Sɛ ɔsɛnsɛnfoɔ wɔ MSc Major Programme Management wɔ Saïd Business School, University of Oxford, me nsɛm ho dwuma bɛyɛ ho dwene ɔhaw kɛse bi ho wɔ berɛ a ɛyɛ digitalsɛm ho: sɛnea yɛbɛsɔ ɛkwan a ɛda nsɛm foforɔ a ɛyɛ den wɔ digital ho so nkɔ abɔnten, nam sɛ yɛbɛyɛ natural language processing (NLP) ho nyansafoɔ wɔ nsɛm a wɔde yɛ adwuma ka sɛ ɛyɛ den wɔ digital nsɛm ho, na ɛwɔ nsɛm foforɔ wɔ hɔ a ɛyɛ ɔban nso. Wɔ nsɛm foforɔ ho, ɛyɛ ɔban sɛ wɔbɛnya ɔsom wɔ wɔn ankasa kasa ho wɔ digital nsɛm ho, nanso ɛyɛ mpɔtam nsɛm a wɔnnnya nsɛm foforɔ ho a ɛyɛ nokorɛ. Saa ɔhaw yi ka ɔhaw wɔ ɔman ho na ɛka ɔkwan foforɔ a ɛyɛ ɔsom wɔ nyansahuɛ ne nsɛm foforɔ wɔ digital adwuma ho.
Nsɛm foforɔ a ɛyɛ den wɔ ɔman ho a ɛyɛ digital yɛ nea ɛyɛ ɔban wɔ nsɛm foforɔ, sɛ Tagalog, Yoruba ne Twi, wɔ ɔman ho nsɛm a ɛyɛ ɔsom. Nsɛm foforɔ a ɛyɛ nkɔsoɔ, ɛnso ɛda ɔhaw wɔ nsɛm foforɔ ho wɔ digital. Nsɛm foforɔ a ɛyɛ den wɔ ɔman ho nsɛm yɛ nea ɛka ɔkwan a ɛyɛ digital wɔ ɔman ho. Wɔn a wɔwɔ ɔhaw yi wɔ wɔn kasa mu no ka sɛ wɔnnnya ɔban wɔ ɔman a ɛyɛ ɔsom wɔ yɛn ho yɛyɛ a ɛyɛ ɔban wɔ ɔkwan a ɛyɛ ɔman ho nsɛm foforɔ wɔ digital dwumadiɛ ho.
Ɔsɛsoɔ kɛse wɔ m'ahoɔdenbɔ ho nsɛnhyɛmu bɛyɛ ɔsɛsoɔ wɔ nsɛnhyɛsoɔ sɛnea wɔbɛyɛ ɔkyerɛma wɔ nyansafoɔ a ɛyɛ Artificial Intelligence (AI) ho sɛ ɛbɛyɛ n'adwuma na ɛdi dwuma wɔ ɔkasa ne data ho ɔhaw a ɛyɛ ɔman no ara ho nkanyanmu ho. Saa nsɛnhyɛsoɔ yi yɛ nea ɛda yɛn startup, NightOwlGPT, ho nsɛm so, a ɛyɛ amanneɛ na ɛyɛ adwuma wɔ ɔkasa a wɔyɛ wɔn ho akyɛnfoɔ ho. NightOwlGPT dwumadiɛ no fii ase wɔ Philippines, fa Tagalog ne Cebuano kasa so, na mpɛn ɔman a wɔwɔ Afrika ho nso ho. Ɛde sɛ ɛhyɛ ɔkasa ho banbɔ ne ho yɛn ho yɛyɛ asehyɛma. Nam adwuma a ɛyɛ wɔ ɔkasa a ɛyɛ nkutoo so a wɔnsɔ ɛso no, NightOwlGPT kyerɛ sɛnea AI betumi afa ɔman ne wɔn ho bɛyɛ nsɛm kɛse wɔ wɔn ankasa ɔkasa mu ne wɔn ho nsɛm so, na ɛde ɔsɔnkɔfa kɛse wɔ ɔman ho sikasɛm ne man ho nkɔsoɔ mu a wɔyɛ wɔn ho akyɛnfoɔ.
