S\u00fcni intellekt \u00e7ox vaxt superkomp\u00fcter k\u00f6m\u0259k\u00e7il\u0259ri, yarad\u0131c\u0131 d\u00fc\u015f\u00fcn\u0259 bil\u0259n ma\u015f\u0131nlar kimi g\u00f6zd\u0259n ke\u00e7irilir. S\u00fcni intellekt komp\u00fcterin v\u0259 ya ma\u015f\u0131n\u0131n insan zehninin bacar\u0131qlar\u0131n\u0131 t\u0259qlid etm\u0259k qabiliyy\u0259tin\u0259 aiddir; bu bacar\u0131qlar ad\u0259t\u0259n \u0259vv\u0259lki t\u0259cr\u00fcb\u0259l\u0259rd\u0259n \u00f6yr\u0259n\u0259r\u0259k dili, q\u0259rarlar\u0131 v\u0259 probleml\u0259ri anlamaq v\u0259 onlara cavab verm\u0259k \u00fcz\u0259rind\u0259 qurulur.<\/p>\n
\u201cAz\u0259rbaycan m\u00fc\u0259llimi\u201d bu ara\u015fd\u0131rmas\u0131nda apar\u0131c\u0131 d\u00fcnya \u00f6lk\u0259l\u0259ri \u00fczr\u0259 s\u00fcni intellekt texnologiyalar\u0131 bazar\u0131n\u0131n real durumunu t\u0259qdim edir.<\/p>\n
S\u00fcni intellekt texnologiyalar\u0131 bazar\u0131 olduqca geni\u015fdir v\u0259 2025-ci ild\u0259 t\u0259xmin\u0259n 244 milyard AB\u015e dollar\u0131 h\u0259cmind\u0259 qiym\u0259tl\u0259ndirilir. Bu g\u00f6st\u0259ricinin 2030-cu il\u0259 q\u0259d\u0259r 800 milyard AB\u015e dollar\u0131n\u0131 ke\u00e7\u0259c\u0259yi g\u00f6zl\u0259nilir. 2025-ci ild\u0259 generativ s\u00fcni intellekt bazar\u0131n\u0131n h\u0259cmi is\u0259 63 milyard AB\u015e dollar\u0131 olub.<\/p>\n
S\u00fcni intellektin m\u00fcxt\u0259lif formalar\u0131 var<\/p>\n
S\u00fcni intellekt \u0259sas\u0259n ma\u015f\u0131n \u00f6yr\u0259nm\u0259si v\u0259 d\u0259rin \u00f6yr\u0259nm\u0259 olmaqla iki yer\u0259 b\u00f6l\u00fcn\u00fcr. Bunlar\u0131n da \u00f6z n\u00f6vb\u0259sind\u0259 t\u0259bii dilin emal\u0131, komp\u00fcter g\u00f6rm\u0259si, robototexnika v\u0259 dig\u0259r alt kateqoriyalar\u0131 m\u00f6vcuddur. Ma\u015f\u0131n \u00f6yr\u0259nm\u0259si s\u00fcni intellektin \u0259n \u0259sas v\u0259 sad\u0259 formas\u0131 hesab olunur. Ma\u015f\u0131n \u00f6yr\u0259nm\u0259si il\u0259 i\u015fl\u0259y\u0259n proqramlara insanlarla qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259d\u0259 istifad\u0259 etm\u0259k \u00fc\u00e7\u00fcn \u0259vv\u0259lc\u0259d\u0259n m\u00fc\u0259yy\u0259n edilmi\u015f ayd\u0131n parametrl\u0259r verilir v\u0259 onlar\u0131n f\u0259aliyy\u0259t dair\u0259si m\u0259hduddur. Bu, eyni zamanda s\u00fcni intellektin \u0259n geni\u015f yay\u0131lm\u0131\u015f formas\u0131d\u0131r v\u0259 sad\u0259 \u00e7at k\u00f6m\u0259k\u00e7il\u0259rind\u0259, t\u0259tbiql\u0259rd\u0259, s\u0259sli \u0259mrl\u0259rd\u0259 v\u0259 dig\u0259r m\u0259hdud funksiyal\u0131 istifad\u0259l\u0259rd\u0259 t\u0259tbiq olunur.<\/p>\n
