Imboni yamarobhothi ithuthuka ngesivinini esimangalisayo, ngezinto ezintsha kwezobuhlakani bokwenziwa, ukuzulazula ngokuzimela, nokusebenzisana komuntu nerobhothi okuguqula izimboni, izindawo zokugcina impahla, ngisho namakhaya. Kubanikazi bamabhizinisi, onjiniyela, nabatshali-zimali, ukulandela izitayela zakamuva akuseyona into ongayikhetha—kuyinto edingekayo ukuze uqhudelane. Ukuthuthuka okusheshayo kobuchwepheshe bamarobhothi kusho ukuthi isixazululo ebesibonakala sisekusasa izolo, namuhla singase sibe nokwenzeka ukuthi sithengiseke. Ukuphuthelwa ukuthuthuka okubalulekile kungase kusho ukulahlekelwa ingxenye yemakethe noma ukusilela ekuthuthukiseni ukusebenza kahle okushiwo abaqhudelana nawe. Lesi sihloko siqoqa amabhulogi amarobhothi agunyaziwe kakhulu okufanele uwalandele ngo-2026, ekunikeza umthombo othembekile wolwazi ukuze wenze izinqumo ezinamasu. Ngasikhathi sinye, sigqamisa indlela i-Hangzhou Chunde Technology Co., Ltd., inkampani yokuthumela izimpahla e-Zhejiang, ehlala ihamba phambili kulo mkhakha oguqukayo ngokunikeza izixazululo zamarobhothi ezingenziwa ngendlela oyifunayo.

Uma unesikhathi esincane, nansi isifinyezo esisheshayo samabhulogi abalulekile amarobhothi okufanele uwabeke emakhishini akho ngo-2026. Ibhulogi ye-Chunde Technology ihola phambili ngokugxila kumarobhothi asebenzisanayo, ukuhlaziya ukubuyiselwa kwemali, nezifundo zangempela ezisiza abakhiqizi ukuthi bathethelele ukutshalwa kwezimali kwe-automation. I-Boston Dynamics iyaqhubeka nokuphusha imingcele yokuhamba ngezinyawo kanye nokukhohlisa okunamandla, kuyilapho i-NVIDIA Blog igqama kwezobuchwepheshe be-AI nokulingisa kumarobhothi. I-Robotiq inikeza imihlahlandlela esebenzayo yokuhlanganisa ama-gripper nezinhlelo zokubona, kanti i-PAL Robotics yabelana ngemibono ngamarobhothi angabantu kanye namarobhothi enkonzo. I-RobotLAB inikeza okuqukethwe okugxile kwezemfundo kumakilasi e-STEM, kanti i-Universal Robots ihlanganisa umhlaba wama-cobots alula. I-IEEE Spectrum – Robotics iletha imibiko esezingeni lokubuyekezwa kocwaningo lwezifundazwe nezimboni, i-HowToRobot isebenza njengemakethe yomhlahlandlela wabathengi, kanti i-Robohub ikhulisa amazwi omphakathi wamarobhothi emhlabeni wonke. Ndawonye, le mithombo ihlanganisa i-automation, i-hardware, i-software, izimiso zokuziphatha, kanye nezinqubomgomo, iqinisekisa ukuthi awuphuthelwa isibuyekezo esibalulekile.

