk\u00e9 chyby p\u0159i jeho pou\u017e\u00edv\u00e1n\u00ed a organiza\u010dn\u00ed selh\u00e1n\u00ed p\u0159i nasazov\u00e1n\u00ed. Nap\u0159\u00edklad \u0161patn\u011b vycvi\u010den\u00fd algoritmus m\u016f\u017ee zesilovat p\u0159edsudky p\u0159\u00edtomn\u00e9 v datech, co\u017e vede k nespravedliv\u00fdm doporu\u010den\u00edm pro n\u011bkter\u00e9 skupiny pacient\u016f. Stejn\u011b tak m\u016f\u017ee chirurg p\u0159\u00edli\u0161 d\u016fv\u011b\u0159ovat chybn\u00e9mu, ale v\u011brohodn\u00e9mu n\u00e1vrhu n\u00e1stroje, a opustit tak vlastn\u00ed klinick\u00e9 \u00fasudky.<\/p>\n

Sou\u010dasn\u00e9 pr\u00e1vn\u00ed r\u00e1mce, jako jsou ty v Evropsk\u00e9 unii nebo ve Spojen\u00fdch st\u00e1tech, se sna\u017e\u00ed tyto technologie regulovat t\u00edm, \u017ee syst\u00e9my klasifikuj\u00ed podle \u00farovn\u011b rizika. Po\u017eadavky se pak li\u0161\u00ed v oblasti testov\u00e1n\u00ed, spr\u00e1vy dat a kybernetick\u00e9 bezpe\u010dnosti. Tyto p\u0159edpisy v\u0161ak maj\u00ed probl\u00e9m dr\u017eet krok s inovacemi, zejm\u00e9na u model\u016f schopn\u00fdch se nep\u0159etr\u017eit\u011b u\u010dit a p\u0159izp\u016fsobovat. Ochrana dat pacient\u016f z\u016fst\u00e1v\u00e1 rovn\u011b\u017e kritick\u00fdm t\u00e9matem. V Evrop\u011b na\u0159izuje obecn\u00e9 na\u0159\u00edzen\u00ed o ochran\u011b osobn\u00edch \u00fadaj\u016f p\u0159\u00edsn\u00e1 pravidla pro pou\u017e\u00edv\u00e1n\u00ed l\u00e9ka\u0159sk\u00fdch informac\u00ed, zat\u00edmco ve Spojen\u00fdch st\u00e1tech mezery v sou\u010dasn\u00fdch z\u00e1konech vystavuj\u00ed pacienty riziku op\u011btovn\u00e9 identifikace jejich dat, i kdy\u017e jsou anonymizov\u00e1na.<\/p>\n

Informovan\u00fd souhlas se st\u00e1v\u00e1 slo\u017eit\u011bj\u0161\u00edm s zav\u00e1d\u011bn\u00edm um\u011bl\u00e9 inteligence. Pacienti, kte\u0159\u00ed \u010dasto nejsou s t\u011bmito technologiemi p\u0159\u00edli\u0161 obezn\u00e1meni, mohou m\u00edt nerealistick\u00e1 o\u010dek\u00e1v\u00e1n\u00ed nebo naopak neopodstatn\u011bn\u00e9 obavy. Chirurgov\u00e9 proto mus\u00ed jasn\u011b vysv\u011btlit roli n\u00e1stroje: jedn\u00e1 se o pomoc p\u0159i diagnostice, pr\u016fvodce navigac\u00ed nebo aktivn\u00edho asistenta b\u011bhem operace? Mus\u00ed tak\u00e9 popsat existuj\u00edc\u00ed z\u00e1ruky, jako je jejich schopnost ov\u011b\u0159it a vyvr\u00e1tit doporu\u010den\u00ed n\u00e1stroje. Chirurgov\u00e9 nav\u00edc mus\u00ed pacienty informovat o sv\u00e9 vlastn\u00ed p\u0159\u00edprav\u011b a zku\u0161enostech s t\u011bmito syst\u00e9my.<\/p>\n