D\u0259rin \u00f6yr\u0259nm\u0259 is\u0259 insanlar\u0131n s\u00fcni intellektd\u0259n g\u00f6zl\u0259diyi anlay\u0131\u015fa daha yax\u0131nd\u0131r. D\u0259rin \u00f6yr\u0259nm\u0259 proqramlar\u0131nda s\u00fcni intellekt ilkin parametrl\u0259r\u0259 v\u0259 m\u0259lumat d\u0259stl\u0259rin\u0259 malik olur, lakin insanlarla qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 zaman\u0131 istifad\u0259\u00e7i m\u0259lumatlar\u0131n\u0131 da sistem\u0259 inteqrasiya ed\u0259 bilir. Bu yolla AI istifad\u0259 edildikc\u0259 \u00f6yr\u0259nir v\u0259 zamanla daha m\u00fcr\u0259kk\u0259b v\u0259 t\u0259kmil hala g\u0259lir. D\u0259rin \u00f6yr\u0259nm\u0259nin son d\u00f6vrl\u0259rd\u0259ki inki\u015faf etmi\u015f n\u00fcmun\u0259l\u0259rin\u0259 “OpenAI”nin “ChatGPT”si v\u0259 “Google”un “Gemini”si daxildir.<\/p>\n
Generativ s\u00fcni intellekt inki\u015faf etm\u0259y\u0259 davam edir<\/p>\n
Generativ s\u00fcni intellektin inki\u015faf\u0131 2022-ci ilin sonlar\u0131ndan geni\u015f ictimaiyy\u0259tin diqq\u0259t m\u0259rk\u0259zind\u0259dir. Bu texnologiya tamamil\u0259 yeni olmasa da son be\u015f il \u0259rzind\u0259 bu c\u00fcr proqramlar art\u0131q m\u00f6vcud idi, bu sah\u0259d\u0259 ir\u0259lil\u0259yi\u015fl\u0259r heyr\u0259tamiz olub. Generativ s\u00fcni intellekt, ad\u0131ndan da g\u00f6r\u00fcnd\u00fcy\u00fc kimi, m\u0259tn, \u015f\u0259kil, musiqi v\u0259 dig\u0259r m\u0259zmun n\u00f6vl\u0259rini yarada bil\u0259n proqramlara aiddir. 2022-ci ilin sonunda “ChatGPT”nin istifad\u0259y\u0259 verilm\u0259si il\u0259 bu sah\u0259y\u0259 “Google”, “Microsoft”, “Amazon” v\u0259 \u0130lon Mask\u0131n “X” platformas\u0131 da qo\u015fulub.Onlar\u0131n ham\u0131s\u0131 m\u00fcxt\u0259lif startap \u015firk\u0259tl\u0259ri vasit\u0259sil\u0259 \u0259n qabaqc\u0131l generativ s\u00fcni intellekti inki\u015faf etdirm\u0259k u\u011frunda r\u0259qab\u0259t apar\u0131rlar. Lakin bu inki\u015faf q\u00fcsursuz deyil: generativ s\u00fcni intellekt \u015firk\u0259tl\u0259ri m\u00fc\u0259llif h\u00fcquqlar\u0131 il\u0259 qorunan m\u0259tn v\u0259 \u015f\u0259kill\u0259r \u00fcz\u0259rind\u0259 modell\u0259rini \u00f6yr\u0259tm\u0259kd\u0259, yaz\u0131\u00e7\u0131 v\u0259 r\u0259ssamlar\u0131n h\u00fcquqlar\u0131n\u0131 n\u0259z\u0259r\u0259 almamaqda ittiham olunublar.<\/p>\n