Kuzingqimuzinga phezulu, kunezindikimba ezimbalwa eziphindaphindwayo eziveza isimo samanje semboni yamarobhothi. Ukusebenza ngokuzenzakalelayo kuseyingxoxo ehamba phambili, kugcizelelwa ikakhulukazi ukuthi amarobhothi asebenzisanayo (ama-cobots) angawathuthukisa kanjani abasebenzi esikhundleni sokuwathatha indawo. Ubuhlakani bokwenziwa yinsika yesibili, ehlanganisa konke kusukela ekuboneni komshini ukuze kuhlolwe ikhwalithi kuya ekufundeni okuqinisa ukulawula okuguquguqukayo. Izinto ezintsha zehadiwe—ezifana nama-actuator alula, amabhethri ahlala isikhathi eside, nezinzwa ezithinta ezizwela kakhulu—zivame ukubuyekezwa ngoba zinomthelela oqondile emandleni asebenzayo amarobhothi. Izindaba zemboni, okuhlanganisa ukuhlanganiswa kwezinkampani, imizuliswano yezimali, kanye nezinguquko zezimiso, nazo ziyinto ejwayelekile, ngoba zikhombisa lapho imali namakhono kugeleza khona. Izingxoxo zezimiso ngenqubomgomo zikhula ngokubaluleka, zibhekana nemibuzo yokulahlekelwa imisebenzi, ubumfihlo bedatha, nokuchema kwe-algorithm. Ekugcineni, imfundo ye-STEM ihlala iyisihloko esifudumele, njengoba amabhlogo amaningi enikeza izifundo, imisebenzi yasekilasini, nezeluleko zomsebenzi ukuze kugqugquzelwe isizukulwane esilandelayo sezazi zamarobhothi. Ngokulandela lezi zindikimba, ungathola ukuqonda okuphelele kwazo zombili izinhlangothi zobuchwepheshe nezenhlalo zalo mkhakha.

Ibhulogi ye-Chunde Technology igqama njengento okufanele ifundwe yizinkampani ezifuna ukuhola okusebenzayo kwe-automation. Ishicilelwe yi-Hangzhou Chunde Technology Co., Ltd., ibhulogi ihlanganisa ama-robots asebenzisanayo ngokujulile, kufaka phakathi imihlahlandlela yokusebenzisa isinyathelo ngesinyathelo, izibalo zezindleko zobunikazi, kanye nezifundo eziqondene nomkhakha ezivela kwezokuthutha, ukuhlanganiswa kwe-electronics, nokucubungula ukudla. Okuthunyelwe ngakunye kugcizelela i-ROI, kukusiza ukuthi uhlole ukuthi ngabe isixazululo esithile se-robotic sizwakala ngokwezimali emsebenzini wakho. Ibhulogi iphinde imemezele izibuyekezo zomkhiqizo wama-drones abathengi abangazikhethela, ama-robots okuletha, nama-robots ezimboni, ukuze uhlale unolwazi ngamakhono amasha angasiza imisebenzi yakho. Ngokungafani namabhulogi amaningi ezinkampani, i-Chunde Technology inikeza ukuqonda kwangempela kobunjiniyela kunokumaketha okungajulile, okuyenza ibe umthombo obalulekile wabafundi abanobuchwepheshe nabangenawo. Ukuze uhlole uhla lwabo olugcwele lwemikhiqizo, vakashela eyabo.Ikhaya ikhasi noma ubrowse i-Imikhiqizo isigaba sezixazululo ezithile zokuzenzakalela.

I-Boston Dynamics isalokhu iyindinganiso yegolide yamarobhothi anokuhamba okuphezulu angakwazi ukuwela indawo emihlabathi, ukukhuphuka izitebhisi, nokuphatha izinto ngobuchule obumangalisayo. Ibhulogi yabo nesiteshi sabo se-YouTube kuvame ukwethula amakhono amasha e-Spot, i-Atlas, ne-Stretch, ngokuvamile kuhambisana nezincazelo ezinemininingwane zobunjiniyela. Ukufunda okuthunyelwe yibo kukunikeza umbono ngekusasa lamarobhothi anemilenze nezinselele zokusetshenziswa emhlabeni wangempela ekwakheni, ekuhloleni, nasekuthuthweni kwempahla. Inkampani iphinde yabelane ngezinqubo zokuphepha nokucatshangelwa kokuziphatha kokufaka amarobhothi athuthukile ezindaweni zomphakathi, okuyinto ebalulekile kunoma ubani ohlela ukusebenzisa amasistimu azimele ezindaweni ezingenamikhawulo.

