{"id":2409,"date":"2021-06-23T11:29:00","date_gmt":"2021-06-23T08:29:00","guid":{"rendered":"https:\/\/play-solutions.ro\/?p=2409"},"modified":"2021-07-23T19:10:26","modified_gmt":"2021-07-23T16:10:26","slug":"solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite","status":"publish","type":"post","link":"https:\/\/play-solutions.ro\/en_en\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/","title":{"rendered":"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului"},"content":{"rendered":"<p>C\u00e2nd auzim termenul \u201einteligen\u021b\u0103 artificial\u0103\u201d (AI), g\u00e2ndul ne fuge automat la robo\u021bi care preiau sarcinile oamenilor. Dar solu\u021biile software care \u00eencorporeaz\u0103 aceast\u0103 tehnologie au \u00eentrebuin\u021b\u0103ri at\u00e2t de variate \u0219i vaste \u00eenc\u00e2t pare c\u0103 nu exist\u0103 limite.<\/p>\n\n\n\n<p>Unul dintre domeniile \u00een care pot fi folosite tehnologiile care au la baz\u0103 inteligen\u021b\u0103 artificial\u0103 este protec\u021bia mediului. Solu\u021biile care \u00eencorporeaz\u0103 inteligen\u021b\u0103 artificial\u0103 contribuie la utilizarea mai inteligent\u0103 a energiei la domiciliu, conservarea solului, explorarea \u0219i protejarea oceanelor sau detectarea polu\u0103rii oceanelor.<\/p>\n\n\n\n<p>Aceste lucruri sunt posibile deoarece solu\u021biile de inteligen\u021b\u0103 artificial\u0103 pot analiza volume enorme de date din evenimente din trecut \u0219i pot face predic\u021bii exacte despre cele viitoare.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Case inteligente<\/strong><\/h3>\n\n\n\n<p>Unul dintre domeniile \u00een care inteligen\u021ba artificial\u0103 este din ce \u00een ce mai folosit\u0103 este crearea de case inteligente, inclusiv din punct de vedere energetic. Internetul obiectelor \u0219i \u201edispozitivele inteligente\u201d actuale permit proprietarilor de case s\u0103 \u00ee\u0219i controleze consumul de energie. Acest lucru \u00eenseamn\u0103 facturi mai mici. Termostatele inteligente pot regla set\u0103rile de temperatur\u0103 pentru anumite camere dintr-o cas\u0103. Stropitoarele inteligente de ap\u0103 pot schimba consumul de ap\u0103 pe baza previziunilor meteo.<\/p>\n\n\n\n<p>Puterea de automatizare, conexiune \u0219i predic\u021bie \u00eencorporat\u0103 \u00een aceste dispozitive inteligente le permite proprietarilor de case s\u0103 \u00ee\u0219i reduc\u0103 amprenta de carbon. Astfel, casele dotate cu inteligen\u021b\u0103 artificial\u0103 contribuie la protejarea mediului.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Facturi mai mici la energie<\/h3>\n\n\n\n<p>Utilizarea inteligent\u0103 a energiei nu \u00eenseamn\u0103 doar conservarea, ci \u0219i cel mai bun moment pentru utilizarea energiei. Acest aspect nu este deloc de neglijat, mai ales dac\u0103 ne g\u00e2ndim c\u0103 pia\u021ba local\u0103 de energie s-a liberalizat. Exper\u021bii se a\u0219teapt\u0103 ca \u00eentr-un interval nu tocmai mare s\u0103 pl\u0103tim pre\u021buri determinate \u0219i de nivelul de consum per ansamblu.<\/p>\n\n\n\n<p>S\u0103 facem un mic exerci\u021biu.&nbsp; <a href=\"https:\/\/cooperativadeenergie.ro\/blog\/\" target=\"_blank\" rel=\"noreferrer noopener\">Produc\u0103torii de energie<\/a> se orienteaz\u0103 c\u0103tre surse regenerabile, cum sunt energia solar\u0103 sau eolian\u0103. \u00cen cazul energiei solare, produc\u021bia se realizeaz\u0103 \u00een perioada diurn\u0103.<\/p>\n\n\n\n<p>\u00cens\u0103, cel mai mare consum se realizeaz\u0103 seara, c\u00e2nd oamenii ajung acas\u0103. Acest fapt determin\u0103 \u0219i costuri mai mari la energie. Dispozitivele cu inteligen\u021b\u0103 artificial\u0103 pot automatiza consumul de energie pentru ore cu cerere redus\u0103 \u0219i produc\u021bie ridicat\u0103. Astfel, costurile pentru consumator scad.<\/p>\n\n\n\n<p>Prin urmare, tehnologia inteligent\u0103 promoveaz\u0103 energia regenerabil\u0103 \u0219i reduce facturile la energie.