Xaalatan faïyikaan LinkedIn Addunyaa taninni xiqtiffa waqidi, woyyane tamootinnee (AI) hedduu balá kinni. Ayya waaqó geddoole madqatinni, saayrooke iggire kee kaloole labaxa faacime madqinnaa. Ayya allee kee abooran seenuuk mak'akse makaaninnayyoo di'a gexxaa. Woyyane tamootinnee akkaw leenqu yaaqso abooran kee hurutto baluk mak'akse madqinnaa hedduu ummata waakacce makaxximma. Hama saayroo hedduu afaa hinnaa, addunyaa keena afuura mudaatuwonni buxfuuk waxxiidaba. Ummattee Karay-a gidduku fidiyibiinee kaadu filippin, ani daggaxcibeennee hama gide gidda. Afayyo ambaa hura, hedduu afayyo gexxaa tullaa yabne fixaanuu. Hama woyyane tamootinnee baluk hinnaa, afaanuun sayroo abooran waxxiidabe makcise? Bada Raafati Kee Afaarit Yaa nayi, le 40% ayyaanah yanah addunyaa kee 7,000 caal qushni mitiyyuug le afaatu badah edde yaabboyta, makkal afah yakkeekah siidi maxaafa keetti waattam faxexxah tan. Qafaaroh amma rahiyo inkih tan tani kee duba yaanimih garanah abtah tan qafaaritteh nee barah yaaqaxxa, buxee geela kee amaaruuyya geytim faxxi tan. Abidah kurboh mayta gideh, One Young World Indigenous Youth Day amma tayeeg Montreal, Kanadah, Impact AI Scholar of The Brandtech Group tama doohooyah maxaariinik. Kaddatu tayxuuy yookko marih burcah mitih tamarrinah addunyaa kinni. Intah xuxusaanim yaabaah yan marii kee addohooh addaanih maarat afah mitta, duba kohmayyo lee yan. Tama nahra kan keemih lakatu huryaamaxxin mitih lee alah maratak afah mittat. Ixxal Qafaaroh amma mitiyyan, AI borders aba baxaaxxim, lakatu kee afah baxaaxxim duma abaanah sabeeya lee abta mitiyyan. Tama nahra Karay-a kee teetamih garitih Qafaaroh ku tahniizaanah, Tagalog kee Ingilish rak sahittoh siidi maxaafati kee surraka. Yaaxah lamma yookko le xabba karrittu mititti yan. Tama arkeytah taamiti maateya le barittoy kee kee lakatat weelaxaarit duma yaayse marittiy qafaaruuyya ooliyanah maxahabu aba. Baybayin, bahara coloniya masabiya le kallut qafaar, amma mitittiy le xasakiyyo kee mitittiy gahayta mitiyyan. Amma mitittin faytuuy AI tan sugiyoh addagootan, tama duma mushti booxotoonu keenih sugiyyanah yaxxisa. AI Kee Qafar Dagkeenna: Foo Cay Duuru Teknolojiih tan kaxxamtan gabinnaan unkultanniikkaan akka loo'anneen kaa'atteen, kahsanno wagoo kee gamanneen ayroogee. AI, mala a'argaa maqar tafoktimoh doonih gexxee kee tafoktimoh tannum xaqul tan joochuun, qafalat-tan unkultanni dagkeenna maaxinna kee saqeesunha mala addunyaa tanim garmissan. Teematenin NightOwlGPT caawissa taninni kee sahhaafan unkultanni dagkeenna keensiyo tarbiya kee tafokkidda haayinna kaala, AI kee Karay-a kee Baybayin dagkeenna biibiyo kee gubaaxan galino mala. Teematin tannum dagkeenna addunyah kaalliyo gubbih geeho gabbaxaan, unkultanni dagkeenna addunya tan diggalaayeen laggexxa. NightOwlGPT Cayiima luga-ta caggitte dakay a ke AI isaasa platformu fanah uymaan gittoh tanay rabbi. AI takkessemih tan meqe, ayyaama luga-tah uktub baxxaqqi makkal tama geytto, basii malah mad'inne platforma ka`a macah ilahiyona gama yayse amabbako baxxaqqi. AI tani cayiima luga-ta gabatuy caysat mayya geytto tamattahi tafaxanih rakkissa mad'inne, kaaro-hayti farri ka‘a hiyok gamah uyya matakkawwan abte yakkuk gelta mad'inne geytto. Badí fooca: Kee baxá aboytoorrá itta lakka lóhanni? Agar AI dugga laqqatih leemmidaaré hiyá dakká geddara, kee baxá aboytoorráh leemmidaaré itta lakka lóhanni. Yaa digítaalah addúnáa keetó, xinná kah aríyo fanxa lixih lukku lakka maliyaano lukku laqqatih biyyo. Addúnáh digítaalah leemmidaaré, AI yooh aboodé aríyalláh laqqá, kee baxá aboytoorráh éyan akke caddaa diribáta. AI aboodé yaanam xidagó fanallih takká yekkiyo. Kee AI badu baxa didoh anánah lemíyoh waamah digiró, digirta kinah aboodé lo'mo kee baxá afkayyo baxo leennak. Aboodá baxak koo kee baxá magoomáto kee xuutíhi yohoraw. Kee baxá dakká geehaláh aboytoorrá baxak balilak, alitti caddáh malih. Agada, AI kee baxá lo'kayyo digirta fanxa kaa lukko aqatá. Danu baxaah yaana kah leemmidi digítaalah faná baxá abba kah fanih kinan, AI kee digirta caddáh éyan xuutí baxá addati leemmida. Kee axmá baxak aboonak koo afkayo lukko giddá lo'kayyo. Kee abba kee lixok toohoranní caddá, afkayyo kee baxá itta giddá tannay baxá ka'riina. Xoolitam Kee Bulucatam Addunyâ Caadôlak abaal kaduurti makit umek maaddak walale âsinak maaddah xoolitam kee bulucatam waalak addunyâl baaxohuh yaabley. Addunyâl ziyaaday integreemih tanhâ, qafar walale kuftuure addisam dudde kayyuk waalak wakah yaable. Anfaakâ, siyyah, baritto kee guridaaba addunyâ dudde, afot tukke rabtah wak kaaxômiyih walaluh yaable. AI-teknolojiyah sittin luk annikih walala abak, zarbaada ada lakal afat fanah tukke madaa adduwaamah geya. Assa-gudo tanaddunah, Karay-a kee Baybayin addunyâ aboo dirhê baxaam baritto, negosyo kee maarayti fanah kaaxômiyih walalah geya. Tama walaluh kaaxômiy yoh qafar walaluh addunyâ walâlaaluk ayruwattamah yiqsi, kee dudde nakih walal abaal addunyâ walalah enrichabaku yaaxidiyah geya. Umale Hamma Akkakummati, teknolojíyaan AI laakkilemi gidirtena leloyte, niyaa wakhti inni aade kaali leeh iyyaan sakaran? Warqaa qalbekke hayyitaalitte baa wayri le maraa dudub ushi xaalim abba akakayeti mayya. Nabarte hadhowta, nabarte rakaako nabarte maraa bahi gidir le abtin nafaan. Iyya qarqaruk nabarte teknóloji, karaate kas abbaan barhi, ummataa nafi balal ayse kara numat. One Young World Indigenous Youth Day'tti, 100 magay baldayta daaren inní urkuf diina ixaan baru: nu kalam bannoon duhtan kalu meqe balimakkaban. Niqis kararruk ummataa ayse akakayeti meqe ixaan kara numat. Teknóloji bara kee agdi-lelti nabarte saaba waqti inní urkuf. Tef birti abbi urkufya ka’ana makak nii maarasa. Teknóloji adaa malaadeti. Bikka hayti maarita makak. Naqaru, amite iyo addi giita leloyte balhiyaten gidir. Teknólojiya waqti barii allaah. Waqti aadeen yiitti giita gabmi qayye iyya giita addi. Bii mooyyo giitak hayya hayti iyyaan.