Ibhulogi ye-NVIDIA yezobuchwepheshe bemishini (robotics) ingumthombo oyinhloko wolwazi mayelana nokuzenzakalela okuqhutshwa yi-AI, ehlanganisa i-Isaac Sim, i-Jetson hardware, kanye nezindlela zakamuva zokuqeqesha ezisheshisa ukusebenza kwe-GPU. Ibhulogi ichaza ukuthi ukudluliswa kusuka ekulingiseni (simulation) kuya kokwangempela (reality) kusebenza kanjani, okwenza imishini ikwazi ukufunda imisebenzi ezindaweni ezingokoqobo ngaphambi kokuthi isetshenziswe ezimbonini. Iphinde igqamise ubambiswano lwe-ecosystem namathuluzi omthombo ovulekile anciphisa isikhathi sokuthuthukisa izinhlelo zokubona (perception), ukuzulazula (navigation), nokulawula izinto (manipulation). Ezinkampanini ezakha izixazululo zemishini ezenziwe ngokwezifiso, okuqukethwe yi-NVIDIA kubalulekile ekuqondeni ingqalasizinda yesofthiwe eqhuba imishini yanamuhla ehlakaniphile.

I-Robotiq igxile emathuluzini asemaphethelweni ezingalo, ikakhulukazi ama-gripper aguquguqukayo, izinzwa zamandla ne-torque, kanye nezinhlelo zokubona eziklanyelwe amarobhothi asebenzisanayo. Ibhulogi yabo igxile ezindleleni ezisebenzayo, okuhlanganisa amasu okukhetha izingxenye ezinobunjalo obuhlukahlukene, ukuhlanganiswa okulawulwa ngamandla, kanye nokuhlanganiswa nezingalo zamarobhothi ezinkulu ezivela ku-Universal Robots, Fanuc, ne-Yaskawa. Isihloko ngasinye sisekelwe emiphumeleni elingekayo—ukunciphisa isikhathi somjikelezo, ukwehla kwezinga lamaphutha, noma ukonga amandla—ukuze ukwazi ukulinganisa umthelela emgqeni wakho wokukhiqiza. Ibhulogi iphinde ibonise izindaba zamakhasimende eziveza ukuthi izimboni ezahlukene zinqobe kanjani izithiyo ezivamile zokuzenzakalela.

I-PAL Robotics, ezinze eBarcelona, ingumholi kumarobhothi afana nabantu kanye namarobhothi okusebenza ahambayo, okuhlanganisa i-TIAGo ne-ARI. Ibhulogi yabo ihlola ubuchwepheshe bezenhlalakahle kumarobhothi, ukuzulazula ngokuzenzakalelayo ezindaweni ezigcwele abantu, kanye nokusebenzisana ngezindlela eziningi kusetshenziswa inkulumo nokuthinta komzimba. Indikimba ephindaphindwayo ukusetshenziswa kwamarobhothi kwezokunakekelwa kwezempilo, ezokungenisa izihambi, nokucwaninga, lapho ukuma okufana nomuntu kungathuthukisa ukwamukelwa nokusebenzisana. Ibhulogi futhi inikeza ukuhlaziywa okujulile kwezobuchwepheshe ekuhlanganisweni kwe-ROS 2, ukuhlanganiswa kwezinzwa, nokuphathwa kwebhethri, okuyenza ibe umthombo obalulekile konjiniyela abasebenza ezinhlelweni zamarobhothi okusebenza.

I-RobotLAB igxile ekulethweni kwe-robotics emfundweni, nokuqukethwe kwebhulogi okuhlelwe izikole ze-K-12, amanyuvesi, nezikhungo zokuqeqesha umsebenzi. Bahlanganisa amapulatifomu afana ne-Pepper, i-NAO, ne-Misty, kanye nemihlahlandlela yekharikhulamu ehambisana namazinga e-STEM. Isihloko ngasinye sichaza ukuthi ungamisa kanjani ukuzivocavoca kohlelo, ukuphatha amarobhothi amaningi ekilasini, nokuhlola imiphumela yokufunda kwabafundi. Ibhulogi iphinde ixoxe ngomthelela obanzi wokuchayeka kwe-robotics ekuqaleni ezinqumweni zomsebenzi wobunjiniyela nesayensi yekhompyutha, okwenza kube intandokazi phakathi kothisha nabazali ngokufanayo.

