 e text deetaa utpaadaka krutrima medhassuku udaaharanalanu sett chesthundu 
 utpaadaka krutrima medhassu ledha utpaadaka  AI  anede prompt ‌ laku pratispandanagaa text ,  emage ‌ lu ledha itara meedianu roopondinchagala  AI  sistom rakam .  utpaadaka  AI  vyavasthalu vatini roopondhinchadaaniki upayoginchina sikshnha deetaa sett aadhaaramga kothha deetaanu ganankaparamga namoonaa cheyadanki peddha basha namunala vento utpaadaka namunalanu upayogistaayi .

GPT-3  mariyu  GPT-4  larges longuage modal ‌ lanu upayoginchi  OpenAI  chee nirminchabadina chhath ‌ bat , LaMDA  modal ‌ ni upayoginchi  Google  nirmimchina baird aney chhath ‌ bat gurthinchadagina utpaadaka  AI  sistom ‌ lalo unnayi .  itara utpaadaka  AI  namuunaalaloo sthiramaina vyaapti ,  mid ‌ journey mariyu  DALL-E  vento krutrima medhassu art sistom ‌ lu unnayi .

 generative  AI  saft ‌ ware develope ‌ ment ,  marcheting mariyu fyaashan ‌ thoo sahaa anek takala parisramalalo sambhaavya aplication ‌ lanu kaligi Pali .  micrsoft ,  gugle mariyu baidu vento peddha companylu alaage anek chinna samshthalu utpaadaka  AI  modal ‌ lanu abhivruddhi cheeyadamtoo  2020 l praarambhamlo utpaadaka  AI loo pettubadi pergindhi .

 padhathulu 
 bhavishyath opera sanniveshamlo bommala vivaranaatmaka oily painting 
 theatre di opera spatial ,  mid ‌ journey ruupomdimchina chitram 
 deetaa sett ‌ ku paryavekshinchabadani ledha sveeya - paryavekshinche yantra abhyaasaanni vartimpajeyadam dwara utpaadaka  AI  vyvasta ruupomdimchabadimdi .  utpaadaka  AI  sistom yokka saamarthyaalu upayoginchina deetaa sett yokka paddathi ledha rakampai aadhaarapadi untai .

 vachanam :  padealu ledha pada token ‌ lapai sikshnha pondina utpaadaka  AI  sistom ‌ lalo  GPT-3, LaMDA, LAMA, BLOOM, GPT-4  mariyu itharaalu unnayi  ( peddha basha namunala jaabitaanu chudandi ).  avi sahaja basha prosessing ,  machine trance ‌ lation mariyu sahaja basha utpatthi cheeyagala saamardhyaanni kaligi untai mariyu itara panulaku punaadi namoonaluga upayoeginchavachchu .  deetaa setlalo boq ‌ corpus ,  wekepedia mariyu itharaalu unnayi  ( text carpora jaabitaanu chudandi ).
 kood :  sahaja basha text ‌ thoo paatu ,  peddha basha namuunaalu prograaming longuage text ‌ pai sikshnha pomdavacchu ,  kothha computers prograamme ‌ l choose sorse kood ‌ nu roopondhinchadaaniki veelu kalpisthundhi .  udaharanalalo  OpenAI  codex unnayi .
 chithraalu :  imagen , DALL-E,  mid ‌ journey ,  stable diffusion mariyu itharaalu  ( artificial intelligence art ,  generative art ,  synthetic media chudandi )  vento text caption ‌ lato emage ‌ l sett ‌ lapai sikshnha pondina generative  AI  systams .  avi saadharanamga text - tu - emage janareshan mariyu neural style trance ‌ far choose upayoginchabadataayi .  dataset ‌ lalo  LAION-5B  mariyu itharaalu unnayi  ( computers dhrushtilo dataset ‌ lanu chudandi ).
 anuvulu :  utpaadaka  AI  vyavasthalu amaino aamlaala srenulu ledha  DNA  ledha proteins ‌ lanu suuchinchae  SMILES  vento paramaanhu praatinidhyaalapai sikshnha pomdavacchu .  alfofold vento yea vyavasthalu proteins structure prediction mariyu drugg discovary choose upayoginchabadataayi .  dataset ‌ lalo vividha biological dataset ‌ lu untai .
 sangeetam : MusicLM  vento utpaadaka  AI  vyavasthalu text ullekhanaalatho paatu rikard cheyabadina sangeetam yokka audeo wow ‌ faram ‌ lapai sikshnha pomdavacchu , " vakreekarinchina guuitar rif ‌ thoo koodina prashaantamaina vayolin melody "  vento text vivaranala aadhaaramga kothha sangeeta namunalanu roopondhinchadaaniki .
 veedo :  ullekhana veediyopai sikshnha pondina generative  AI  taatkaalikamgaa pondikaina veedo clip ‌ lanu roopondinchagaladu .  ruun ‌ vm ‌ emle dwara  Gen1  mariyu meta plaat ‌ faram ‌ l dwara mek - Una - veedo udaaharanalu .
 multimodal :  ooka utpaadaka  AI  vyavasthanu bahulha utpaadaka namunala nundi nirminchavacchu ledha bahulha takala datapai sikshnha pondina ooka modal .  udaharanaku , OpenAI  yokka  GPT-4  yokka ooka variation text mariyu emage in ‌ putt ‌ lanu angekaristundhi .
 text deetaa sett generative artificial intelligence deetaa setlalo boq ‌ corpus ,  wekepedia unnayi 