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI identific\u0103 sursele de poluare a aerului<\/strong><\/h3>\n\n\n\n<p>Tot mai des sim\u021bim c\u0103 aerul nu e respirabil. C\u0103 ne sufoc\u0103m, de\u0219i nu vedem fum \u00een jurul nostru. Iat\u0103 de ce inteligen\u021ba artificial\u0103 devine un instrument nepre\u021buit pentru urm\u0103rirea calit\u0103\u021bii aerului \u0219i identificarea surselor de poluare.<\/p>\n\n\n\n<p>\u00cen timpul emisiilor accidentale, administra\u021biile publice trebuie s\u0103 \u0219tie exact unde s-a produs poluarea \u0219i ce substan\u021be ne sufoc\u0103. \u00cen multe ora\u0219e europene func\u021bioneaz\u0103 re\u021bele de senzori care identific\u0103 nivelul de poluare \u0219i substan\u021bele emise. Sunt generate h\u0103r\u021bi precise care ajut\u0103 autorit\u0103\u021bile s\u0103 intervin\u0103 rapid.<\/p>\n\n\n\n<p>La fel, \u00een cazul \u00een care traficul rutier este foarte agrlomerat, sisteme de control al traficului care \u00eencorporeaz\u0103 inteligen\u021b\u0103 artificial\u0103 ajut\u0103 la dirijarea automobilelor c\u0103tre str\u0103zi mai pu\u021bin aglomerate. Algoritmi, senzori \u0219i semafoare complexe direc\u021bioneaz\u0103 fluxul de trafic \u00een unele ora\u0219e. Aceste sisteme reduc \u00een prezent timpul de deplasare cu 25%, fr\u00e2narea cu 30% \u0219i timpul de ralanti cu 40%.<\/p>\n\n\n\n<p>\u00cen plus, solu\u021biile de acest tip permit \u0219i prezicerea ratelor de mortalitate \u0219i estimarea costurilor financiare \u00een cazul producerii unor accidente. Toate aceste aspecte ofer\u0103 factorilor de decizie o imagine mai precis\u0103 a polu\u0103rii aerului \u0219i contribuie la identificarea unor solu\u021bii viabile.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI gestioneaz\u0103 ma\u0219inile cu conducere automat\u0103<\/strong><\/h3>\n\n\n\n<p>P\u00e2n\u0103 nu demult, ma\u0219inile care se conduc singure p\u0103reau c\u0103 fac parte doar din decorul unui film SF. Ast\u0103zi, inteligen\u021ba artificial\u0103 gestioneaz\u0103 ma\u0219inile cu conducere automat\u0103 pentru a face mai eficient\u0103 deplasarea de la punctul A la B. Automobilele cu conducere autonom\u0103 pot reduce consumul de carburan\u021bi \u0219i emisiile de gaze cu efect de ser\u0103 cu 2% p\u00e2n\u0103 la 4% anual.<\/p>\n\n\n\n<p>Mai mult dec\u00e2t at\u00e2t, firmele de transport pot utiliza camioane conduse de inteligen\u021b\u0103 artificial\u0103 pentru a face livr\u0103ri pe timp de noapte. Acest lucru va cre\u0219te rapiditatea livr\u0103rilor \u0219i va reduce costurile. \u00cen plus, traficul este liber noaptea, a\u0219a c\u0103 nimeni nu va fi blocat pe vreo arter\u0103.<\/p>\n\n\n\n<p>Inteligen\u021ba artificial\u0103 a revolu\u021bionat industriile. Auzim mereu de ma\u0219ini cu conducere automat\u0103 \u0219i software de recunoa\u0219tere facial. Dar aceast\u0103 tehnologie are un impactul enorm asupra sectoarelor de gestionare \u0219i reciclare a de\u0219eurilor.<\/p>\n\n\n\n<p>\u0218tim c\u0103 la noi colectarea selectiv\u0103 \u0219i reciclarea cam bat pasul pe loc. Gropile de gunoi cresc precum F\u0103t-Frumos la marginile ora\u0219elor, otr\u0103vind aerul, apa \u0219i solul.<\/p>\n\n\n\n<p>Cum ar fi dac\u0103 aceste gropi de gunoi ar deveni centre de colectare selectiv\u0103 \u0219i reciclare? Dac\u0103 \u00een locul mun\u021bilor de gunoaie ar fi benzi pe care robo\u021bi s\u0103 a\u0219eze bunurile aruncate \u00een func\u021bie de materialul din care sunt f\u0103cute? Apoi al\u021bi robo\u021bi pot compacta \u0219i trimite acele produse c\u0103tre unit\u0103\u021bile de reciclare.<\/p>\n\n\n\n<p>C\u00e2nd vine vorba de rolul inteligen\u021bei artificiale \u00een sortarea automat\u0103, o statistic\u0103 ne spune tot ce trebuie s\u0103 \u0219tim: angaja\u021bii sorteaz\u0103 \u00eentre 30 \u0219i 40 de materiale reciclabile pe minut, \u00een timp ce ma\u0219inile alimentate cu inteligen\u021b\u0103 artificial\u0103 pot gestiona p\u00e2n\u0103 la 160 materiale reciclabile pe minut. Mai mult, ma\u0219inile pot func\u021biona 24 de ore pe zi, \u00een fiecare zi. Iar \u00een ritmul \u00een omenirea produce gunoaie, este nevoie de angaja\u021bi care s\u0103 nu aib\u0103 nevoie de pauze.