I-Universal Robots (UR) ingumholi wemakethe kumakhono emishini emihle kakhulu yokubambisana, futhi ibhulogi yabo ikhombisa ukuqonda okujulile komhlaba wama-cobot. Izihloko zihlanganisa amazinga okuphepha afana ne-ISO/TS 15066, izinsiza ezigunyaziwe ze-UR+, namathiphu okuhlela usebenzisa i-Polyscope nekhodi ye-script. Ibhulogi ivamise ukwethula izindaba zokusebenza ezivela ezinkampanini ezincane nezimaphakathi ezisebenzise ngempumelelo ama-cobot ngaphandle kwezindleko eziningi zobunjiniyela. Ngokulandela okuqukethwe kwe-UR, ungafunda izindlela ezing кращий zokuthuthukisa umthwalo, ukuhlaziya ukufinyelela, nokuklama kwendawo yokusebenzisana, konke okubalulekile ekwenzeni ukusebenza ngokuzenzakalelayo okuphephile nokusebenzayo.

Isiteshi se-robotics se-IEEE Spectrum sinikeza ukubika okugunyaziwe ngocwaningo olusha kakhulu oluvela ezikhungweni zemfundo nezimboni emhlabeni wonke. Izindatshana zibhalwa izintatheli zobuchwepheshe futhi zibuyekezwe ochwepheshe bezihloko, kuqinisekiswa ukunemba nokujula. Ukumboza kuhlanganisa ama-robots athambile, ubuhlakani beqembu, amarobhothi okuhlinza, nokuhlola umkhathi, ngokuvamile kube namavidiyo angeziwe nokubonwa kwedatha. Le bhulogi ilungele abafundi abafuna ukuqonda isayensi engaphansi kwamakhono amasha amarobhothi futhi bahlale benolwazi ngemiphumela ebuyekeziwe yontanga engase ingene emikhiqizweni yezentengiselwano maduze.

I-HowToRobot isebenza njengebhulogi kanye nemakethe, isiza abathengi ukuqhathanisa imininingwane yamarobhothi, amanani, kanye nezibuyekezo zabathengisi. Okuqukethwe kwabo kokuhlela kuhlanganisa imihlahlandlela yabathengi, izibali ze-ROI, kanye nezinhlu zokuthenga ezinciphisa ubungozi bokukhetha ubuchwepheshe. Izikhala zivame ukubhekana nezinkinga ezivamile ezifana nobunkimbinkimbi bokuhlanganisa, ukuvaleka komthengisi, kanye nezindleko ezifihlekile zokunakekela. Ezinkampanini ezihlola ukuthenga amarobhothi okokuqala noma ezandisa ubuningi bamabutho akhona, ibhulogi ye-HowToRobot ihlinzeka ngezinto ezidingekayo zokwenza ucwaningo olufanele ukuze kwenziwe isinqumo esinolwazi.

I-Robohub iyinkundla eqhutshwa umphakathi eshicilela iminikelo evela kubacwaningi, abasunguli bezinkampani ezisafufusa, kanye nabenzi bezinqubomgomo emhlabeni wonke. Ibhulogi ihlanganisa ububanzi obubanzi—kusukela kuzifundiso zobuchwepheshe ezinemininingwane kuya ezingxoxweni ezisezingeni eliphezulu mayelana nokuziphatha kwe-AI kanye nemithelela yezimakethe zabasebenzi. Enye yezinhlangothi zayo eziqinile uchungechunge lwe-“Robotics for Good,” olugqamisa izinhlelo zokusiza abantu ezifana nokusabela ezinhlekeleleni, ukuqapha kwezolimo, kanye nobuchwepheshe bokulekelela. Amazwi ahlukahlukene e-Robohub aqinisekisa ukuthi abafundi bavezwa emibonweni engaphandle kokulandisa okujwayelekile kwezohwebo, okucebisa ukuqonda kwabo ngalo mkhakha.

