Ngokuqhubela phambili ngokukhawuleza kwetekhnoloji ye-Artificial Intelligence (AI), amashishini ahlola indlela yokusebenzisa esi sixhobo sokusika kwiindawo zabo.Kwi-biotechnology, ishishini lokutya, kunye namacandelo amayeza, ukwenziwa ngcono okuphakathi kwenkcubeko kubaluleke kakhulu.Itekhnoloji ye-AI izisa amathuba angazange abonwe ngaphambili kunye nobuchule kule nkqubo.Eli nqaku lijonga indlela i-AI exhobisa ngayo usetyenziso oluphakathi kwenkcubeko.
Uhlalutyo lweDatha olugqithise kakhulu:
Ukulungiswa okuphakathi kwenkcubeko kubandakanya umthamo omkhulu wedatha yovavanyo.Iindlela zokuhlalutya eziqhelekileyo zihlala zidla ixesha kwaye zingasebenzi kakuhle.Ii-algorithms ze-AI, ngakumbi iimodeli zokufunda nzulu, zinokusebenza kwaye zihlalutye ngokukhawuleza ezi datha, zikhuphe ulwazi oluxabisekileyo kwaye zichonge ngokukhawuleza olona yilo luphakathi lwenkcubeko.
Ukusekwa kweModeli yokuQikelela:
Ukusebenzisa ubuchule bokufunda koomatshini, iimodeli zokuqikelela zingakhiwa ngokusekelwe kwidatha yembali.Oku kuthetha ukuba phambi kokwenza imifuniselo, abaphandi banokusebenzisa le mifuziselo ukuqikelela ukuba zeziphi iifomyula eziphakathi kwenkcubeko ezinokuthi ziphumelele, ukunciphisa imifuniselo engafunekiyo kunye nokuphucula ukusebenza kakuhle kwe-R&D.
Uhlalutyo lweNdlela yeMetabolic:
I-AI inokuncedisa abaphandi ekuhlalutyeni iindlela ze-microbial metabolic, ukuchonga iindawo ezibalulekileyo ze-metabolic.Ngokwandisa ezi nodi, izinga kunye nesivuno esipheleleyo sokwenziwa kwemveliso sinokunyuswa.
Uyilo loMfuniselo oluLungileyo:
I-AI inganceda abaphandi ekwenzeni uyilo lovavanyo olusebenzayo ngakumbi.Umzekelo, usebenzisa i-Design of Experiments (DOE) kunye nezinye iindlela zamanani, ulwazi oluphezulu lunokufunyanwa ngowona mfuniselo uphindwayo.
UkuJonga okuSebenzayo kunye noLungiso:
Ukudibanisa i-AI kunye neteknoloji ye-sensor yenza ukuba i-automation yokubeka iliso kunye nohlengahlengiso ngexesha lenkqubo yokulima.Ukuba imodeli ye-AI ibona ukukhula kwe-microbial encinci okanye ukuhla kwesantya sokuvelisa imveliso, inokulungelelanisa ngokuzimeleyo iimeko zokulima, ukuqinisekisa ukuba inkqubo yokuvelisa ihlala ilungile.
Ulwakhiwo lweGrafu yoLwazi:
I-AI inokuqeshwa ukwenza iigrafu zolwazi, ukudibanisa kunye nokwemba izixa ezikhulu zoncwadi ukunika abaphandi ukuqonda okunzulu kuphuculo oluphakathi kwenkcubeko.
Ukulinganisa & Ukulinganisa:
I-AI inokulinganisa iimeko zokukhula kweentsholongwane phantsi kweemeko ezahlukeneyo zokukhuliswa, inceda abaphandi ukuba baqikelele iziphumo zovavanyo kunye nokugcina izixhobo zovavanyo ezixabisekileyo.
Ukudityaniswa kweenkqubo zoqeqesho:
Nge-AI, ulwazi oluvela kwibhayoloji, ikhemistri, ifiziksi, kunye nolunye uqeqesho lunokudityaniswa, luvumela uphando lwemiba yokuphucula okuphakathi kwenkcubeko kwiimbono ezininzi.
Ukuqukumbela, i-AI yazisa amathuba angazange abonwe ngaphambili ekuphuculeni okuphakathi kwenkcubeko.Ayigcini nje ngokuphakamisa ukusebenza kwe-R&D, kodwa ikwabonelela ngobunzulu, uhlalutyo olubanzi kunye nokuqonda.Ukujonga phambili, njengoko i-AI iqhubeka nokuvela, kukho isizathu sokukholelwa ukuba ukwenziwa ngcono okuphakathi kwenkcubeko kuya kuba ngokuthe ngqo, kusebenze, kwaye kuchaneke.
Ixesha lokuposa: Aug-08-2023