Ot\u00e1zka odpov\u011bdnosti v p\u0159\u00edpad\u011b l\u00e9ka\u0159sk\u00e9 chyby se s pou\u017e\u00edv\u00e1n\u00edm um\u011bl\u00e9 inteligence komplikuje. Tradi\u010dn\u011b nese chirurg plnou odpov\u011bdnost za rozhodnut\u00ed u\u010din\u011bn\u00e1 v opera\u010dn\u00edm s\u00e1le. Ale pokud syst\u00e9m navrhne chybn\u00e9 doporu\u010den\u00ed, kter\u00e9 zp\u016fsob\u00ed \u0161kodu, kdo je odpov\u011bdn\u00fd? Chirurg, kter\u00fd jej n\u00e1sledoval, v\u00fdvoj\u00e1\u0159 za chybu v n\u00e1vrhu, nebo za\u0159\u00edzen\u00ed za nedbal\u00e9 nasazen\u00ed? Soudy by mohly pova\u017eovat v\u00fdrobce za odpov\u011bdn\u00e9, pokud vadn\u00fd nebo nedostate\u010dn\u011b otestovan\u00fd algoritmus vedl k chyb\u011b. Nemocnice by zase mohly b\u00fdt shled\u00e1ny nedbal\u00fdmi, pokud pou\u017e\u00edvaj\u00ed neov\u011b\u0159en\u00fd nebo \u0161patn\u011b udr\u017eovan\u00fd syst\u00e9m. Chirurg v\u0161ak z\u016fst\u00e1v\u00e1 povinen dodr\u017eovat standardy p\u00e9\u010de a nem\u016f\u017ee se zbavit sv\u00e9 odpov\u011bdnosti t\u00edm, \u017ee obvin\u00ed n\u00e1stroj.<\/p>\n

Rizika se neomezuj\u00ed pouze na l\u00e9ka\u0159sk\u00e9 chyby. \u0160patn\u00e9 pou\u017e\u00edv\u00e1n\u00ed um\u011bl\u00e9 inteligence m\u016f\u017ee tak\u00e9 oslabit d\u016fv\u011bru mezi pacientem a chirurgem. Pokud pacient vn\u00edm\u00e1, \u017ee rozhodnut\u00ed \u010din\u00ed algoritmus sp\u00ed\u0161e ne\u017e jeho l\u00e9ka\u0159, m\u016f\u017ee b\u00fdt vztah d\u016fv\u011bry oslabov\u00e1n. Nav\u00edc absence transparentnosti nebo chyba n\u00e1stroje m\u016f\u017ee tento vztah d\u016fv\u011bry trvale po\u0161kodit, a to jak v\u016f\u010di klinikovi, tak v\u016f\u010di cel\u00e9mu zdravotnick\u00e9mu syst\u00e9mu.<\/p>\n

K zm\u00edrn\u011bn\u00ed t\u011bchto rizik je nezbytn\u00e9 robustn\u00ed \u0159\u00edzen\u00ed. Zdravotnick\u00e1 za\u0159\u00edzen\u00ed mus\u00ed z\u0159\u00eddit specializovan\u00e9 v\u00fdbory, kter\u00e9 budou syst\u00e9my um\u011bl\u00e9 inteligence posuzovat p\u0159ed jejich p\u0159ijet\u00edm. Tyto v\u00fdbory mus\u00ed zajistit, aby v\u00fdvoj\u00e1\u0159i poskytovali \u00fapln\u00e9 u\u017eivatelsk\u00e9 p\u0159\u00edru\u010dky, \u0161kolen\u00ed a bezpe\u010dnostn\u00ed pokyny. Je tak\u00e9 nutn\u00e9 pr\u016fb\u011b\u017en\u011b sledovat v\u00fdkonnost, aby se odhalilo jak\u00e9koliv zhor\u0161en\u00ed nebo odch\u00fdlen\u00ed modelu. Odborn\u00e9 spole\u010dnosti a l\u00e9ka\u0159sk\u00e9 instituce maj\u00ed rovn\u011b\u017e roli v stanovov\u00e1n\u00ed norem pro \u0161kolen\u00ed a certifikaci chirurg\u016f pou\u017e\u00edvaj\u00edc\u00edch tyto n\u00e1stroje.<\/p>\n

Nakonec je nezbytn\u00e1 spolupr\u00e1ce mezi nemocnicemi, v\u00fdvoj\u00e1\u0159i a regula\u010dn\u00edmi org\u00e1ny, aby se sjednocily postupy a zajistilo bezpe\u010dn\u00e9 a etick\u00e9 pou\u017e\u00edv\u00e1n\u00ed um\u011bl\u00e9 inteligence v chirurgii. Bez toho by technologick\u00fd pokrok mohl prob\u00edhat na \u00fakor bezpe\u010dnosti pacient\u016f a kvality p\u00e9\u010de.<\/p>\n