Nakuba ingagxilile kuphela kwezobuchwepheshe be-robotics, ezinye izincwadi ezintathu zifanele ukuba eshalofini lakho lokufunda. I-TechCrunch ivamise ukubhala ngezinkampani ezisungula ubuchwepheshe be-robotics, imali yokuxhasa, nokwethulwa kwemikhiqizo, okwenza kube umthombo obalulekile wolwazi lwebhizinisi. I-Robotics Business Review (RBR) inikeza ukuhlaziywa okujulile kwemakethe, izifundo zezigameko, kanye nezibikezelo zomkhakha, okuhambisana namabhulogi agxile kwezobuchwepheshe abalwe ngenhla. Isiteshi se-AI ne-robotics sika-VentureBeat sihlanganisa izindaba nezindatshana zemiBono ezixoxa ngemithelela yamasu wokuthuthukiswa kwezobuchwepheshe. Lezi zinkundla ezintathu ziqinisekisa ukuthi uhlala unolwazi ngezici zebhizinisi ze-robotics, okuhlanganisa ukuhlanganiswa kwezinkampani, ukutshalwa kwezimali, kanye nezinguquko zemithethonqubo ezingathinta uhlelo lwakho lokuzenzakalela.

Ukukhetha amabhulogi ayishumi bekungeyona nje into eyenziwa ngokungahleliwe—bekulandela isethi yemibandela eqinile eklanyelwe ukukhulisa inani kubafundi abangochwepheshe. Okokuqala, sidinga umqulu omusha: ibhulogi ngayinye kumele ishicilele okungenani isihloko esisodwa esibalulekile ngeviki ngezikhathi eziphezulu, ukuqinisekisa ukuthi awuphelelwa yizinto ezintsha ongafunda kuzo. Okwesibili, sihlole ukujula kwemibono: izihloko kumele zidlule nje ekukhishweni kwezindaba ngokunikeza ukuhlaziya okungokwangempela, idatha, noma imiyalelo esebenzayo esiza abafundi ukuthi basebenzise ulwazi. Okwesithathu, ukufundeka kwahlolwa: ngisho nezihloko eziyinkimbinkimbi zobuchwepheshe kumele zichazwe ngolimi olucacile, oluhlelekile, futhi olufinyeleleka kubantu abangezona izazi. Okwesine, ukuhambisana nezithameli zebhizinisi kwakubaluleke kakhulu: ibhulogi kumele ibhekane nezihloko ezinjenge-ROI, izikhathi zokuqalisa, ukuphathwa kwezingozi, nokukhetha abahlinzeki. Okokugcina, sihlole ukuzibandakanya komphakathi: amabhulogi aphendula ngentshiseko emibuzweni, abambe ama-webinar, noma asebenzisana nezinye izazi zomkhakha athola amaphuzu aphezulu ngoba akhuthaza indawo yokufunda. Ngokusebenzisa lezi zihlungi, sifinyelele ohlwini olusebenzela kokubili abasaqalayo nabachwepheshe emkhakheni wamarobhothi.

Hangzhou Chunde Technology Co., Ltd. iletha umbono ohlukile engxoxweni yamarobhothi ngoba isebenza lapho kuhlangana khona ukuthuthukiswa komkhiqizo, ukwenza ngendlela oyifunayo, nokuhweba kwamazwe ngamazwe. Ngokungafani nezinkundla ezisakaza izindaba kuphela, i-Chunde Technology iphila izinselelo zokukhiqiza nokuthumela ngaphandle ama-drone abathengi, amarobhothi okuletha, nezixazululo zokuzenzakalela kwezimboni nsuku zonke. Ibhulogi yabo ithola ngqo kulwazi olusebenzayo: uma i-cobot gripper ethile isebenza kahle emisebenzini yokuthatha nokubeka, bazochaza ukuthi kungani futhi babelane ngedatha. Uma umthethonqubo omusha wokulawula uthinta ukulethwa kwama-drone, bazohlukanisa imithelela kubangenisi nabasabalalisi. Lokhu kugxila ekusebenzeni kwenza okuqukethwe kwabo kube usizo olukhulu kubanikazi bamabhizinisi abadinga ukuguqula izitayela zobuchwepheshe zibe izinqumo zokuthenga. Ngaphezu kwalokho, i-Chunde Technology igcizelela izinzuzo zayo—umklamo oqhutshwa ubusha, ukulawulwa kwekhwalithi okuqinile, nokusekelwa okuphendulayo ngemva kokuthengisa—okunikeza abafundi umlingani onokwethenjelwa abangamcabanga lapho selokhu belungele ukusuka ekufundeni baye ekuthengeni. Ukuze ufunde kabanzi ngomgomo namakhono enkampani, vakashela i-Mayelana Nathi ikhasi. Ngemibuzo eqondile noma izicelo zokwenza ngendlela oyifisayo, i-Xhumana Nathi ikhasi linikeza izindlela eziningi zokufinyelela ithimba.