Xaalatan faïyikaan Manila Bulletin Yinkae anii Anna Mae Yu Lamentillo , kaah ina sabee Karay-a qaabilta gexsiinnoyta gidey, Philippines kee indigeno xiinitta adda. Kaaloy, yiyoobbah aimisso kee Karay-a gexxin dagah abaanoo iyyaakka. Eday Karay-a kaadum dagah iyye, tarikteenna dagah magabbi, edde yaaba gexsiinnoyti umaane woytey. Yiyoobbah kammettey Karay-a kaaduwaa dagah taah tuugih yewaa, abba caddol edday Karay-a fanaytitte akkal elle balah. Xiinita adday daafittiiy Karay-a ummatak qibaah, English kee Filipino akkali xiinittah assan kalaltak Karay-a ammatta balle. Iyyan Karay-a bagit qibna leellaabiyo. Adda 40% 7,000 xiinitta addak karawi-balah, abaan lakkaaqok ugutte balle. Iyyan ummat xiinitta kayyooyti woytek oyyla. Xiinitta balah, tarikte, magabbi, iyo xiq xayyah addal geyta iyya. Abah sarah tanhica usuk akiya geyte. Abba balah awliyyah xiinitta addat sarra qalalatam, xiinitta addal tan qalal yakkayto xiinittah aqli ummatikka sirahto laqayok. Annaay magabbi, aduunyih xayya, AI xiinitta balah, karawi, xiq, kee kalalta gexsiinnoyti ammatta tan qassa umaane. Kab Anta How AI ayyuuyte qafar afata yama axe Ayyuuyte (Artificial intelligence) sayre mantaacitte waaxxamih tan, garuq luk aagaantuwaa qafar afat ixxa quxuruh tan xallah dagaaku wayyaba mala, balih luk luk ililuk. Yallat, anaa ku baxxaq luk baxiinnaan? Alahaa laxekka agna kumaqal wayya—namma takke looxo le wayti luk safihii qafar afat itah iybidaa timidakti tan kaxxa abaq takke. Ana Karay-a qafar afat maktaabe, Ayyuuyte ayyo ita kaaffa kaxxaane tan qafar afat ixxa tan haadeti maaqqama foode rabtakke wayti an laxxe, gideemih fayaxah saale yama gideemih. Masallee NightOwlGPT baaxaa luk, Ayyuuyte maqattaa magayta tukko durgixoota rabtakke, hidooqo fiyil xiqaleha waaxannay, abittino wadaaro waaxanntiy wayta yaklaafe iyo gumayta tekka, intii qafar afat yah yammaara saaku wayti luk mala. Anah Ayyuuyte qafar afat gitimatak axyaqitte rabak, han agay ayro widdiro hoore wayyaak magayti luk mala wayna akke kee abitaafaa. Hidooqo qafar afat maaqidalle qiyoho tama riyyo, hanax mahayti illaak bawaa takke balah wayta. Kaaba mangidih dooli hinnaytoh kaaliya Keeh le alwan yaakimeh kaabah falfalaan. Kaabah higgoh abook gabinaa gide, abtin tuktuk kaláh masak gideh, taariikh, hinnaytoh tan afariyyah garaanidah. Kaaba mangidih dooli hinnaytoh, kaabah kaaliya daguwayya bagoli keehtan yaahe. Keeh alwan aaban, kaabah bagoolih buqqa yaaheeni. AI keehi dooli gexxa dadaxonok mangidde. Tuku malawnin NightOwlGPT faxxamah, AI keehi kaaliya keehtan faxak gexxa waatiidah inkii alwan yoolalenkee. Keeh kaabah kaaliya alwan abni maqan, fagarsi abaa, hinnaytoh abtin tuktuk mirgam faxak mangiddat yaahe. Keeh alwan abni mangiddeh gexxa yaaku daguwayyah faxxa. Keeh kaabah alwan tuktuk saqma faxak yaaheeni, keehi hinnaytoh alwan higgoh faxaak mangiddeh faxxa yaaku daguwayyah faxxa.   Kaabah tuktuk faxxa yaahe AI keehi hinnaytoh kaaliya bagoolih keehtan daana. Keeh hinnaytoh alwan abaa faxxi maqan tuktuk aahan. Keeh kaabah alwan tuktuk faxxa yaaheeh, keehi hinnaytoh kaaliya abtin saqma keehtan faxxi tuktuk daguwayyah yaaheeni. Kaabah kaaliya hinnaytoh keehtan faxak mangiddet yaakumeh daguwayyah alwan faxxa yaaheeni. Keeh hinnaytoh keehtan kaaliya hinnaya keehi daguwayyah keehtan faxxa. Keehi hinnaytoh kaaliya bagoolih faxxi keehi hinnaytoh daguwayyah faxxa yaahe. Keehi hinnaytoh kaaliya falfalaan, hinnaytoh taariikh keehi faxa yaaku daguwayyah faxxa yaaheeni. Kaabah hinnaytoh faxxi hinnayyo gexe Karay-a marafih addan gideh hinnayyo, keehi kaabah taariikh daguwayyah faxxa gexxa yaahe. Keehi hinnayyo tuktuk gexxa. Keehi faxak hinnayyo kaaliya faxa yaaku hinnayyo abtin daguwayyah yaaheeni. AI keehi kaabah hinnayyo alwan falfalaan faxxi hinnayyo yaahe. Keeh hinnayyo kaabah hinnayyo daguwayyah faxxa hinnayyo kaaliya faxxi keehi hinnayyo daguwayyah yaaheeni. Kaabah hinnayyo alwan daguwayyah faxa, hinnayyo faxxi yaakumeh hinnayyo alwan faxak mangiddet yaahe.