Um\u011bl\u00e1 inteligence v chirurgii vyvol\u00e1v\u00e1 velk\u00e9 pr\u00e1vn\u00ed a etick\u00e9 v\u00fdzvy<\/h1>\n

Um\u011bl\u00e1 inteligence postupn\u011b m\u011bn\u00ed chirurgii t\u00edm, \u017ee zlep\u0161uje pl\u00e1nov\u00e1n\u00ed operac\u00ed, poskytuje podporu v re\u00e1ln\u00e9m \u010dase a dokonce zvl\u00e1d\u00e1 n\u011bkter\u00e9 \u00fakoly samostatn\u011b. P\u0159esto jej\u00ed zav\u00e1d\u011bn\u00ed p\u0159in\u00e1\u0161\u00ed technologick\u00e1, lidsk\u00e1, pr\u00e1vn\u00ed a etick\u00e1 rizika, kter\u00e1 sou\u010dasn\u00e9 p\u0159edpisy st\u00e1le nedostate\u010dn\u011b pokr\u00fdvaj\u00ed.<\/p>\n

Syst\u00e9my um\u011bl\u00e9 inteligence v chirurgii mohou chybovat v diagnostice nebo l\u00e9\u010db\u011b, ohrozit informovan\u00fd souhlas pacient\u016f nebo poru\u0161it jejich soukrom\u00ed. Tato rizika pramen\u00ed ze t\u0159\u00ed hlavn\u00edch zdroj\u016f: omezen\u00ed samotn\u00e9ho n\u00e1stroje, lidsk\u00e9 chyby p\u0159i jeho pou\u017e\u00edv\u00e1n\u00ed a organiza\u010dn\u00ed selh\u00e1n\u00ed p\u0159i nasazov\u00e1n\u00ed. Nap\u0159\u00edklad \u0161patn\u011b vycvi\u010den\u00fd algoritmus m\u016f\u017ee zesilovat p\u0159edsudky p\u0159\u00edtomn\u00e9 v datech, co\u017e vede k nespravedliv\u00fdm doporu\u010den\u00edm pro n\u011bkter\u00e9 skupiny pacient\u016f. Stejn\u011b tak m\u016f\u017ee chirurg p\u0159\u00edli\u0161 d\u016fv\u011b\u0159ovat chybn\u00e9mu, ale v\u011brohodn\u00e9mu n\u00e1vrhu n\u00e1stroje, a opustit tak vlastn\u00ed klinick\u00e9 \u00fasudky.<\/p>\n

Sou\u010dasn\u00e9 pr\u00e1vn\u00ed r\u00e1mce, jako jsou ty v Evropsk\u00e9 unii nebo ve Spojen\u00fdch st\u00e1tech, se sna\u017e\u00ed tyto technologie regulovat t\u00edm, \u017ee syst\u00e9my klasifikuj\u00ed podle \u00farovn\u011b rizika. Po\u017eadavky se pak li\u0161\u00ed v oblasti testov\u00e1n\u00ed, spr\u00e1vy dat a kybernetick\u00e9 bezpe\u010dnosti. Tyto p\u0159edpisy v\u0161ak maj\u00ed probl\u00e9m dr\u017eet krok s inovacemi, zejm\u00e9na u model\u016f schopn\u00fdch se nep\u0159etr\u017eit\u011b u\u010dit a p\u0159izp\u016fsobovat. Ochrana dat pacient\u016f z\u016fst\u00e1v\u00e1 rovn\u011b\u017e kritick\u00fdm t\u00e9matem. V Evrop\u011b na\u0159izuje obecn\u00e9 na\u0159\u00edzen\u00ed o ochran\u011b osobn\u00edch \u00fadaj\u016f p\u0159\u00edsn\u00e1 pravidla pro pou\u017e\u00edv\u00e1n\u00ed l\u00e9ka\u0159sk\u00fdch informac\u00ed, zat\u00edmco ve Spojen\u00fdch st\u00e1tech mezery v sou\u010dasn\u00fdch z\u00e1konech vystavuj\u00ed pacienty riziku op\u011btovn\u00e9 identifikace jejich dat, i kdy\u017e jsou anonymizov\u00e1na.<\/p>\n