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Co\u0219uri de gunoi inteligente<\/strong><\/h3>\n\n\n\n<p>\u00cens\u0103 putem evita ca un produs reciclabil s\u0103 ajung\u0103 la groapa de gunoi. Exist\u0103 deja co\u0219uri de gunoi inteligente. Companiile de gestionare a de\u0219eurilor profit\u0103 de senzorii Internet of Things (IoT) pentru a monitoriza c\u00e2t de pline sunt recipientele pentru gunoi \u00een \u00eentreg ora\u0219ul. Acest lucru permite municipalit\u0103\u021bilor s\u0103 optimizeze rutele, orele \u0219i frecven\u021bele de colectare a de\u0219eurilor. Astfel, dac\u0103 pubela pentru colectarea plasticului este plin\u0103, administratorii sistemului sunt alerta\u021bi \u0219i pot trimite o echip\u0103 pentru evacuarea de\u0219eurilor.<\/p>\n\n\n\n<p>Aceast\u0103 optimizare are multiple avantaje. O pubel\u0103 plin\u0103 \u00eei va face pe locuitori s\u0103 lase gunoiul pe trotuar. \u00cens\u0103 ridicarea la timp a gunoiului men\u021bine ora\u0219ul curat.<\/p>\n\n\n\n<p>Un alt avantaj este c\u0103 se fac reduceri legate de timp, costul for\u021bei de munc\u0103 \u0219i consumul de carburant.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Smart farming<\/strong><\/h3>\n\n\n\n<p>S\u0103 lu\u0103m un exemplu simplu, care ne este familiar. Un fermier dore\u0219te s\u0103 ob\u021bin\u0103 legume mari, frumos colorat, care s\u0103 atrag\u0103 clien\u021bii. Desigur, \u00ee\u0219i dore\u0219te ca aceste legume s\u0103 nu fie atacate de d\u0103un\u0103tori sau boli. R\u0103spunsul la aceste probleme pare s\u0103 fie utilizarea \u00eengr\u0103\u0219\u0103mintelor \u0219i a pesticidelor, erbicidelor \u0219i a altor produse fitosanitare.<\/p>\n\n\n\n<p>\u00cen multe cazuri, din p\u0103cate, se face abuz de aceste produse. Acest lucru duce la otr\u0103virea legumelor \u0219i a fructelor, precum \u0219i a apei, a solului \u0219i a aerului. Au de suferit at\u00e2t insectele, c\u00e2t \u0219i p\u0103s\u0103rile \u0219i animale care tr\u0103iesc \u00een acel areal. Desigur, \u0219i oamenii au de suferit consum\u00e2nd fructe \u0219i legume tratate \u00een exces.<\/p>\n\n\n\n<p>Care ar fi solu\u021bia pentru utilizarea responsabil\u0103 a produselor fitosanitare? Ei bine, inteligen\u021ba artificial\u0103! Ast\u0103zi numeroase companii au dezvoltat <a href=\"https:\/\/www.stiriagricole.ro\/smart-farming-inteligenta-artificiala-intra-in-ferma-58342.html\" target=\"_blank\" rel=\"noreferrer noopener\">sisteme de senzori <\/a>care m\u0103soar\u0103 umiditatea din sol pentru a determina dac\u0103 irigarea este necesar\u0103 la un moment dat, pentru a cre\u0219te productivitatea.<\/p>\n\n\n\n<p>Utilizarea responsabil\u0103 a apei elimin\u0103 pierderile. Acest lucru este important deoarece apa este singura resurs\u0103 neregenerabil\u0103. \u00cen plus, doar 3% din cantitatea de ap\u0103 disponibil\u0103 pe planet\u0103 este potabil\u0103.<\/p>\n\n\n\n<p>Pe l\u00e2ng\u0103 aceasta, pot fi \u00eencorpora\u021bi senzori \u00een drone dotate cu camere. Cu ajutorul inteligen\u021bei artificiale, fermierul poate afla cu precizie c\u00e2nd legumele \u0219i fructele sale sunt \u00een perioada optim\u0103 de a fi recoltate.<\/p>\n\n\n\n<p>De asemenea, dronele dotate cu senzori colecteaz\u0103 informa\u021bii de pe teren. Folosind sisteme de business intelligence, aceste date sunt structurate \u0219i analizate. Astfel, se poate determina gradul de infestare cu d\u0103un\u0103tori al unui teren. Aceasta permite efectuarea de tratamente fitosanitare doar atunci c\u00e2nd este cazul.