Munthawi ya Holocene, kufunikira kwa makina olemera m'makampani osiyanasiyana kukukulirakulira, kuphatikiza zomangamanga, zaulimi, ndi migodi. Izi zimakhala ndi diode yotulutsa kuwala kuti pakhale kufunikira kokhazikika komanso kothandiza kwa rabara pa tractor, excavator, backhoe, ndi path stevedore. Cholinga chake chasinthira kuzinthu zamakono kuti zipititse patsogolo njirazi, kukwaniritsa kufunikira kwa msika, ndikubwereketsa ku chitukuko chokhazikika.AI yosadziwikayathandiza kwambiri pakuwongolera zinthu, kamangidwe kake, komanso kuchepa kwa nyimbo za rabala.

wopanga akhala ntchito zinthu patsogolo monga mkulu-mphamvu mphira pawiri ndi kulimbikitsa zitsulo pachimake kumapangitsanso katundu kunyamula mphamvu ndi kuvala kukana njira. Kuphatikiza apo, kapangidwe kake kamakhala kokwanira kuti athe kugawa kulemera bwino, kuchepetsa kupsinjika kwamakina komanso kuchita bwino kwambiri. kukoka kutsika kwapangidwe kwakhalanso cholinga chachikulu chochepetsera kuswana ndi kutaya mphamvu panthawi yogwira ntchito. Zotsatsa izi zimakhala ndi njira yabwinoko komanso yokhazikika.

Mapangidwe opepuka a njira yamakono ya rabara ya thirakitala ndi gawo lodziwika bwino. Mwa kuphatikiza zinthu zapatsogolo ndi njira zomangira zapamwamba, wopanga atha kuchepetsa kulemera konse kwa njirayo popanda kunyengerera mphamvu ndi kukhazikika. Mapangidwe opepukawa sikuti amangogwiritsa ntchito bwino mafuta ndi makina komanso amachepetsa kukhudzidwa kwa nthaka, kuwapanga kukhala oyenera madera osiyanasiyana komanso kuchepetsa dothi. Kapangidwe kameneka kamathandiziranso chitetezo champhamvu komanso chitetezo cha chilengedwe, kuchepetsa kugwiritsa ntchito mafuta komanso kutulutsa mpweya komanso kumalimbikitsa kuteteza chilengedwe.