Informovan\u00fd souhlas se st\u00e1v\u00e1 slo\u017eit\u011bj\u0161\u00edm s zav\u00e1d\u011bn\u00edm um\u011bl\u00e9 inteligence. Pacienti, kte\u0159\u00ed \u010dasto nejsou s t\u011bmito technologiemi p\u0159\u00edli\u0161 obezn\u00e1meni, mohou m\u00edt nerealistick\u00e1 o\u010dek\u00e1v\u00e1n\u00ed nebo naopak neopodstatn\u011bn\u00e9 obavy. Chirurgov\u00e9 proto mus\u00ed jasn\u011b vysv\u011btlit roli n\u00e1stroje: jedn\u00e1 se o pomoc p\u0159i diagnostice, pr\u016fvodce navigac\u00ed nebo aktivn\u00edho asistenta b\u011bhem operace? Mus\u00ed tak\u00e9 popsat existuj\u00edc\u00ed z\u00e1ruky, jako je jejich schopnost ov\u011b\u0159it a vyvr\u00e1tit doporu\u010den\u00ed n\u00e1stroje. Chirurgov\u00e9 nav\u00edc mus\u00ed pacienty informovat o sv\u00e9 vlastn\u00ed p\u0159\u00edprav\u011b a zku\u0161enostech s t\u011bmito syst\u00e9my.<\/p>\n

Ot\u00e1zka odpov\u011bdnosti v p\u0159\u00edpad\u011b l\u00e9ka\u0159sk\u00e9 chyby se s pou\u017e\u00edv\u00e1n\u00edm um\u011bl\u00e9 inteligence komplikuje. Tradi\u010dn\u011b nese chirurg plnou odpov\u011bdnost za rozhodnut\u00ed u\u010din\u011bn\u00e1 v opera\u010dn\u00edm s\u00e1le. Ale pokud syst\u00e9m navrhne chybn\u00e9 doporu\u010den\u00ed, kter\u00e9 zp\u016fsob\u00ed \u0161kodu, kdo je odpov\u011bdn\u00fd? Chirurg, kter\u00fd jej n\u00e1sledoval, v\u00fdvoj\u00e1\u0159 za chybu v n\u00e1vrhu, nebo za\u0159\u00edzen\u00ed za nedbal\u00e9 nasazen\u00ed? Soudy by mohly pova\u017eovat v\u00fdrobce za odpov\u011bdn\u00e9, pokud vadn\u00fd nebo nedostate\u010dn\u011b otestovan\u00fd algoritmus vedl k chyb\u011b. Nemocnice by zase mohly b\u00fdt shled\u00e1ny nedbal\u00fdmi, pokud pou\u017e\u00edvaj\u00ed neov\u011b\u0159en\u00fd nebo \u0161patn\u011b udr\u017eovan\u00fd syst\u00e9m. Chirurg v\u0161ak z\u016fst\u00e1v\u00e1 povinen dodr\u017eovat standardy p\u00e9\u010de a nem\u016f\u017ee se zbavit sv\u00e9 odpov\u011bdnosti t\u00edm, \u017ee obvin\u00ed n\u00e1stroj.<\/p>\n

Rizika se neomezuj\u00ed pouze na l\u00e9ka\u0159sk\u00e9 chyby. \u0160patn\u00e9 pou\u017e\u00edv\u00e1n\u00ed um\u011bl\u00e9 inteligence m\u016f\u017ee tak\u00e9 oslabit d\u016fv\u011bru mezi pacientem a chirurgem. Pokud pacient vn\u00edm\u00e1, \u017ee rozhodnut\u00ed \u010din\u00ed algoritmus sp\u00ed\u0161e ne\u017e jeho l\u00e9ka\u0159, m\u016f\u017ee b\u00fdt vztah d\u016fv\u011bry oslabov\u00e1n. Nav\u00edc absence transparentnosti nebo chyba n\u00e1stroje m\u016f\u017ee tento vztah d\u016fv\u011bry trvale po\u0161kodit, a to jak v\u016f\u010di klinikovi, tak v\u016f\u010di cel\u00e9mu zdravotnick\u00e9mu syst\u00e9mu.<\/p>\n