<\/p>\n\n\n\n<p>\u00cen Statele Unite, datele colectate de senzorii administra\u021biei de meteorologie au fost \u00eenc\u0103rcate \u00een <strong><a href=\"https:\/\/play-solutions.ro\/en_en\/servicii\/servicii-cloud\/\" target=\"_blank\" rel=\"noreferrer noopener\">cloud<\/a><\/strong>. Companiile le folosesc succes pentru a determina perioada optim\u0103 de sem\u0103nat pentru diferite tipuri de culturi, de irigare sau ce tipuri de culturi se preteaz\u0103 cel mai bine \u00een anumite zone.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Eroziunea solului<\/strong><\/h3>\n\n\n\n<p>Degradarea solului este o problem\u0103 adesea trecut\u0103 cu vederea \u00een mass-media. Dar ne prive\u0219te pe to\u021bi. &nbsp;\u00cen lipsa unui sol fertil, nu vom mai avea unde produce fructe, legume sau cereale.<\/p>\n\n\n\n<p>Este nevoie de un mileniu pentru a genera doar trei centimetri de sol vegetal, iar degradarea solului are loc \u00eentr-un ritm mult mai rapid. Substan\u021bele chimice, defri\u0219\u0103rile, eroziunea \u0219i \u00eenc\u0103lzirea global\u0103 contribuie major la degradarea solului. \u0218i dac\u0103 rata actual\u0103 de degradare continu\u0103, terenurile cultivabile ale planetei ar putea disp\u0103rea \u00een 60 de ani, potrivit Organiza\u021biei Na\u021biunilor Unite.<\/p>\n\n\n\n<p>Utilizarea inteligen\u021bei artificiale \u00een agricultur\u0103 nu doar contribuie la cre\u0219terea profitului fermierilor, dar \u0219i la protejarea mediului prin buna gestionare a resurselor \u0219i reducerea consumului de substan\u021be chimice.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Explorarea oceanelor<\/strong> cu tehnologii cu inteligen\u021b\u0103 artificial\u0103 <\/h3>\n\n\n\n<p>Cercet\u0103torii ne spun c\u0103 via\u021ba de Terra a ap\u0103rut \u00een ad\u00e2ncul oceanelor. De\u0219i omenirea a reu\u0219it s\u0103 produc\u0103 oxigen pe Marte, abisurile oceanelor nu au fost \u00eenc\u0103 explorate. Mul\u021bi exper\u021bi sus\u021bin c\u0103 acestea pot constitui surse importante de hran\u0103 \u00een viitor.<\/p>\n\n\n\n<p>Oceanele sunt cei mai buni indicatori ai s\u0103n\u0103t\u0103\u021bii P\u0103m\u00e2ntului. De aceea, oamenii de \u0219tiin\u021b\u0103 urm\u0103resc \u0219i testeaz\u0103 s\u0103n\u0103tatea oceanelor. <\/p>\n\n\n\n<p>Pungile sau paharele din plastic care ajung \u00een m\u0103ri \u0219i oceane se rup \u00een micro buc\u0103\u021bi. Noi nu le vedem, dar animalele marine ajung s\u0103 le \u00eenghit\u0103 \u0219i mor. Aceste microplastice sufoc\u0103 m\u0103rile \u0219i oceanele. Microplasticile, nivelurile crescute de CO2 \u0219i acidificarea oceanelor schimb\u0103 suprafa\u021ba planetei. Cheia protej\u0103rii oceanelor este explorarea \u0219i monitorizarea acestora pentru a identifica rapid schimb\u0103rile.<\/p>\n\n\n\n<p>Deja vedem vehicule maritime autonome dotate cu tehnologii cu inteligen\u021b\u0103 artificial\u0103 &nbsp;care coboar\u0103 p\u00e2n\u0103 la cele mai mari ad\u00e2ncimi. Unele companii dezvolt\u0103 sisteme autonome de colectare a gunoiului care ar ajuta la \u00eendep\u0103rtarea materialelor plastice \u0219i a resturilor plutitoare.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Blockchain anti braconaj<\/strong><\/h3>\n\n\n\n<p>Cel mai adesea termenul blockchain ne duce cu g\u00e2ndul la criptomonede precum Bitcoin. Iat\u0103 c\u0103 aceast\u0103 tehnologie emergent\u0103 ajut\u0103 la urm\u0103rirea pescuitului \u0219i la identificarea cazurilor de braconaj.<\/p>\n\n\n\n<p>Tehnologia blockchain poate \u00eenregistra fiecare pe\u0219te (de exemplu, ton) cu un cod scanabil \u00eenc\u0103rcat \u00een registrul. Prin urmare, comercian\u021bii cu am\u0103nuntul, clien\u021bii \u0219i autorit\u0103\u021bile de reglementare pot confirma c\u0103 pe\u0219tele este capturat legal.<\/p>\n\n\n\n<p>\u00cen industria pescuitului se \u00eenv\u00e2rt sume colosale. Un magnat japonez de sushi a pl\u0103tit 3,1 milioane de dolari \u00een ianuarie 2019, pentru un ton uria\u0219, ceea ce \u00eel face cel mai scump ton din lume. Tonul ro\u0219u este o specie pe cale de dispari\u021bie.