Xaalatan faïyikaan Manila Bulletin Qafar Keehi 21-a kaariyih, ummat leh biyyi geytallay boolan gabaassiikka milki akah geyeemih tan sittin geytimih manxa katat mabla ayroottah elle gadeemiy. Garabuk takkaa hayyuuba ayrootta allee addunya geegeeh gideh tan gibdiyay "technological sovereignty" (technological rako). Hayyuuba garabuk takkaa malaakih madqa, kaasaa maqal keehi ken iyya kaaliibaa daabih tan madqa elle makinh iyya biyyi gideh barittoh asak iyyo waanamih tan keexut kixxoma biyyi geytallih tooqoh tan akah rako-biya. Hayyuuba Rako Hayyuuba Rako — hayyuuba garabuk takkaa dabarsin iyyo ayyuntiih ten ihilinnimih tan waxxama wagsise kee waxximah sabbatah tan madqaak rako-biya elle gideemih gidee — biyyi geytallih sittin aqsimeemiy. Yab jah neynah data edde alloowih tan kee haysi qimtah xintil kee malaakih kabuh gideh tan data kee processiyo gibdiyey, hiyye miirinnim garabuk yaabih madqa akka abuy gelemiy. Maris, biyyi surveillance, cybersecurity, amma melhe gal keh garabuk takkaa hayyuuba akka dabarsin, backdoors, surveillance kee cyber-attacks elle dabooqe yekkenih xiqiinah han. Oonuksa, hayyuuba infrastructure teknolohiyiy elle keexutiimih tan ten waxxinih sabbatah tan madqa daadan biyyi masakak saxissiy. Defensi kee AI Zamanih Caduug senniyaa sissik AI maaqaanak moorogiya, misaaláti, qafar madinaakala robotiini ufanah, amossiyo diriciyo uguntaa akeera yaabamih sug. Angaaral baxiixiyaha kaaheedanigih kalab xirí madinaagala kinni. Kee Angaaral AI madinaagala anqaalá quxultiiyak, angaaral kalá amayti-leh kabtanai kee addak mara yooduh uguntaa akeerah ummat. Kaadu, angaaral AI kaafiyo le ada amayya, diriciya xoqorra muruqqaa kee caduh xalyo soola marihina AI xakinah dhig. AI kaafiyih makíi waggaray mayyi diriciya kalab xirinaai kee angaaral kee addak angaaral sugta yaabami. Kabidi ke garibina AI kaakuma yaal kaakabille garibina yab aalimaah kaxxa takumpaal akkeemih tan, tamutiyye kaakuma, maayil hayssa, kaakuma wudhsal garibina yab aalima. Yama taayinna maysah tan manzar aginnaa yiyoogule makkalay, caagiida malhaqiyo eedo saaxissiyo tamaani akkeemih tan. Kaakuma AI wudhsal garibina yab yaal le akkeekah, ana candhoyti tamutiyye kaakuma koosiishiyo nuum amah tanniyo eedo yessahsissiyo kee makkal aginnaa tamaanoh kaakuma hayssa injiinaan wudhsan assaga. AI hanite nuum toora kee makkal buxah tan algorithms kee data tana garibina yab yaalle abbinoo yiyo. Hayssa hanite candhoyti maysah le nuum korai tan aaggiyo yiyo kee makkal beettiyee meqinnaa tamaakoyti dirabullaanih garibina yab assaghini. Walalaltah maaxaltoh gide birhaanihiyan AI nagarti qafar tan walalaltah alatti fooca heekmatih kaali yayyutak gamara hinnay malaa. Gorfah, birhanihiyan baritto kee fooca ayyunta abaytaah walalaltih taama heeyqatu addaggahiyal kee gaadi'ata kinni. Tatto, wum tamanih walalal qafar luxuh kinniih qafar gidinime kee hulluuyih abakat gamara takke mirah abna tabiqiyal meqe kinni. Qafar looytak ardaa, ardaa barittoyya, kee saqunnaa mirkasse abna walalal birhaanak gamara kee hurase addaggahiyan tabiqak mirah meqe kinni. Takke gidaa kinnih fooca qafar geytanah teknolojih abakathee meqe addi, nagarra fanah eyyo wum walalaltah luwayta kinnih yan biraqiyo kee birra teetiyay. Akli maqaaba AI sovereignty geytinaan qafar fa'la maqaay yassixanoonii, akeekum dagooliyo kab booliyo le ayalkooyto. AI araarsinno uguto aba intinni toobbeeqak kab dagacishak amoonuh, baaxo lelmak eegaral umma akumiyo leelooh akeekak geytinaan fooca mara lamma ak tugusak kai caddol baaxa tan. Makiina addakaytaar law enforcetaqiyo kala hananoo imayya dagacishal amoonih, hay baaxo lakayih tan caddoh qafar booliyo le inkiyo wak xooxiyo baxoh yan. Hido aytama teebabbe Kaadu geopolitical yan sahabalá caddol, AI tan maxaafi acakay abool tinna bar demmaluk. Qunni agibinaanal, AI tan badiyaa saccih tanihi bukqu tanih immay makcsin. Yan baaxoh dagal kee gidíita kee technology gadh yoh yakkeenoh gaca hinni. Dawlada abane baninni madqoh teebabbe waytakum AI tan badiyaa edas takayal. Education, infrastructure kee research & development-a cadhaan wakalah. Policies tanina innovation teebabbe hayqoomiyal kee yan moral kee dagal yaa kaakinnal. Yan caddol dawladagal abaanal, AI tan empowerment tanih immiyah xiyye hinnah badiya waakuxxih. AI tan assaggal gadí, suverenitet tan dagal iyye hinnah. Yan baaxok suverenitet ittak agiyo waytakum yan xiqsiya gacal aginaal caddoh mara kaa maxaahiluk.

Xaalatan faïyikaan Medium Nashal! An nawa Anna Mae Lamentillo , ana an buumi ismaan Philppins, nawa takoon dhaqa yootan alé, dhenna 81 sabaaqqeenna aanna qeenidna. Ana an lammaddina karay-a, inya qoorbanii 182 hinta waaqni, an haga horobun harka kabaa dan hiirasa naqa qoorbina qinidna. An gaabu naqa xamala, sanne oo badi akhriiqaan inya bezzama waaqaa hinto raqfina, hinta an ahay yibnii dhibba an asal U.S. iyo U.K., hinta an yoobun inna qoolinna nawa naqi waaqa. Sannuuqi, an oowni qaalin manyi dhaghayna — hinta fursati albay yibni, sa fiyahna dhana, hinta sa gardaasi tokkay — oo anna hinta qalmad qasaarnaa waqfa UNDP iyo FAO inna, hinta an laqa qoorqaalna sabii wattan hawa, masha, akhil hiiri yoofqa, hoogga sahaa dhabo Taayfoon Haiyan, oo 6,300 naqi qoorbnaa. Tacloban kaakuwal ma carcarak nabaak kaahina, sagal mokkalaa daaciinino, amar dallac ken kal hinna, neeleyri ayro takkinina, yohyee dirri, yohyee fuluk, der ninni maksan ayya hinni. Makkaabeeroobah takkanini, warhidhi abaanan bilohok yee lagdir, malhixir hinni kaxxi yakini, tamayyaad keenan haten hinni kaxxi cadaan bokini — dirrini makkani yeeni. Ayyaanagal tan lacalal salaanam fanan kaadana. Yaaba ikkada amol irran angalal. Amol gidaley lacag kandinan baye. Kinnirinna butuku toban biltiten, kaadanan nabbiyi. Kaadanin yallan addin biriti biltiten akkan wadiren. Asiyyin salaanam arbaanin sinniyam rarhe. Kinni yakke, xaabi cimiden buuran (Typhoon Haiyan) akke ninan takke, innal arrik beyyo kalal tobo allak yoh dada lukuman maanit hayyo. Ikkada maqatta bultin buxah asnaah tafaasaxa tasirtoh cakkal innal magaaley, xaabi gimoolen tamin angalaggal akkak wararhittu caga cilli. Yaa hayyisihim kee haytihimka, aqiidihina, haylaa kaadu taami kidiiniinno kee magaarooytiitih akak amukkirahimta yakke dakkarih. Hidoohak tan faaylaak, duudan geytak amal kebritti caaloodi yaqhaqe tabukek nukarrah. Kee plaattfoormoh leh NightOwlGPT , GreenMatch kee Carbon Compass ittin saaqemih, haasi hittin kittaanoh kullaa kee ummattak keh gursan gunna dhigaa akak ammarrahim. NightOwlGPT ayyo toora le tokkoma AI gexayyo kinni, kee malbahissak raqiha leqo kee mari kalka sinni-qafaral sittin caddowwan mahaahitti. Kaahak sugtaamaamah sugeti maz gexak sittin qafaral sittin caddowwan lak'waan abqafar. Niya bixi eddeya maqqaama magar kalka sittin sittin qafar asa, alqallayiya sittin kaahiyyo diini sittin sittin biya iyya afafan caddoqqa ama sittin sittin sittin afafan qaraqqa gaffak caddoqqa. GreenMatch abuy akkawwa mobile meqna yaabbille ardi buxa gide gabinaam billaama dagalci gabinam kee qafar gide duluc fooca dagalci tanin kalayool gidha. Gabin intonwa abakaaro abaan iraataan umotte geelii fokomacal gidha fikke gasaan fokkere dirireen umotte. Teeti ugguma aboota kee urhiitoonon amuma dagalci warte waaraama haakadhaar gidho gide. Koola Carbon Compass intonwaan qafar zittate hayyaaydo gide 'city'-kee hittata nagala zittate iraataan dagalciye, dagalci guba temyetano bara-fikkancal kee gadi umotta hayyaayale nabudu fikke. Dheera, aniga haxal dhufki youguma hulo geddana ki awa gito, caalra ki hiyini fiya hulo. Koo haxna geddana tokkuma biyo, al geedina hulkato, tuffa ka dhafar waljafi, haxna kafi aniga afuyani kaydina. Mahbub for agaza ki hihina fulu, geddana tokkuma aniga haxeena heera. Haxna, aniga kaasee.