K zm\u00edrn\u011bn\u00ed t\u011bchto rizik je nezbytn\u00e9 robustn\u00ed \u0159\u00edzen\u00ed. Zdravotnick\u00e1 za\u0159\u00edzen\u00ed mus\u00ed z\u0159\u00eddit specializovan\u00e9 v\u00fdbory, kter\u00e9 budou syst\u00e9my um\u011bl\u00e9 inteligence posuzovat p\u0159ed jejich p\u0159ijet\u00edm. Tyto v\u00fdbory mus\u00ed zajistit, aby v\u00fdvoj\u00e1\u0159i poskytovali \u00fapln\u00e9 u\u017eivatelsk\u00e9 p\u0159\u00edru\u010dky, \u0161kolen\u00ed a bezpe\u010dnostn\u00ed pokyny. Je tak\u00e9 nutn\u00e9 pr\u016fb\u011b\u017en\u011b sledovat v\u00fdkonnost, aby se odhalilo jak\u00e9koliv zhor\u0161en\u00ed nebo odch\u00fdlen\u00ed modelu. Odborn\u00e9 spole\u010dnosti a l\u00e9ka\u0159sk\u00e9 instituce maj\u00ed rovn\u011b\u017e roli v stanovov\u00e1n\u00ed norem pro \u0161kolen\u00ed a certifikaci chirurg\u016f pou\u017e\u00edvaj\u00edc\u00edch tyto n\u00e1stroje.<\/p>\n

Nakonec je nezbytn\u00e1 spolupr\u00e1ce mezi nemocnicemi, v\u00fdvoj\u00e1\u0159i a regula\u010dn\u00edmi org\u00e1ny, aby se sjednocily postupy a zajistilo bezpe\u010dn\u00e9 a etick\u00e9 pou\u017e\u00edv\u00e1n\u00ed um\u011bl\u00e9 inteligence v chirurgii. Bez toho by technologick\u00fd pokrok mohl prob\u00edhat na \u00fakor bezpe\u010dnosti pacient\u016f a kvality p\u00e9\u010de.<\/p>\n

\n

R\u00e9f\u00e9rences des contenus<\/h2>\n

R\u00e9f\u00e9rence officielle<\/h3>\n

DOI\u00a0:<\/strong> https:\/\/doi.org\/10.1007\/s00464-026-12881-8<\/a><\/p>\n

Titre\u00a0:<\/strong> Risk and liability in the deployment of AI systems for surgery: a SAGES white paper<\/p>\n

Revue : <\/strong> Surgical Endoscopy<\/p>\n

\u00c9diteur : <\/strong> Springer Science and Business Media LLC<\/p>\n

Auteurs : <\/strong> Daniel A. Hashimoto; Jayson S. Marwaha; Sharon A. Lee; Steven Schwaitzberg; Mindy N. Duffourc<\/p>\n","protected":false},"excerpt":{"rendered":"

Um\u011bl\u00e1 inteligence v chirurgii vyvol\u00e1v\u00e1 velk\u00e9 pr\u00e1vn\u00ed a etick\u00e9 v\u00fdzvy Um\u011bl\u00e1 inteligence postupn\u011b m\u011bn\u00ed chirurgii t\u00edm, \u017ee zlep\u0161uje pl\u00e1nov\u00e1n\u00ed operac\u00ed, poskytuje podporu v re\u00e1ln\u00e9m \u010dase a dokonce zvl\u00e1d\u00e1 n\u011bkter\u00e9 \u00fakoly samostatn\u011b. P\u0159esto jej\u00ed zav\u00e1d\u011bn\u00ed p\u0159in\u00e1\u0161\u00ed technologick\u00e1, lidsk\u00e1, pr\u00e1vn\u00ed a etick\u00e1 rizika, kter\u00e1 sou\u010dasn\u00e9 p\u0159edpisy st\u00e1le nedostate\u010dn\u011b pokr\u00fdvaj\u00ed. Syst\u00e9my um\u011bl\u00e9 inteligence v chirurgii mohou chybovat v… Pokra\u010dovat ve\u00a0\u010dten\u00ed Um\u011bl\u00e1 inteligence v chirurgii vyvol\u00e1v\u00e1 velk\u00e9 pr\u00e1vn\u00ed a etick\u00e9 v\u00fdzvy<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,2,3],"tags":[],"class_list":["post-15","post","type-post","status-publish","format-standard","hentry","category-politika","category-veda-a-technologie","category-zdravi","entry"],"_links":{"self":[{"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/posts\/15","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/comments?post=15"}],"version-history":[{"count":1,"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/posts\/15\/revisions"}],"predecessor-version":[{"id":16,"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/posts\/15\/revisions\/16"}],"wp:attachment":[{"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/media?parent=15"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/categories?post=15"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/theengineeringreview.com\/cs\/wp-json\/wp\/v2\/tags?post=15"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}