2025-ci ild\u0259n etibar\u0259n generativ s\u00fcni intellekt sah\u0259sind\u0259 yeni bir inki\u015faf m\u0259rh\u0259l\u0259si \u2013 agent \u0259sasl\u0131 (agentic) s\u00fcni intellekt meydana \u00e7\u0131x\u0131b. Bunlar \u0259vv\u0259lki modell\u0259rin imkanlar\u0131n\u0131 a\u015faraq daha d\u0259rin ara\u015fd\u0131rmalar aparma\u011fa v\u0259 kompleks probleml\u0259ri h\u0259ll etm\u0259y\u0259 qadir olan g\u00fccl\u00fc AI modell\u0259ridir. Bu sisteml\u0259r m\u00fcr\u0259kk\u0259b d\u00fc\u015f\u00fcnm\u0259 v\u0259 m\u0259rh\u0259l\u0259li planla\u015fd\u0131rma mexanizml\u0259rind\u0259n istifad\u0259 edirl\u0259r. Bu bazar\u0131n 2025\u20132030-cu ill\u0259r aras\u0131nda s\u00fcr\u0259tl\u0259, eksponensial \u015f\u0259kild\u0259 b\u00f6y\u00fcy\u0259c\u0259yi g\u00f6zl\u0259nilir.<\/p>\n
S\u00fcni intellekt qatar\u0131 s\u00fcr\u0259tl\u0259 ir\u0259lil\u0259yir<\/p>\n
D\u0259rin v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259sind\u0259ki ir\u0259lil\u0259yi\u015fl\u0259r, el\u0259c\u0259 d\u0259 bu proqramlar\u0131n qlobal iqtisadiyyata g\u00f6st\u0259r\u0259 bil\u0259c\u0259yi b\u00f6y\u00fck t\u0259sir n\u0259z\u0259r\u0259 al\u0131nd\u0131qda, inki\u015faf etmi\u015f iqtisadiyyatlar\u0131n ham\u0131s\u0131nda s\u00fcni intellektin davaml\u0131 v\u0259 r\u0259qab\u0259tli \u015f\u0259kild\u0259 inki\u015faf etdiril\u0259c\u0259yi g\u00f6zl\u0259nil\u0259ndir. R\u0259qibl\u0259ri \u00fcz\u0259rind\u0259 \u00fcst\u00fcnl\u00fck qazanmaq ist\u0259y\u0259n h\u0259r bir \u015firk\u0259t gecikm\u0259m\u0259li v\u0259 bu sah\u0259y\u0259 erk\u0259n m\u0259rh\u0259l\u0259d\u0259 qo\u015fulmal\u0131d\u0131r ki, gerid\u0259 qalmas\u0131n.<\/p>\n
AB\u015e-d\u0259 s\u00fcni intellekt<\/p>\n
S\u00fcni intellekt haz\u0131rda dem\u0259k olar ki, h\u0259r bir s\u0259nayed\u0259 \u0259sas m\u00f6vzudur. D\u00fcnyan\u0131n \u0259n b\u00f6y\u00fck iqtisadiyyat\u0131 olan AB\u015e bu inki\u015faf\u0131n m\u0259rk\u0259zidir. Burada texnologiya n\u0259h\u0259ngl\u0259ri, startaplar yerl\u0259\u015fir v\u0259 bir ne\u00e7\u0259 ba\u015fqa \u015firk\u0259t kimi s\u00fcni intellektd\u0259n istifad\u0259 etm\u0259k \u00fc\u00e7\u00fcn resurslara malikdir. AB\u015e s\u00fcni intellekt bazar\u0131 b\u00f6y\u00fckd\u00fcr v\u0259 b\u00f6y\u00fcy\u00fcr, t\u0259xmin\u0259n 74 milyard AB\u015e dollar\u0131 h\u0259cmind\u0259dir v\u0259 illik 30 faiz art\u0131m tempind\u0259dir. AB\u015e-nin bu t\u0259sirli art\u0131m tempini qorumaq \u00fc\u00e7\u00fcn \u00fcst\u00fcnl\u00fckl\u0259ri v\u0259 oyun\u00e7ular\u0131 var, lakin dig\u0259r \u00f6lk\u0259l\u0259r \u00fcz\u0259rind\u0259 liderliyini itirm\u0259m\u0259k \u00fc\u00e7\u00fcn bazarlara v\u0259 \u015firk\u0259tl\u0259r\u0259 diqq\u0259tli yana\u015fmaq laz\u0131md\u0131r.<\/p>\n
Generativ s\u00fcni intellekt bazar\u0131n\u0131n h\u0259cmi is\u0259 t\u0259kc\u0259 2023-c\u00fc ild\u0259 21,65 milyard AB\u015e dollar\u0131 t\u0259\u015fkil edib.<\/p>\n