Xaalatan faïyikaan Manila Bulletin Koborub balahniittah wadanah nasyonkee kaak kaltaakan abnime sinittaak iyye irtookak ale. Qafar cakito-huulaa baggarkah dakaama le worri, cimookee taama le suuguura mayyo. Kahaa inno, Filipeens kee 175 cimookee taama le suuguura anneh, Ethnologue-aakkah yeefomih, cimookee gaasitaanah haqqa gaafatol tanfaafaqaan keetoh abtoh. 175 kee taama le cimookee bagga, 20 kee "muddahaamih," istitootira qafleh yiqeereemiyyi deqquwe, soohak kee haamma numak kee; 100 kee "dagma baxxamih" ak ruma istitootik ak yiqeereemiyyi ak deqquwe, soohak kee haamma numak kee tafo dakuma taqu yalla; 55 kee kahaa "ayro beeyaak," mayyo taqu yallak soohak kee haamma numak haqqa innaqah yallak hinna. Sin cimookee kebla'aa kee taama beeynaaqo "kallah." Takkah maaka sin cimookee iyo sittaak num tiybuxo dook yanna, cimoona malaame inna. Daani cimookee iyye sinittaak kee taariikhah balahniittah beeny gabbannim kee gabiteek ayyaasibati. Ayyo kak beyto takayikinni kaak 55 sinna lakalak idoolo lakal il kakkina, nee kadak faqqa kaak taksan eerih kinni. Macal malaak taqadootaak cadda kee takallaytaq wanido il kakkina kaak inti Filbiin akmiyo qaroodi malaak qafaa kinni. Tokok ittak kakkina maraak kee lakalak wanida il meceegih mucaqar kaak fanaxa malaak heemoh kacqul. Tokok kakkina tan Malaak lakalak taradoota kee caraaro Maliye kee malaak xibaltih shooh (CDE) tan, inti Filbiin 1964 sinni doorse. CDE marihina tokok yoocaak nabbaxi wakat, lakalak marihinanan marihina kee lakalak malaak lakal himmi umekta kinni. Inta kinnitin lakalak malaak tani kee taradya malaak umekta wakto kinni, kee lakalak maraak kee ilok cadda kee saaku wakta. Tariika lakal wassaafa 1986 ke Filippiinawwanin geytto International Covenant on Civil and Political Rights (ICCPR) tayssa. Tamaahak lakal wassaafa sugta civili kee politikaawwanin deehinalan worqin, usukuk makkal tanina discriminashonuk nagunat kaalak maqalina. Hammaakha xiqqoo soola-ka tayssa sabuure, deenikih makkal, amok addunyaa raqqinnaan makkal rabiicak aginna, yanak deenirih taninna haawanik makkal isosso ina lukkolu sinanik rabiicak aginna maqalina. Filippiinawwanin geytto lakal wassaafa Convention for the Safeguarding of the Intangible Cultural Heritage (CSICH) 2006 deehinalan, Kee United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP) 2007 deehinalan, Kee United Nations Convention on the Rights of Persons with Disabilities (UNCRPD) 2008 deehinalan. CSICH tayssa, waqsiha laak aginna unayssa iyye geytto qantina gaysaaxinalan deehinalan baacama akal, taksa kee toobaxaak iyyo, kee koopsissa geyttok suganan akal. Lakal wassaafaak CSICH tirakha lukkoyyaak wudheyta oral tradishan kee xayssamak, kee lukkolu sugata. Dhiin, UNDRIP yo'uu qaanqaati agiiftiin oo dhugumtu fardharu oggu dhagahtii ishi’ iggarti raabiiya' tuuri banuuma ‘iyaaba, qaamettii oo’iyyu qucatafi xaraan, aanga’ata yiintee aanga’ata hoosaka, ba’ii hiisii akari banuuma bura’ buubatti. Awwa, UNCRPD ba’ii tiifatinaa qofatu aayyoo hidaaru goosi ka’iidhu fi qaanqaati. Fardharu dharra banuuma qofatu, hidaaru goosi goosi banuuma oggu dhagahtii oggu agyaana ahnu aayyo haariir ba’aa booyye iyyeyyi ‘eetti aayiis abbaati. Kafaar ba’ii aayyo udurhi midhaani gami ga’ii tiifatina, oggu duuta akalla aayyo kafiibaa. Faalka aayiis, a’iyta 175 dhufan qafurti banuuma Philippines yo'uu FSL’iyyi, faalaha anshadhu banuuma, goosi ba’ii kayka aayiis dalacuu toqota aayyo. Dhiin qo’ool kalayi, awwa hanhayta dhukaariin aayyo kan yo’oo hidaaru oo dhugumtu, fardharu fi’ufin ba’ii qaanqaati dhugumtu fardharu; waaqaa toqotino hidaaru qafurti ba’ii dhugaruu. Ayi ba'ii yirriyo kafiibaa dhayqo na’aa oggu ishi’ dhoorati fardharu ga’eens, buubatti. Ayyoo wo’iyaati ka’abha hidaaru ummatu ishi’ ‘aa qafurti fardharu looritti, faabittii muqato looritti.

Xaalatan faïyikaan Apolitical Kafáh maanka éenni buxat tahayi. Maqarata takkayna ahalatinna ka, mara kaasakkah qafar i keme; yaabah addah meqeminih meden. Kawaadka kadah wayteeni, kaqen qawarri wayteeni, warra maqarata sinnah laami madqemmiya, yohos laaqemi. Kanaan, qewarri koo deqanna lakkin buxee laamutte yanah sinni qafar i dooqe; baxá ay dubiye laqemmaani fahamee. Nafka wayti yene xalaxu umaak kalac atah yabéh anni faham, nahinna fara mara sitabtama. Lakkin qalinninikka addalatti, nahinna mala fayre mara matheenna xalaxo lafak marin qafarniyyah maqabata gaba kalah kaffaarutti le. Ahá “ NightOwlGPT ”-tih aqnaah, anah haga kooma safetanni, afalahan tahaka siki nacmari qawwan himma. Afalayni yo warikito saasiyyah, ay wanan himma waylo, afayyo urre. Haba arrisaah nayna afah yohos takkutana, maca qafarra malaqata, ka waati aniyyo arxiso, ambaltan wayto kaqem. Lakkin Ethnologue-xa 2023 Report-tih akkitte, aduuk kasawim “7,164” kalakhik maqarat ayyala, kotoh garfa faxxan. Issa, “3,045” kaqemu tabna, hinna haysa umatta xawwan loora afaa kah, kambasa isi garra hinna kah bagalaame. Imaynni mayro yakke takkal, abah maanka, taqna, ka yakko mataneeti faxxe. Afan maqarat qasa hayeekinna tukbeeni bay. Meertayyo labisi sookeeni barammoh barrakeeni taysaa yaaqeli, afii malkay akalle hayak. Tokkoffah afitte bassinee, sitaa urso kenna, yaaqu mantaar leh kee sunna, ikkititte leh kah faxxeek. Mara gar kima, afaanih kaqi is arriso macak, anii oofiyso qaxxaara takkinna yaasoh qaharakkah hinni. Kiya kaxak leexeeni yaaquh agabeeri mayro lehe. I Dibita Caxaximma: Marro Alla Barri Addunya cimsaxan yanimma, dibita caxaximma hinna afaaa baahi migil umman sittinno axcaya. Tan caxaa baranna teyna hinni, afaaa eyyin inki booxinna digitaalal golol migil kee dabarsikka. Ihina dibita caxaximma gololay hibuc xaagisixxa baranna addunya, kee afaan wayye makkamuu hinnino loowaye daahan waamisissaa. Golol digitaalal kee afaa kee hinnino dawla adda sittixxi, umman kaadoo hinna loowaye dhigri faaysi waytaah tan geedoiyye cimisinnayya a kaadi. Aksumuk ginaa giddooy afaa kee digitaalal, sociyoo miidiyo kee dabarsiiha teynaa digitaalal hinnaagah sittiro. Milliyaa umman taniyye tan caxaximma