<\/p>\n\n\n\n<p>Inteligen\u021ba artificial\u0103 cap\u0103t\u0103 tot mai multe utiliz\u0103ri \u00een via\u021ba de zi cu zi. Folosit\u0103 corect, aceast\u0103 tehnologie ne poate \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.<\/p>","protected":false},"excerpt":{"rendered":"<p>Unul dintre domeniile \u00een care pot fi folosite tehnologiile care au la baz\u0103 inteligen\u021b\u0103 artificial\u0103 este protec\u021bia mediului. <\/p>","protected":false},"author":2,"featured_media":2415,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[170],"tags":[145,176,144],"class_list":["post-2409","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-inteligenta-artificiala","tag-blockchain","tag-cum-este-folosita-inteligenta-artificiala","tag-inteligenta-artificiala"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Inteligen\u021ba artificial\u0103: cum contribuie la protec\u021bia mediului - Play Solutions<\/title>\n<meta name=\"description\" content=\"Tehnologiile cu inteligen\u021b\u0103 artificial\u0103 ne pot \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/play-solutions.ro\/en_en\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului\" \/>\n<meta property=\"og:description\" content=\"Tehnologiile cu inteligen\u021b\u0103 artificial\u0103 ne pot \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/play-solutions.ro\/en_en\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/\" \/>\n<meta property=\"og:site_name\" content=\"Play Solutions\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-23T08:29:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-07-23T16:10:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/play-solutions.ro\/wp-content\/uploads\/2021\/06\/futuristic-robot-artificial-intelligence-concept.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"621\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Redactor\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului\" \/>\n<meta name=\"twitter:description\" content=\"Tehnologiile cu inteligen\u021b\u0103 artificial\u0103 ne pot \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Redactor\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/\"},\"author\":{\"name\":\"Redactor\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#\\\/schema\\\/person\\\/a210cf106d93fc9098c942be15992148\"},\"headline\":\"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului\",\"datePublished\":\"2021-06-23T08:29:00+00:00\",\"dateModified\":\"2021-07-23T16:10:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/\"},\"wordCount\":1904,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/play-solutions.ro\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/futuristic-robot-artificial-intelligence-concept.jpg\",\"keywords\":[\"blockchain\",\"cum este folosita inteligenta artificiala\",\"inteligenta artificiala\"],\"articleSection\":[\"Inteligen\u021b\u0103 artificial\u0103\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/\",\"url\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/\",\"name\":\"Inteligen\u021ba artificial\u0103: cum contribuie la protec\u021bia mediului - Play Solutions\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/play-solutions.ro\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/futuristic-robot-artificial-intelligence-concept.jpg\",\"datePublished\":\"2021-06-23T08:29:00+00:00\",\"dateModified\":\"2021-07-23T16:10:26+00:00\",\"description\":\"Tehnologiile cu inteligen\u021b\u0103 artificial\u0103 ne pot \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/#primaryimage\",\"url\":\"https:\\\/\\\/play-solutions.ro\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/futuristic-robot-artificial-intelligence-concept.jpg\",\"contentUrl\":\"https:\\\/\\\/play-solutions.ro\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/futuristic-robot-artificial-intelligence-concept.jpg\",\"width\":1024,\"height\":621,\"caption\":\"Folosit\u0103 corect, inteligen\u021ba artificial\u0103 ne poate \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Prima pagin\u0103\",\"item\":\"https:\\\/\\\/play-solutions.ro\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#website\",\"url\":\"https:\\\/\\\/play-solutions.ro\\\/\",\"name\":\"Play Solutions\",\"description\":\"| Fii inteligent \u0219i ac\u021bioneaz\u0103 ...