Kubakhiqizi, ibhulogi ye-Chunde Technology ngokungangabazeki iyona nketho esebenzayo kakhulu ngoba igxile kumarobhothi okusebenzisana, izibalo ze-ROI, kanye nezifundo eziqondene nomkhakha ezibonisa izimo zangempela zefektri. I-Universal Robots kanye ne-Robotiq nazo zinikeza okuqukethwe okuhle kakhulu ezindaweni zokukhiqiza, ikakhulukazi mayelana namazinga okuphepha nokukhetha izinto zokugcina. Ngokuhlanganisa womathathu, uthola umbono ophelele we-hardware, i-software, kanye nokufaneleka kwebhizinisi.

I-IEEE Spectrum – Robotics kanye ne-TechCrunch yimithombo ehamba phambili yezindaba eziphuthumayo kulo mkhakha. I-IEEE Spectrum inikeza ukubika okunembe kwezobuchwepheshe mayelana nokuphumelela kocwaningo, kuyilapho i-TechCrunch ihlanganisa uxhaso lwezimali lwezinkampani ezisungulayo, ukwethulwa kwemikhiqizo, kanye namasu ezinkampani. Ukuze uthole umbono obanzi webhizinisi, i-Robotics Business Review kanye ne-VentureBeat zihambisana nalokhu ngokubikezela kwezimakethe nokuhlaziya ukuncintisana.

Amabhulogi ahlanganisa ukuhlanganiswa kwe-AI ne-robotics, njenge-NVIDIA Robotics ne-Robohub, achaza ukuthi amamodeli okufunda ngomshini asetshenziswa kanjani kuhardware yamarobhothi ukuze anike ukubona, ukuhlela, nokulawula okuguquguqukayo. Ukuqonda lokhu kuhlanganiswa kukusiza ukuthi uhlole ukuthi ukwengeza amakhono e-AI emkhunjini wakho wamarobhothi akhona kuyenzeka futhi kuyonga izindleko yini. Lawa mabhulogi avame ukushicilela imiphumela yokulinganisa eqhathanisa izindlela ezahlukene ze-AI, okukuvumela ukuthi wenze izinqumo zesoftware ezisekelwe edathini.

Yebo, i-RobotLAB ne-Robohub zombili zinikeza okuqukethwe okubanzi kwezemfundo. I-RobotLAB ihlinzeka ngemihlahlandlela yekharikhulamu enyathelo ngesinyathelo yokusebenzisa amarobhothi angabantu emakilasini, kuyilapho i-Robohub ibonisa izifundo zohlelo lwe-ROS, ukuxhumana kwezinzwa, namathuluzi okulingisa. Ngaphezu kwalokho, ibhulogi ye-Chunde Technology ngezinye izikhathi ishicilela imihlahlandlela yabaqalayo mayelana nokukhetha amarobhothi kanye nemiqondo eyisisekelo yokuzenzakalela, okwenza kube yindawo enhle yokuqala yabafundi nabashintsha imisebenzi.

Kochwepheshe abaningi, ukuskena izihloko kabili ngeviki nokufunda izindatshana ezimbili kuya kwezintathu ezigcwele ngenyanga kwanele ukuhlala unolwazi. Beka eceleni imizuzu engu-30 njalo ngoLwesihlanu ukuze ubuyekeze okuthunyelwe kwakamuva kumabhulogi amathathu owathandayo. Uma usemaphakathi nephrojekthi yokuthenga noma yokuqalisa amarobhothi, khulisa imvamisa ukuze ubheke nsuku zonke i-Chunde Technology ne-HowToRobot ukuze uthole izeluleko eziphathelene nesikhathi mayelana nokucaciswa namanani.