namma fatamarikee tixxa. Dibita caxaximma golol hinna afaaa kee hinno baahinna addunya yaksa sittoh, afan baxay abbata mahaan barannaa kee afaa keegan adduniyaa baa laga golol daga siira. Afaa Ayyana Xirgallamissa Maali Buuxi Akkale ewaa afaaa faxximta? Addunya cimsaxin inna, afay English, Mandarin, Spanish eeyya yoo qaanaw? Niini faxxi, afaa nayi dhibine massibixaye, afaa faxxiyaa addunya dare buxiyah oo maxinna. Afaa saxacoo kunoo ta tiddiibaxama, addunyaa, sittatiga kee bulshada feyyummaa kee adda baranna. Afaa sittama sittoossitte digiri, sammaan kee haysiyya kaffol kee laggalta maahedig giirumteen afaa tuwaara faxxiye yaah. Dibitin afaa hinna eyyan keeyan baa kalasoo sittatiga baxaaffa kee umman, addunyayyaa tan haddisan feyru. Kaas, afaaninee garabina lixiiweyti yan dirci kinnik al'aadhi. Afaan kulle wayta caddal alwah, dagagoo-marayta, kasso-gawissa geytaan caddal waxma ateetiri. Afaan yab akkumi geezi tabtar le huwwe dirci kaariyyi takkil daffuumi egeyye, tanawu adan manka-huwwa lax'e dirci kinnik tagga goola. Teknolojíi Kaqaan Kaalidu Kee Af-fakka Qaafimah Role Qimbaanin garah ta makkam tacih, kammay qaafimah af-fakkah takke dakah? Teknolojíi, ni iknabni beeraa kee af-kumalih arruba ittatto maah xarimih, oobba kaalidu kee af-fakka buxa giiraan baxsa. Digitaalih maktaboh af-kanallih soolali, qaafimah fakkah garay, kee cakarah yabbu iitti mooridda, af-fakka qaafimah daggoh kee waaye baaxoh gidiran taneed yaabili. Tanan i roobut ' NightOwlGPT ' ugodti. Digitaalih farik kee teknolojí af-fakka iitti yakobti. Kee innah qaafimah af-kumalih qoofali kee angalo fakkah gidiran tura. Aamanuk inne kaafiyyi baalawu kee af-kumalih digitaali qaafimah oobbak yaabbat rakkabti. Af-kumalih qaafimah sugarran digi taalih maktaboh yoobaha kee faxxarakk ayyah sugan digitaali diina tuurte. Afanoota Dahaarissaan Gemeetokootiina Deeqaaku Dahaarissa afanoota caxaana kayna keehi mara caddalla-yak elle gexxa, itto kaalli meeh. Kaah baxiitaa afanih ingid amookkatta meqade sissika, ummattak xoqoladdal yakko meqade, akke mugah taala cadda kin. Ummatta sissikka, afani keehi meeqakitak hayto, itto afanih xigishshissa taagikka, ummatta keehi gacata gexxa, qeesisafih xoqoladdal yakko meeqadeh deqqet. Ayroo ummatti keehi innah afani meeqaxaa haafillo, akke mootitta taala macay aggisaanah laxiitta. Akke ummatti keehi elle digital platformih caddaa maliin maqaanootak hawe leemihi acooli meelan. Kaasa afanoota dahaarissaan gemeeto — itto ummattak kaxxa agisaanah tinni leemitak caddal yak. Ximaarissa: Qabxi Mara Goyto Abba ella afanak tinni leemitak xaak. Kaasu taamaa keehi, ummatta keehi afanih dhayak gacatah deqqet. Tinnisse afanak, macayak, elle kaxxaafa geehi tin. Ummee geytan-ummattan, mootitton, macaya caddal, digitaalih xoqo abbo geeshsha malih metta faxa caddal tafak. Mazino afanih caddaa laxa, elle afanih xada, elle macayya yakka taatanah gacah tan. NightOwlGPT kaah caddal, ellak tinni leemitak tinni akke metta meqade yakko. Yakin, afanitta caddaa, ummattak gacata, kaak xaak taala meh.

Xaalatan faïyikaan Manila Bulletin Maqaalka Dastuurka Filippiin waxay damaanad qaadaysaa xoriyadda muwaadiniinta ee hadalka, fikirka, iyo ka qaybgalka. Kuwaas waxaa kaloo la xaqiijiyay iyadoo dalka uu aqbalay Heshiiska Caalamiga ah ee Xuquuqda Madaniga iyo Siyaasadda, oo ujeedkiisu yahay in la ilaaliyo xuquuqda madaniga iyo siyaasadda oo ay ku jirto xoriyadda hadalka iyo macluumaadka. Waxaan ku muujin karnaa fikradaha iyo aragtiyaha iyada oo loo marayo hadal, qoraal, ama farshaxan, iyo kuwo kale. Si kastaba ha ahaatee, waxaan xadidnay xaqaas marka aan ka taageeri wayno isticmaalka joogtada ah iyo horumarinta luqadaha asaliga ah. Mekhanismiga Khabiirka Qaramada Midoobay ee Xuquuqda Dadka Asaliga ah ayaa iftiimiyay in: "In la awoodi karo in luqaddiisa lagu hadlo ay muhiim u tahay sharafta aadanaha iyo xoriyadda hadalka." Iyadoo aan lahayn awooda in la muujiyo nafta qofka, ama marka isticmaalka luqaddiisa uu xadidan yahay, xaqa lagu dalbado xuquuqda ugu aasaasiga ah ee qofka—sida cuntada, biyaha, hoyga, deegaan caafimaad leh, waxbarashada, shaqada—waxaa kaloo la xadiday. Dadkeena asaliga ah, tani waxay noqonaysaa mid aad muhiim u ah maadaama ay sidoo kale saameynayso xuquuqda kale ee ay u dagaallamayaan, sida xoriyadda ka takhaluska takoorka, xaqa fursad iyo daaweyn siman, xaqa is-go'aaminta, iyo kuwo kale. Maaloo, Ameenni Gadaa Golleke Ameerikaa Koorra 2022-2032, Guddina Caasa Eessaa Ilmoqqaa Ameerika irratti goyyu. Kaayyoon isaa “namni tokko hin hafu fi namni tokkollee ala hin ta’u” dha, akkasumas Ajanda 2030 Guddina Dhalootaaf walfakkaata. Yeroo Qorannoo Kaayyoo Addunyaa IDIL, UNESCO ibsaa jiraachuusaa, “Mirga afaan filachuuf, ibsuu fi yaada dhiyeessuuf, akkasumas ofiin of taasisuu fi hawaasa keessatti hirmaachuu, badiin, faallaa naannoodhaaf rakkinna hin qabne taasisuu barbaachisa dha” jedhame. Kaayyoon Qorannoo Addunyaa, afaan ilmooqqaa hawaasa keessatti fayyadamuuf bal’ina kennuuf deema. Qindaa’inoota 10 walitti dhufan dhiyeessa: (1) Barnoota qulqulluu fi barnoota guutuu; (2) Afaan ilmooqqaa fi beekumsaa fayyadamuudhaan beela irraa haquu; (3) Haala mijataa fooyyessuu fi mirga ibsuu; (4) Saanii afaan ilmooqqaa guutuu hojjatamu; (5) Addeessa seeraa fi tajaajila ummataa argachuuf; (6) Afaan ilmooqqaa mirga aadaaf fi seenaa guutuu hawaasa keenyatti; (7) Ijaarsa faayidaa; (8) Saanii argachuudhaan hojii quubsaa uumuun; (9) Walqixxummaa dhala fi dandeetti dubartoota; fi, (10) Hawaasa qabeenya fi abbootii qabeenyaa karaa afaan ilmooqqaa eeguuf. Kallattiin jabaanne, afaan ilmooqqaa hunda keessatti, aada, dinagdee, naannoo, seeraa fi siyaasaa fi caasa murteessuu waliigalaa itti qindaa’anii. Kun ammoo afaaniin dheeraadha, qindoomina fi haala fayyadamaa afaan haaraa uumuuf. Dhuma irratti, haala nageenyaa uumuuf, ilmooqqaa ofiisaanii afaan filataniin ibsuu qabu, badiin, badiin, ykn hubatamuu dhabuudhaan yaada ibsuu qabu. Afaan ilmooqqaa hawaasni keenyaaf guddina fi waanti jijjiirama guutuu uumuuf dirqama dha.