Almaniyada s\u00fcni intellect<\/p>\n
2030-cu il\u0259 q\u0259d\u0259r s\u00fcni intellekt bazar\u0131n\u0131n t\u0259xmin\u0259n 30 milyard avro d\u0259y\u0259rind\u0259 qiym\u0259tl\u0259ndiril\u0259c\u0259yi g\u00f6zl\u0259nilir. Bu sah\u0259d\u0259ki texnoloji ir\u0259lil\u0259yi\u015fl\u0259r s\u00fcr\u0259tl\u0259 b\u00f6y\u00fcy\u0259n bir bazar dem\u0259kdir. Saxtakarl\u0131\u011f\u0131n a\u015fkarlanmas\u0131, onlayn m\u00fc\u015ft\u0259ri d\u0259st\u0259yi v\u0259 \u00e7atbotlar s\u00fcni intellektd\u0259n haz\u0131rda istifad\u0259 edil\u0259n bir ne\u00e7\u0259 \u00fcsuldur. G\u0259l\u0259c\u0259kd\u0259 s\u00fcni intellektd\u0259n g\u00fcnd\u0259lik i\u015fl\u0259r\u0259 k\u00f6m\u0259k etm\u0259k \u00fc\u00e7\u00fcn avtomatla\u015fd\u0131r\u0131lm\u0131\u015f avtomobill\u0259r v\u0259 ya h\u0259tta robotlar \u00fc\u00e7\u00fcn istifad\u0259 etm\u0259k olar. Almaniya h\u0259yat\u0131n bir \u00e7ox aspektl\u0259rind\u0259 texnoloji ir\u0259lil\u0259yi\u015fl\u0259r \u0259v\u0259zin\u0259 daha \u0259n\u0259n\u0259vi analoq metodlar\u0131 se\u00e7m\u0259si il\u0259 tan\u0131nsa da, b\u0259zi insanlar s\u00fcni intellektd\u0259n iqlim d\u0259yi\u015fikliyi kimi probleml\u0259rin h\u0259llin\u0259 k\u00f6m\u0259k ed\u0259c\u0259yin\u0259 d\u0259 \u00fcmid edirl\u0259r.<\/p>\n
Almaniyadak\u0131 m\u00fc\u0259ssis\u0259l\u0259rin t\u0259xmin\u0259n 32 faizinin 2023-c\u00fc ild\u0259 s\u00fcni intellektd\u0259n istifad\u0259 etdiyi bildirilir. Bu r\u0259q\u0259m qlobal orta g\u00f6st\u0259ricid\u0259n bir q\u0259d\u0259r a\u015fa\u011f\u0131 v\u0259 \u00c7in, Sinqapur v\u0259 Hindistan kimi \u00f6lk\u0259l\u0259rd\u0259n xeyli a\u015fa\u011f\u0131 idi. S\u00fcni intellekt\u0259 investisiya qoyulu\u015fu Almaniyadak\u0131 \u015firk\u0259tl\u0259r \u00fc\u00e7\u00fcn prioritet kimi g\u00f6r\u00fcnm\u00fcr, yaln\u0131z 37 faizi 2024-c\u00fc il \u0259rzind\u0259 s\u00fcni intellekt\u0259 investisiya qoydu\u011funu bildirib.<\/p>\n
Almaniyada generativ s\u00fcni intellekt bazar\u0131n\u0131n d\u0259y\u0259ri 1,79 milyard avro, s\u00fcni intellekt \u015firk\u0259tl\u0259rinin say\u0131 1250, ma\u015f\u0131n \u00f6yr\u0259nm\u0259 bazar\u0131n\u0131n bazar \u00f6l\u00e7\u00fcs\u00fc 2.02 milyard avro t\u0259\u015fkil edir.<\/p>\n
Birl\u0259\u015fmi\u015f Krall\u0131qda s\u00fcni intellekt<\/p>\n