\",\"publisher\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/play-solutions.ro\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#organization\",\"name\":\"Play Solutions\",\"url\":\"https:\\\/\\\/play-solutions.ro\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/play-solutions.ro\\\/wp-content\\\/uploads\\\/2021\\\/05\\\/logo_play_header_blue.svg\",\"contentUrl\":\"https:\\\/\\\/play-solutions.ro\\\/wp-content\\\/uploads\\\/2021\\\/05\\\/logo_play_header_blue.svg\",\"width\":186,\"height\":50,\"caption\":\"Play Solutions\"},\"image\":{\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/play-solutions.ro\\\/#\\\/schema\\\/person\\\/a210cf106d93fc9098c942be15992148\",\"name\":\"Redactor\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/507d134366f31e03ed795c8a1fc4e350bd0c1349997e78a8b04271fd5d033a09?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/507d134366f31e03ed795c8a1fc4e350bd0c1349997e78a8b04271fd5d033a09?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/507d134366f31e03ed795c8a1fc4e350bd0c1349997e78a8b04271fd5d033a09?s=96&d=mm&r=g\",\"caption\":\"Redactor\"},\"url\":\"https:\\\/\\\/play-solutions.ro\\\/en_en\\\/author\\\/redactor\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Inteligen\u021ba artificial\u0103: cum contribuie la protec\u021bia mediului - Play Solutions","description":"Tehnologiile cu inteligen\u021b\u0103 artificial\u0103 ne pot \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/play-solutions.ro\/en_en\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/","og_locale":"en_GB","og_type":"article","og_title":"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului","og_description":"Tehnologiile cu inteligen\u021b\u0103 artificial\u0103 ne pot \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.","og_url":"https:\/\/play-solutions.ro\/en_en\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/","og_site_name":"Play Solutions","article_published_time":"2021-06-23T08:29:00+00:00","article_modified_time":"2021-07-23T16:10:26+00:00","og_image":[{"width":1024,"height":621,"url":"https:\/\/play-solutions.ro\/wp-content\/uploads\/2021\/06\/futuristic-robot-artificial-intelligence-concept.jpg","type":"image\/jpeg"}],"author":"Redactor","twitter_card":"summary_large_image","twitter_title":"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului","twitter_description":"Tehnologiile cu inteligen\u021b\u0103 artificial\u0103 ne pot \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.","twitter_misc":{"Written by":"Redactor","Estimated reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/#article","isPartOf":{"@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/"},"author":{"name":"Redactor","@id":"https:\/\/play-solutions.ro\/#\/schema\/person\/a210cf106d93fc9098c942be15992148"},"headline":"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului","datePublished":"2021-06-23T08:29:00+00:00","dateModified":"2021-07-23T16:10:26+00:00","mainEntityOfPage":{"@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/"},"wordCount":1904,"commentCount":0,"publisher":{"@id":"https:\/\/play-solutions.ro\/#organization"},"image":{"@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/#primaryimage"},"thumbnailUrl":"https:\/\/play-solutions.ro\/wp-content\/uploads\/2021\/06\/futuristic-robot-artificial-intelligence-concept.jpg","keywords":["blockchain","cum este folosita inteligenta artificiala","inteligenta artificiala"],"articleSection":["Inteligen\u021b\u0103 artificial\u0103"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/","url":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/","name":"Inteligen\u021ba