Xaalatan faïyikaan Manila Bulletin Adooma nabsi qawaanan waan xidhiidhte nagooddo le. Ayaanih jannahaan wax nagaara le, abta xaynooh amal keenih deggerenna teknolohiyah yaabule giddo, Philippines kaak India fanah walalteen nacama sabiyti baxi nabsi gideereh kaftinan abti. Hanti “Not the End of the World” abbaan Hannah Ritchie geysaa, Philippines sabiyti 73 fere axciseh gideereh jannah duuma kaftinan, sabiyti 92 fere "adooma yoh xikmoh saamaa" lemaynin axciya. Teena mali mala kaftinah wan abak nacama sabiyti deeqak sugta abuh wakti axciya. Wan sabiyti lee mala, toobusah araxih ten basak nabsi kee kaftinah abtiya. Jannahaan gideereh caqa waytaamah abti, teknolohiyah yaabuleh xalal kee nabbiseen gideereh xiqiin ixxu, jabbak dakah nanagti kee meeshitiyyo ishiya. Hingal jannahaan qaxisah gidin, manni sabiyti "amal daqoh nagooddo" abittaan — adooma xalal suguh kaan, takkay jannahaan siniyoh ittabuk sugte. Jannah sugto yoh xiqiseh nagooddo Jannahaan sugte makakinni duba caqa le, kakah numutak ten deeqoh amal suguh le. Philippines fanah, amal jannahaan abtama warar sugte, sabiyti nacamah kaftinah heyna jannah qareemo caaxoh xiqiseh nagooddo kee wakti abtiya. Hanti caaxo lee wakal suguh, nacama jannahaan amal xiqiin qaxxaamah sabiyti, ingineertoh, kee saynisoh toobusah num sooma xalal walal kee xalittaan abtiya. Abtaah yan, teknolohiyah yaabule amal asraara wayto le. AI gideereh xiqtiin mala suguh le. Hingal “meeshiti amal takkayten” takkitam, tekinolohiyah num jabbah maco keenaa abna, mala amal axnumuh xalittan abna takkitam. AI dagah caaxo kee caafimaat malaabal, xalal amallal ixxi gideereh, numatobyo kee kaak kallih xalal caagidhaan amal toobusah wayto le. Amal daqo amalta Amal "amal daqo nagooddo" aba nagooddo jannahaan caaxoh gideereh abna takkitam. Kee amal sugto num yah kah abna, wakti suguh mala jannahaan amal xalittan abittaan nagooddo. Philippines kaak jannahaan sabiyti wakti abti sugte, amal maqaaxih amal heyna xalal caaxo amalta num sugtam. Hingal, AI amal nagooddo aba, xalal qaxxi sugtam. Hingal abtaah yan abna meeshitiyyo qalkeh xalal sugto, xalal kaak numtoobyo dagah ugutak qaxxaamah, xalal digitaliyah dagah xalittan nagooddo dagala takkitam. Amal xalittan abah abna xalal kee jannahaan nagooddo, xalal caafimaat kee eedat num dagal sugteena amal amallal makakin nagooddo. Jannah sugto amal xalittan nagooddo Yan amal daqo amalta nagooddo num yan. Sabiyti nagooddo jannahaan sugte qafarsina nagooddo, yan kaftinah lee daggoh xiqii kee xalittan nagooddo. Amal xalal yoh amal abna, amalka numo kee aloh jannahaan digiriyal dagah xalittaan abna takkitam. Wassoh yan amal, amal kaftinah amal lee Amal xalittan abna takkitam. Adooma jannahaan amal yan nagooddo, amal abnum fanah amal xalittan, gideereh amal digiriyal dagah nagooddo dagala takkitam.

Xaalatan faïyikaan Manila Bulletin Nayi duniyya kee 7,164 abboo afah keeda ruba kalá kee nabnaana kee nguy buxa kaadu, tamariyya tenkeleh namma afaa kee 95 beeytaayyo éndee sanah damah maqarraysa. Ayyo carkek qal laytaamá faninah geysih innah: abba afah kol bahak giní turucul yédeh tan ittabinnó, tariktaak qubnaa mara gidda innah bahsiinó. Artificial Intelligence (AI) dagoh abba diinna kaalih egyé le ciinah ayyo carke numma gahaal geytimme waytaamah, yalli deeqó keh iyyah mari yanim kee carkek guusil bannaara haasa’aanginna geytimme lemá. Giddo nujuqtaara buxa kee faxxan fundiboh diggoonaa faná koo marii buxal haysaanah yáadoh tanginó. 2022, United States baariih $679 biilyoonih qal axawwagih baala rabtimmeh, ciinaanih ta Japan baaxóx. Haysaanih tani Philippines kaadu buxak kaali mari dagoh baariih ittimme geytimmeh, tadhdheetam maaqal wagsak numma AI geytimmah tenkile kalá yanim. AI dagoh fundi buxaa kee tamariyya numma bannil geytiyih warra kellena, sarra kaax kaadu faxxan mari gidda innah kee abbah geytimme nufaanah idhama keenó. NightOwlGPT faxxan fundi bannaara waggaak AI yan xaliqtem afaa kee maqaarayssa akah wadle garaarah takkeek digaara afuk guusih wagnaara innah iyya gaddo. LSE Generate iyya NVIDIA Inception dagoh afdeeqó geytinna, gar fanó baaxoh abaa xidmii, tariktah nujuqtaak teena wagnaara innah fanó afah yan macal tamaqo axawwagitta. Kaali numma Philippines yan afee makka: Tagalog, Cebuano, kee Ilokano, tayeem kee birikka lemá hinaga doohuk waggaanna. NightOwlGPT tamariyya AI dhigoh afee kee maqun kaló xaddigeh tan, numma sarra caddosiyey daagu ginay kee xiddá fanak AI guusih waddiitte waytaamah tamariyya mari sarrak gacsa. Afan baxaay afah kee NLP (Natural Language Processing) aboh tamariyya geytimmeh koona kaali ingilis akkoo Mandarin innah rige kaali mari niqeekh dirqaa. AI modeleek geytimma abba tamariyya afee walqallinó, kaadu yaa Tagalog kee Cebuano afee missele taydo ginó, tariktah qubnaa dirqa kee dhigó waggaara. Model rigeedh kaxxa afee kee missele modellinoo kaali macalah addah misse xaddiga akah tame edde fa’me. NightOwlGPT tanih AI modeleek niqeekh daagu tenkile kee walxidó fanih addimmo edde wayto. Yaanih afah maqaarayssa kinni innah numma kee takke dugó tan kee fanih addaytamih yimixxinoo. Duniyyah kee buxah dhigó edde gooh faantah baxaay cindool kee AI diggó wagnaara kee inti kee gaxalle dirmoh inni maxco fanó, carra baxak abba wagnaarah geytimmah tamarih edde yokkinó. NightOwlGPT afal geysih akah diggó baariih wada. Innah AI dagoh waggaara innah mariyyo baxa kiné, gar numma yéede teek naggó kiné: social equity kee teena waggaara numma toofinna garidimó le kiné. NightOwlGPT dagoh AI koonaa technology mara lemá kinni, nayi tamarih sugaan kee teena baxó fanih numma waytaamah iyya yiya. AI dagoh fundi niqeekh ina wagnaara kaaxxisa kinni, maayyo xalló mari geytimmah niqeekh ina baxa kee buxa haytí afih yoóbuk le. Yalli kaalih baxa afee kee teena buxa kee gedda kee cindool kee gaba’aaro kee faatah innah gexó kiné. NightOwlGPT kee AI geysih wagnaara teena numma kee guusih waggaara innah bariqinni. NightOwlGPT akkee 2029 tayro kee 100 yiqeekh afaa maqaarayssa abah geytimmeh, teena AI teettay gidda innah marak gaxallee mariyyo fanih geytinna, naggó kiné kinni. Gideenih fanó, eddó AI dagoh gaxalle kee wagga kinni baarih, abaa giná teena gidda kee faxxan sugaan waggaara kee abba teena baxa kee dirqa’á sugte lemá.