Birl\u0259\u015fmi\u015f Krall\u0131q d\u00fcnyada s\u00fcni intellekt texnologiyalar\u0131n\u0131 inki\u015faf etdir\u0259n apar\u0131c\u0131 \u00f6lk\u0259l\u0259rd\u0259n biridir. H\u0259r biri Avropa \u00f6lk\u0259sind\u0259n daha b\u00f6y\u00fck v\u0259 daha bacar\u0131ql\u0131 olan AB\u015e v\u0259 ya \u00c7in il\u0259 r\u0259qab\u0259t aparmasa da, Birl\u0259\u015fmi\u015f Krall\u0131q h\u0259l\u0259 d\u0259 apar\u0131c\u0131 s\u00fcni intellekt inki\u015faf ed\u0259n \u00f6lk\u0259l\u0259r aras\u0131nda y\u00fcks\u0259k yerd\u0259dir. Onun s\u00fcni intellekt bazar\u0131 b\u00f6y\u00fckd\u00fcr v\u0259 b\u00f6y\u00fcy\u00fcr v\u0259 2025-ci ild\u0259 t\u0259xmin\u0259n 6 milyard funt-sterlinq t\u0259\u015fkil edib. \u00d6n\u00fcm\u00fczd\u0259ki ill\u0259rd\u0259 art\u0131mda yava\u015flama g\u00f6zl\u0259nilm\u0259diyi \u00fc\u00e7\u00fcn s\u00fcni intellekt bazar\u0131 B\u00f6y\u00fck Britaniya daxilind\u0259 b\u00f6y\u00fcm\u0259y\u0259 v\u0259 geni\u015fl\u0259nm\u0259y\u0259 davam ed\u0259c\u0259k.<\/p>\n
B\u00f6y\u00fck Britaniyan\u0131n d\u00f6vl\u0259t sektorunda generativ s\u00fcni intellektd\u0259n xeyli istifad\u0259 olunur v\u0259 m\u0259kt\u0259b v\u0259 universitet i\u015f\u00e7il\u0259rinin \u00fc\u00e7d\u0259 birind\u0259n \u00e7oxu i\u015f yerind\u0259 bu texnologiyadan istifad\u0259 edir. B\u00f6y\u00fck Britaniya s\u00fcni intellekt CCTV bazar\u0131n\u0131n h\u0259cmi 2023-c\u00fc ild\u0259 953 milyon AB\u015e dollar\u0131 t\u0259\u015fkil edib.<\/p>\n
\u00c7ind\u0259 s\u00fcni intellekt<\/p>\n
\u00c7in s\u00fcni intellekt t\u0259dqiqatlar\u0131na milyardlarla dollar x\u0259rcl\u0259yir v\u0259 maliyy\u0259l\u0259\u015fdirm\u0259, istedad v\u0259 sad\u0259 ambisiya bax\u0131m\u0131ndan bir \u00e7ox r\u0259qibini gerid\u0259 qoyur. B\u0259s investisiyan\u0131 innovasiyaya \u00e7evir\u0259 bil\u0259rmi? \u0130ndi aparat v\u0259 alqoritml\u0259rin imkanlar\u0131 yax\u015f\u0131la\u015fd\u0131qca, s\u00fcni intellekt getdikc\u0259 daha m\u00fcr\u0259kk\u0259b v\u0259zif\u0259l\u0259ri \u00f6z \u00fcz\u0259rin\u0259 g\u00f6t\u00fcr\u0259rk\u0259n yava\u015f-yava\u015f insan qabiliyy\u0259tl\u0259ri sah\u0259sin\u0259 do\u011fru ir\u0259lil\u0259yir. Texnologiyan\u0131n geni\u015f istifad\u0259si m\u0259hsuldarl\u0131\u011f\u0131 \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 art\u0131rmaq v\u0259 qlobal s\u0259hn\u0259d\u0259 m\u00fch\u00fcm r\u0259qab\u0259t \u00fcst\u00fcnl\u00fckl\u0259ri yaratmaq potensial\u0131na malikdir. N\u0259tic\u0259 etibaril\u0259, d\u00fcnya \u00f6lk\u0259l\u0259ri qlobal liderlik u\u011frunda yar\u0131\u015f\u0131r v\u0259 \u00f6n s\u0131ralarda s\u00fcni intellektin inki\u015faf\u0131n\u0131 milli prioritet elan ed\u0259n \u00c7in dayan\u0131r. D\u00f6vl\u0259tin tam d\u0259st\u0259yi il\u0259 \u00c7in \u015firk\u0259tl\u0259ri s\u00fcni intellekt texnologiyas\u0131n\u0131 ara\u015fd\u0131r\u0131r, inki\u015faf etdirir v\u0259 ona investisiya qoyur. Lakin bu s\u0259yl\u0259rin s\u0259nayenin bu g\u00fcn \u00fczl\u0259\u015fdiyi \u00e7\u0259tinlikl\u0259ri aradan qald\u0131r\u0131b innovasiyaya g\u0259tirib \u00e7\u0131xara bil\u0259c\u0259yi h\u0259l\u0259 d\u0259 m\u0259lum deyil.<\/p>\n