Nsɛm no yɛ kɛse. Amanfoɔ a wɔka nsɛm a wɔn ho nkɔsoɔ yɛ nkɔkoraa, a ɛka mpempem pii wɔ Philippines, Ghana, Kenya, ne Nigeria ho no, dɔɔso kɔtɔ wɔn ho wɔ wɔn nsɛm a wɔde bɔ wɔn nkɔfa nyansa ho nsɛm so. Sɛ nsɛm a yɛde siesie wɔ digitale mu nni hɔ a, ɛyɛ nsɛm a ɛtete sɛ ɛyɛ ɔhaw. Me nsɛnhyɛmu bɛyɛ nea ɛyɛ ɔso wɔ nsɛm a nsɛm abɔdeɛ te sɛ NightOwlGPT yɛ ho, na mɛkɔ so nsɔ nsɛm ho nyansa mu te sɛ data ho dwumadie a ɛma nsɛm yi yɛ nsɛm ho nsɛm a ɛyɛ nokorɛ na ɛka ɔman ho nsɛm.Ɛyɛ nhwɛsoɔ, Afrikafoɔ nsɛm mu, nsɛm no yɛ ɔso wɔ nsɛm ho nsɛm a ɛtwe nsɛm a ɛda nsɛm mu bɔ mu, na Filipinofoɔ nsɛm nso yɛ nsɛm ho nsɛm a wɔde yɛ nsɛm foforɔ te sɛ affixations a ɛma nsɛm mu bɔ yɛ dɛn ho nsɛm ho. Sɛ AI betumi ahyɛ nsɛm yi mu na wɔate nsɛm mu ho bɔ no a, ɛbɛma NLP abɔdeɛ no yɛ nokorɛ na ɛyɛ ɔsom ma, na ɛka ɔman ho nsɛm a wɔhyɛ nsɛm ho banbɔ mu.
Sɛ yɛbɛyɛ adwuma wɔ ɔhaw yi ho no, ɛnyɛ nsɛnhyɛsoɔ ho nko, na mmom ɛyɛ nsɛm a ɛfa sɛ yɛbɛbɔ ɔman ho ban na ɛyɛ ɔsom wɔ kasa nyinaa ho wɔ wiase a ɛyɛ ɔbanbɔ mu. Sɛ yɛde Nsɛm Ho Adwene Bɔ (NLP) kyerɛ kasafie a ɛnyɛ dɔɔso kasa ho no a, ɛnyɛ sɛ yɛsɔ nsɛnhyɛsoɔ ho ɔkwan na mmom yɛnam so yɛ ɔsom wɔ nsɛm mu. Yei betumi ama nkɔsoɔ wɔ ɔman ho a ɛyɛ ɔban wɔ nsɛm ho, na ɛbɛma nnipa a wɔwɔ ɔman mu a wɔne kasa a ɛyɛ dɛn fa mu wɔ wiase a nsɛnhyɛsoɔ yɛ kɛse yi mu. Wɔ Saïd Business School mu, me nyansahuɛ ho bɛyɛ adwuma sɛnea ɛbɛkyerɛ nea ɛyɛ ɔhaw yi ho na ɛbɛhwehwɛ kwan a ɛde ɔkwan bɛto ɔman no nso, nam nsɛm ho nsɛnhyɛsoɔ mu ho adwene ho. Saa nyansahuɛ yi bɛda adwene wɔ ɔban mu ho na ɛbɛbɔ ɔman kasa nyinaa ho banbɔ na ɛyɛ nkɔsoɔ. AI wɔ tumi kɛse a ɛbɛyɛ ɔsesa ma ɔman nyinaa, na sɛ yɛma Nsɛm Ho Adwene Bɔ (NLP) yɛ adwuma a ɛfata kasafie kasa ho a, yɛbɛma nnipa nyinaa anya wɔn ho nsɛm wɔ wiase a nsɛnhyɛsoɔ yɛ den yi mu.