artificial\u0103: cum contribuie la protec\u021bia mediului - Play Solutions","isPartOf":{"@id":"https:\/\/play-solutions.ro\/#website"},"primaryImageOfPage":{"@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/#primaryimage"},"image":{"@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/#primaryimage"},"thumbnailUrl":"https:\/\/play-solutions.ro\/wp-content\/uploads\/2021\/06\/futuristic-robot-artificial-intelligence-concept.jpg","datePublished":"2021-06-23T08:29:00+00:00","dateModified":"2021-07-23T16:10:26+00:00","description":"Tehnologiile cu inteligen\u021b\u0103 artificial\u0103 ne pot \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare.","breadcrumb":{"@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/#primaryimage","url":"https:\/\/play-solutions.ro\/wp-content\/uploads\/2021\/06\/futuristic-robot-artificial-intelligence-concept.jpg","contentUrl":"https:\/\/play-solutions.ro\/wp-content\/uploads\/2021\/06\/futuristic-robot-artificial-intelligence-concept.jpg","width":1024,"height":621,"caption":"Folosit\u0103 corect, inteligen\u021ba artificial\u0103 ne poate \u00eembun\u0103t\u0103\u021bi traiul \u0219i contribui la salvarea planetei, pentru genera\u021biile viitoare."},{"@type":"BreadcrumbList","@id":"https:\/\/play-solutions.ro\/solutiile-software-care-incorporeaza-inteligenta-artificiala-au-intrebuintari-atat-de-variate-si-vaste-incat-pare-ca-nu-exista-limite\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Prima pagin\u0103","item":"https:\/\/play-solutions.ro\/"},{"@type":"ListItem","position":2,"name":"Cum contribuie inteligen\u021ba artificial\u0103 la protec\u021bia mediului"}]},{"@type":"WebSite","@id":"https:\/\/play-solutions.ro\/#website","url":"https:\/\/play-solutions.ro\/","name":"Play Solutions","description":"| Fii inteligent \u0219i ac\u021bioneaz\u0103 ...","publisher":{"@id":"https:\/\/play-solutions.ro\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/play-solutions.ro\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/play-solutions.ro\/#organization","name":"Play Solutions","url":"https:\/\/play-solutions.ro\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/play-solutions.ro\/#\/schema\/logo\/image\/","url":"https:\/\/play-solutions.ro\/wp-content\/uploads\/2021\/05\/logo_play_header_blue.svg","contentUrl":"https:\/\/play-solutions.ro\/wp-content\/uploads\/2021\/05\/logo_play_header_blue.svg","width":186,"height":50,"caption":"Play Solutions"},"image":{"@id":"https:\/\/play-solutions.ro\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/play-solutions.ro\/#\/schema\/person\/a210cf106d93fc9098c942be15992148","name":"Redactor","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/secure.gravatar.com\/avatar\/507d134366f31e03ed795c8a1fc4e350bd0c1349997e78a8b04271fd5d033a09?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/507d134366f31e03ed795c8a1fc4e350bd0c1349997e78a8b04271fd5d033a09?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/507d134366f31e03ed795c8a1fc4e350bd0c1349997e78a8b04271fd5d033a09?s=96&d=mm&r=g","caption":"Redactor"},"url":"https:\/\/play-solutions.ro\/en_en\/author\/redactor\/"}]}},"_links":{"self":[{"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/posts\/2409","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/comments?post=2409"}],"version-history":[{"count":5,"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/posts\/2409\/revisions"}],"predecessor-version":[{"id":2416,"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/posts\/2409\/revisions\/2416"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/media\/2415"}],"wp:attachment":[{"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/media?parent=2409"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/categories?post=2409"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/play-solutions.ro\/en_en\/wp-json\/wp\/v2\/tags?post=2409"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}