Sinqapurda s\u00fcni intellekt<\/p>\n
S\u00fcni intellekt d\u00fcnya miqyas\u0131nda s\u0259naye sah\u0259l\u0259rind\u0259 inqilab edir v\u0259 Sinqapur sektorda apar\u0131c\u0131 innovasiya m\u0259rk\u0259zin\u0259 \u00e7evrilib. Son ill\u0259rd\u0259 \u015f\u0259h\u0259r-d\u00f6vl\u0259t \u00f6z\u00fcn\u00fc d\u00fcnyan\u0131n apar\u0131c\u0131 a\u011f\u0131ll\u0131 \u015f\u0259h\u0259rl\u0259rind\u0259n biri kimi t\u0259qdim ed\u0259r\u0259k, IoT, robototexnika v\u0259 s\u00fcni intellekt texnologiyalar\u0131na investisiya c\u0259lb edib. \u00d6lk\u0259 h\u0259m\u00e7inin h\u00f6kum\u0259tin d\u0259st\u0259yi il\u0259 s\u00fcni intellektd\u0259n istifad\u0259 ed\u0259r\u0259k m\u00fcxt\u0259lif s\u0259naye sah\u0259l\u0259rini d\u0259yi\u015fdirm\u0259k \u00fc\u00e7\u00fcn onun b\u00f6y\u00fcm\u0259sind\u0259 v\u0259 t\u0259tbiqind\u0259 istifad\u0259 etm\u0259k \u00fc\u00e7\u00fcn bu sah\u0259d\u0259 t\u0259dqiqatlar\u0131 g\u00fccl\u0259ndirir. Bu t\u0259\u015f\u0259bb\u00fcsl\u0259r 2023-c\u00fc ild\u0259 sektora t\u0259xmin\u0259n 2 milyard AB\u015e dollar\u0131 m\u0259bl\u0259\u011find\u0259 investisiya qoyulmas\u0131 il\u0259 n\u0259tic\u0259l\u0259nib v\u0259 \u00f6lk\u0259ni qlobal miqyasda \u00f6nc\u00fc m\u00f6vqey\u0259 g\u0259tirib.<\/p>\n
C\u0259nubi Koreyada s\u00fcni intellekt<\/p>\n
S\u00fcni intellektin (S\u0130) s\u00fcr\u0259tl\u0259 y\u00fcks\u0259li\u015fi b\u00fct\u00fcn d\u00fcnyada dal\u011falar yaratd\u0131 v\u0259 texnologiyaya h\u0259v\u0259sli C\u0259nubi Koreya iqtisadiyyat\u0131 da buna qo\u015fulmaq \u0259zmind\u0259 idi. S\u0130 uzun m\u00fcdd\u0259tdir ki, daha \u00e7ox elmi fantastika v\u0259 futurologiya sah\u0259sind\u0259 n\u0259z\u0259rd\u0259n ke\u00e7irilirdi; lakin, “ChatGPT” kimi generativ S\u0130 xidm\u0259tl\u0259ri d\u0259 daxil olmaqla, bu sah\u0259d\u0259ki son inki\u015faflar texnologiyaya geni\u015f mara\u011f\u0131 yenid\u0259n art\u0131rd\u0131. D\u00fcnyan\u0131n \u0259n innovativ on \u00f6lk\u0259si aras\u0131nda yer almas\u0131n\u0131 \u0259ks etdir\u0259n C\u0259nubi Koreya, b\u00fct\u00fcn sektorlarda S\u0130-ni f\u0259al \u015f\u0259kild\u0259 inki\u015faf etdir\u0259n v\u0259 t\u0259lim ke\u00e7\u0259n minl\u0259rl\u0259 m\u00fc\u0259ssis\u0259y\u0259 ev sahibliyi edirdi.<\/p>\n