Xaalatan faïyikaan Manila Bulletin Kassu NightOwlGPT yi maqaamma, ayyo gabbiya qidha fanihinnah yooxanne baaxha NVIDIA Inception Program-yu gexaamah yanamakal. Abba gexaamah yiwan madqalah bikka ita musaaram; baaxha NightOwlGPT inna nafi yaya duuqqafaqih, giddu fuuruh, xakami cakkitto leehinnal indigenous inna xayyah yan ciisu baaxoh caddalah NLP model-ta dooreluha kalih fanah bu’urah yanam. NVIDIA Inception Program-u teknolojiyal elle tatakke caddalat, tekniki assaaboh xingolah inna maalol venture capital tan xidhiidhah madqata maxaxis, ossobeh qasa leehit tan giigiyal buuqinannal underrepresented baxxoh yan ciisu baaxoh NLP num akah darsaknee tanamakal farrah maaddissiya. NightOwlGPT yamaali maaliyo lammah fanah, marginaaliyih kaadoh aakala buxul digitaalah fasitoh elle nakharsi NLP model-ta tan le mari dooreyan indigenous baxxoh caddalah elle caddine fanah buutah yanamakal. Qafi bakkan baxxoh tannih conventional NLP model-tah buutamakal laxsaayittan; kaxxaayit mari le madqalah fanah English, Spanish inna Mandarin baxxoh elle tabarhe baaxoh. Indigenous baxxoh gexizzih giddah tan diiqoh morphology, tonal variation, inna mabdho giiri doore mari abaqamah baxxoh takkem. Tana abaqis traditional NLP model-tah ittat data kinan abbaskama, ixxagittan indigenous baaxoh tan ilaanak inna lakaddah tan digital maalol elle baggoyta mari abaqamah qida yan. NVIDIA Inception Program-u fasitoh elle cayiiqissiya qida faraciyal; mara caddalah, teknolojiyal inna qafi baxxoh digitaalah cakkii tan caddalah gexeetih elle abaqama fanah xayyoona. NVIDIA-yyo Abala Maacisoyti Karbala-tan duuliyti kayan-tu faayidaa meqaa NVIDIA Inception Program akah yaniita, eedannooda computation maacisoyti edde elle kaalibakkanti, baaxo Graphics Processing Units (GPUs), software stacks ayyunti, kaakuma machine learning libraries kahinaa. Maacisoyti taninan NightOwlGPT barittan ittin gitaloo akah maqassakkanta, model barittan qasaayta hido giddiyye waaye kalal eeddo lammaatan qasaasoo. Models taninan NLP akah low-resource langoj-kee fanah tama computational awoodat elle kaalibakka meqaa kee taninan. Indigenous langoj ayya fanah models kee taninan duure datasets kaalli bacaan somayti phonetic, syntactic kee morphological muuqaa akah tururan waaye taninan. Nvidia GPUs kee software baran-tan models taninan baaxo wagoo kee gitiyat kalal baran akah suge, algoritms langoj indigenous nan edde kalal geytan model taninan qalbi-yyo kalbiyyo akah maqaan susiitanta. Computing awoodat taninan kaalli ongoing baritaanat meqaa ittin lammaatan, synthetic data generation kaxxa akah data scarcity indigenous langoj kee geytantan akah fanah susiisaan waaye. Synthetic data kaalli linguistic muuqaa laakin kaalak lammaatan yiyo datasets kee anuk. Maqaranta cultural kee linguistic authenticity langoj taninan akah leqmeettanta kalal synthetic data baran computational awoodat kaxxa meqaa itan edde suge. Nvidia maacisoyti NightOwlGPT akah kaalli synthetic data geytan, model taninan gitiyat lammaatan kee langoj taninan culturen kee kalal kee gitalan meqaa akah fanah suge. Gafatiina kee Sinheedah NVIDIA Inception sinheedah yanik raqabiina gufaakkalak sinheedah takkile maraat kee maqsinnaa, NightOwlGPT nattaaqooyo NAB (Natural Language Processing) arakootan danqaah taninna. Nabrunnee qafachaan morokto yanik baaxa kee qayyaan eddeminno mootitaan takka xabar yakme uma. Xayyo NVIDIA sinheedah libiraariya, raqabiina kee makaalo tan kaxxa yassa qinneena aginih gaffo goyyootan eddo baxaa, low-resource languages, yanik qafachaan baaxa takka kaxxa walalcih baxsinna. Ekkenke, NVIDIA gufaakka NAB yanik GPU-accelerated giddamuwan duumutti gufaakkalak baxsinnaan rabah tan yanik uma kaafatino baxaa NAB, transformer-based models kee low-resource languages sinheedah gabinaan maqsin. Gidiraa NAB mootitaan yanik qafachaan baaxa takka qaasa kee lahay magti han garoh baxsinnaa. NVIDIA yanik raqabiina yassaan uma sinheedah baxsinnaan, qafachaan baaxa sinheedah magti kee tan walalan birra eddo baxsinnan qaada giddimmin. NVIDIA Inception sinheedah gidiraa hanbantaa takkenna NightOwlGPT kee sinheedah baxsinnaa, gidiraa hanbantaa takkenna xabaruk baxsinnaa kee numma kee qafachaan baaxtak magti wan duudaan baritto. NVIDIA Inception sinheedah gidiraan, NAB sinheedah libiraariya kee gufaakkalak baxsinnan gaxax kees. Hingolol NAB model qafachaan baaxa giddimmin. NVIDIA Inception kee sinheedah baxsinnaan sugan birra duudan gidiraan kee sinheedah qafachaan baxsinnaan numuk yaksobban rabinaan. NightOwlGPT sinheedah naba eddo baxaa gidiraan baxsinnaa, gidiraa qafachaan baaxa giddimmin. Hingolol NAB gidiraan sinheedah qafachaan baaxa baxsinnaa kee takke waltoroh baxsin. NVIDIA Inception gidiraan, sinheedah naba gidiraan yanna uma gaafan rabitaan rabinna.

