Nthawi yowerengera: 7 minuti
Chilangochi chidabadwa ngati nthambi yaukadaulo wazambiri, ndi cholinga chopanga makina:
Pazaka zambiri, nzeru zamatsenga nthawi zambiri zidayambitsa mikangano yamafilosofi kuti ipereke mayankho pa kuthekera kwa kulowetsa munthu ndi makina ... ndizotheka?
Pachifukwa ichi titha kuzindikira mizere iwiri yamaganizidwe:
Timalankhula za nzeru zakuya zaluso (Weak Artificial Intelligence) pomwe cholinga sichikupanga machitidwe omwe ali ndi luntha lofanana ndi la anthu. Koma machitidwe omwe amatha kuchita bwino mu ntchito imodzi kapena zingapo zovuta za anthu, monga kumasulira kwa zokha.
M'mapulogalamuwa mapulogalamuwa, pogwira ntchito yomwe idakonzedweratu, amachita ngati ndi nkhani yanzeru, koma pazolinga zake, zilibe kanthu kuti zilidi kapena ayi.
Chifukwa chake timalankhula za nzeru zopanda ntchito zamagetsi muzochitika zonsezo zomwe makinawo sangathe kuganiza pawokha, komabe amatha kusanja nzeru.
Mtundu uwu wa AI umagwiritsidwa ntchito poti kumvetsetsa momwe anthu amazindikirira sikugwirizana ndi zotsatira zomaliza.
Timalankhula za Artificial Intelligence yolimba pomwe makinawo ali ndi nzeru zakufikira sango "chida" chokha.
Ngati itakulitsidwa bwino imadzisintha kukhala yoganiza, yokhala ndi chidziwitso chosazindikirika kuchokera kwa munthu.
Mu malingaliro awa lingaliro ndilakuti mitundu ina yaukatswiri wochita kupanga amatha kufotokoza ndi kuthetsa mavuto monga momwe munthu angakhalire, chifukwa chake kusiyanitsa zotsatira za makinawo kapena munthu sikungakhale kosatheka.
Njira izi zimalola makina anzeru kuti azitha kuchita bwino komanso kuti azigwira ntchito kwakanthawi, kuphunzira mokhazikika ndi chidziwitso kuti athe kuchita ntchito zina, kukonza magwiridwe ake ntchito kwakanthawi.
Chitsanzo ndi AlphaGo, pulogalamu yochokera Kuphunzira Makina yemwe adaphunzitsidwa ndikuwona mamiliyoni akusunthidwa opangidwa ndi osewera a Go panthawi yamasewera osiyanasiyana, ndikumakhala ndi makinawo kuti azisewera payokha, zomwe zimapangitsa kuti azitha kugunda zomwe zimadziwika kuti ndizosewera bwino kwambiri pamasewerawa.
Magawo atatu ophunzirira makina ndi awa:
Zomangira izi zimagwiritsidwa ntchito pazinthu zosiyanasiyana:
Features wa Deep Learning poyerekeza ndi njira zina za AI:
Il Deep Learning imagwira ntchito mofanana ndi ubongo, makina amaphunzira okha monga mu Machine Learning, koma amazichita m'njira "yakuya" monga momwe ubongo wa munthu ungachitire. Mwakuya tikutanthauza "pamagulu angapo amalingaliro".
Zitha kuwoneka kuti kufunikira kwakukulu kwa luso lowerengera kumatha kukhala malire, koma scalability wa Deep Learning pakuwonjezeka kwa zomwe zilipo ndi ma aligorivimu ndizomwe zimasiyanitsa ndi Kuphunzira kwa Makina:
Mwachitsanzo, pankhani yakuzindikira, meta tag "mphaka" ikhoza kuyikidwa pazithunzi zomwe zili ndi mphaka, popanda kufotokozera dongosolo momwe lingazindikirire, dongosolo lokha, kudzera m'magawo angapo olamulira, lingamale zomwe zimadziwika mphaka (paws, mchira, ubweya, ndi zina) ndi chifukwa chake kuphunzira kuzizindikira.
Zambiri zosasindikizidwa zimatha kusanthula ndi mtundu wophunzirira mozama ukangokhazikitsidwa ndikufikira gawo lovomerezeka, koma osati gawo loyambirira la maphunziro.
Il Deep Learning lero amagwiritsidwa ntchito kale m'madera osiyanasiyana:
Kukwaniritsa zida zamakono zotsogola kwambiri, ndikugwiritsa ntchito zida zophunzitsira ngati:
mapulogalamu opanga matekinolojewa amapangidwa omwe amayesa kutsitsa ubongo wa munthu, kuyambira pazinthu zosavuta kufikira povuta kukonza.
Chizindikiro ndi kusiyanasiyana kwakanthawi kwa thupi la kachitidwe kapena kuchuluka kwakuthupi komwe kumayimira ndi kutumiza mauthenga, ndiye chidziwitso patali, chifukwa chake kusanthula kwa chizindikiro ndi gawo lomwe limathandizira kuzindikira kwanzeru.
Google Deepmind, e Baidu Minwa ndi zitsanzo zotchuka kwambiri zomwe zikupezeka lero.
Osanena za wolemba mbiri yakale IBM Watson, woyamba kugulitsa malonda wamtundu wake.
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