User-Friendly AI in agriculture

Prgrss n rtfcl ntllgnc () rfrs t th dvncs, mlstns, nd brkthrghs tht hv bn chvd n th fld f rtfcl ntllgnc vr tm. s mltdscplnry brnch f cmptr scnc tht ms t crt mchns nd systms cpbl f prfrmng tsks tht typclly rqr hmn ntllgnc. pplctns hv bn sd n wd rng f flds ncldng mdcl dgnss, fnnc, rbtcs, lw, vd gms, grcltr, nd scntfc dscvry. Hwvr, mny pplctns r nt prcvd s : " lt f cttng-dg hs fltrd nt gnrl pplctns, ftn wtht bng clld bcs nc smthng bcms sfl ngh nd cmmn ngh t's nt lbld nymr." "Mny thsnds f pplctns r dply mbddd n th nfrstrctr f vry ndstry." n th lt 1990s nd rly 2000s, tchnlgy bcm wdly sd s lmnts f lrgr systms, bt th fld ws rrly crdtd fr ths sccsss t th tm. Kpln nd Hnln strctr rtfcl ntllgnc lng thr vltnry stgs: rtfcl nrrw ntllgnc – cpbl nly f spcfc tsks; rtfcl gnrl ntllgnc – wth blty n svrl rs, nd bl t tnmsly slv prblms thy wr nvr vn dsgnd fr; rtfcl sprntllgnc – cpbl f gnrl tsks, ncldng scntfc crtvty, scl sklls, nd gnrl wsdm. T llw cmprsn wth hmn prfrmnc, rtfcl ntllgnc cn b vltd n cnstrnd nd wll-dfnd prblms. Sch tsts hv bn trmd sbjct-mttr xprt Trng tsts. ls, smllr prblms prvd mr chvbl gls nd thr r n vr-ncrsng nmbr f pstv rslts. Hmns stll sbstntlly tprfrm bth GPT-4 nd mdls trnd n th CncptRC bnchmrk tht scrd 60% n mst, nd 77% n n ctgry, whl hmns 91% n ll nd 97% n n ctgry.