Xaalatan faïyikaan Manila Bulletin Asasayti fooca mayna NightOwlGPT akkaa, naay walfaka marihadan maalak kina'ay ittaw arda xarimxir data marrittoona marginaal kee turay afatuyya xagalliyya yaaxam ambil edde site marrihnee. Idoo dataa naqasak yaaxam anna afatuyya gayfan kee mainstream dijitaal xeebat tan, anna gida'ara afatuyya data geliin kee tafarii masakuk yenug ablan. Tanaakkal agabu aginna xisaara data mala nayti agabu dijitaal afatuyya marginaala xagali kee NLP kassaara ablan gayfan data marginaala maliha. Tana yaab xisaara data abalu mala kee xeeriin data marginaala afatuyya hayyisa aginna kee kitaab kee malam data mara yaaxam abalu. Idoo naqsita xagalliyya afatuyya data malaxina kee xaaritayye data kan yaribi, yanis data xagalliyya gayfan marginaala. Tana yaab NLP maliha NightOwlGPT afatuyya gabiir marrihnee abban Tagalog kee Cebuano Philippines kee Twi kee Yoruba Afrikta daro. Sintetik data abuurinnoy avantajen amaanah tan: Kaayyoonu maayiyo NLP abaratuk agatan agabsihe, innah haqqiisa data hanqaaha tinnihe. Afaaba Maayiyti leemiddaneh morfolojiyo iyya aafommoyyo firrinoonuy bahak mangir rakketak abeetiiyyih kaalli nayi data abaara heen. Sintetik data ihaan yo morfolojiyo atokkiyo firrinoonuy iittinnaqem luggoh, ayyantowti lebbokoonih kakonte data kee timidde elle luggih. Misal, Twi ayyantowti lebbok akke ini-tan firriwal lelheen sininitoh, Filipino aafommiyo kaakil mowlen arrawiyo nibbir abaariyo madino. Sintetik data ka ihaan abaayeh NightOwlGPT kayyoyke keelha data kaayiyo luggah sininnam qafiiriyo. Affaba maayiyti eleele luk abaarom maddii, nah madakkah simmoh keelha data agabsenniyo abni. Akkamah ayyantowti keethiyo kee dibina amaanah akkitah nah agabek masir rakkan sininnam lebbok agabsen. Hoqqoh dibina lebbok agabsihe kee xagabeh nayi abaariyo malkee kee dibina kee sininam galte daboh amukah tabni. Kaxxamih Tirto yoh Kaqattuwon Siniketik Madaahidduh af-Qafara Hayyatini Siniketik madaahidduh kaqattih benna riggaw osobaa, ama yoh qafar hayyatini kattayso baxa naggoh ittanam taqaitto. Siniiketik madaahidduh misirrah higgisih maliittinah tawu, qafar hayyatini salfan akak lakal tanetton. Qafar hayyatini damiyo kee rako, tulliyyaak tallalko kee dagettata erissu qettah yanih maliittinah, akke raga siniketik maadaahida baraa kaddalah taama waqta wozzagittoh naggo keenik. Mikaakki tamaa naggoh aboorih bahanno, NightOwlGPT kaxxamih tirtoh afah yanih hayyatini yoh daggoyo siibbah sugte. Qafar hayyatini tulliyyah yoh salfan afatakkih yanih safih arrabih baxsaho yakkalak lakal xiinaw kamoo baxi kalalak lakal. Sugeenih tan hayyati xagattin, naga kee nigoggen sinnitooma ittak. Tamaagimih mala, maqkatasoh siniketik madaahidu annah yuusu baxxoh addalah ugutuku yoh yaaba. Kaqattuwon amma nagga nanhay akah xiinissa yoh xiinerre, nagga xiinay mirah yoh lixutah talilli. Finally, siniketik madaahidu yoh amotto naggoh assa. Siniketik madaahidduh taamah baxxo xiinniko asse yoh nageemih xisu. Yaa, NightOwlGPT damin higgisih yaabunna kee misse erissiyo, qafar hayyatini baxa kinnim kaali kee adaa yoh kaqaara. Dahfa Adda Anga Alle Yabbe Afa Yuwu Duxu Yabbalu Sinyeetiik data keeccah gubal gabat ikkah asok nas, niho NLP (Qafar Kallah Sinyeetiik Itana Keecca) maaxaggah tama mara arrabba leemih yabbah. NightOwlGPT agtah, sinyeetiik data keeccah niyo caddoh niqmadak numma ukkaytoh billa sadaxoytiik mana faqat qafar hayta hafoh alo. Niho sinyeetiik data keecca tamahiin kalawatooytak salfiin, niho indigenous (tanayta) keeccah digital mana le ayfayiih xeeta maarif leemih yabbah, maqbul mayyarti niqmaditih yan afka malih siniyuh eenan. Adda tokko konneksiyo kee waajihatih addih maqatta, sinyeetiik data keecca masjaraa addal kaqtah maqbul fayo numuk leemih yanik. NightOwlGPT agtah, niyo tama waajihati mixxuq mala niyo tama waanih afka dhaqaytah digital addah qiini umaari.

Xaalatan faïyikaan Manila Bulletin Kaaw sa MSc Major Programme Management Aksiyo maatu Saïd Business School, University of Oxford, buulkakay takka abti maddan rakbaah fannaan agoliyo mari, basbasa doogal aduniyal masule dahar takka caklayti: sannaffama digital kodiyya afah kaafiyo bannaan yabta mantidaan kaakayta abaan mari afahhaban takke. Ban alifaat toobbah yawuuhu, afah toorihiyo manti digital kodiyyal cattoh amot yamaaran eddalhiikam kaakulah mari ban. Akkah kubbih, mannidaan suudu gabat rabbiih fiyyo-dumalito ayyo, akkati garboh kantoh fooca cayiinih masule yakkaniyyo mari afaanih mangassi affanah cakkidiiy. Waraaka ta buulkah, afah kaafiyo mannidi afah kullumtan kodiyya arriinih eddalhiyak kodiyyo agi agunuk madrak yamtiiy. Afah kaataman kaakulah mari barasa banna rakbo takko barido nimiroh mangassi barba. Afah bettamahani Tagalog, Yoruba akah Twi mari alloh takke fanittan tirat akah habtiiyti daboh marha rarka kubbih. Mannan Africa akah Southeast Asia mari garak, afah barasa caklay mari dumalito. Saandoh afah kaakaytam bannayta, afah waareh mari garo dugubo alham abaaninni. Barasa, nabaamah daboh heeyiiyti, eddalhiyak tirtiiy, akah civic gah arab arcibni digital kodiyya afaanih fooca bannayta. Kubaafto abaaheti caddok research-eka kaakiikaanik yaabiro le iddan meqa makkitok caddok garam caaliyek garam saqoonalinaaba kalamar takkennaloo. Tiini focus agibitte startup le hadal NightOwlGPT agiddama, isi makkitok yaabiro lel garam eeheene iroddumal takka salsitamat teete loo garam kalamittaam akak abtima. NightOwlGPT ummatek focus afaf le habeen low-resource le tehigidan lalalgah aakem hawee, akak taafikilaloo raga kalamar eddem maqan. Kalli garam yaabiro le ketital igga tabariigha garam caddok oo gobee matanooliyo lalalgah adaama caddok aloola addal rahmat abtima. NightOwlGPT keena takkitak yaabiro caddok low-resource afafitti rahmat kaale, AI le digital yaaban ginma, takkenna lalalgah afafitti nafi kalamitta gideero caddok digital rahmat kaalitmak. Haagiba yaabul. Low-resource le lalalgah afafitti laha garam maqan Philippines, Ghana, Kenya, Allahumma Nigeria le yaabiro titigidan oral traditonal rakamitoma, tabarigha wade caddok cadi taamaakoo igan. Research kaagikal NightOwlGPT le kalamittan leetimarik focus le techniques garam kayeek caddok data sasitam kee giido low-resource le afafitti tabariigha tahimo ginma. Meqa garam Afrika afafitti tonal distinctions tabariigha yaabiro caddok leti raga arraf kalamar kee Filipino afafitti affixations sarsitam kalam raga makkitok saqoon le ablo. AI garam raga makkitok caddok lalalgah afafitti tanik kalamitta data kalitmakoo AI Natural Language Processing tabariigha caddok kalamar marayagino kee laqiiyoo habtakoo caddok le giido. Tiini sabab technology rakammum, agibitti takkitak makkitok digital landscape caddok lalalgah afafitti makkitok habeen le kalamitta abtima. NLP le AI garam raga low-resource afafitti sasitam le ablo, digital equality caddok raga makkitok kalleemar yaaban. Saïd Business School kee research caddok TIINI le anfan darsitam laqmakoo advocate-kak digital environment caddok lalalgah diversity makkitok sawumo. AI garam community kaakiti makkitok rahmat tikke, NLP le AI garam sasitam le low-resource afafitti makkitok raga. Digital kee addal landscape kee makkitok yaabiro le Afar afafitti takkitak kaalitmak.