Thola amathuluzi, izindaba, nezifundo
Indawo eyodwa yokuhlola konke okuqukethwe kwe-AI okushicilelwe.
“AI”Imiphumela engu-912 kulesi sigaba
Amathuluzi e-AI
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Ibhokisi lamathuluzi e-AIIsilinganiso 8.2AI Tool HuntI-AI Tool Hunt iyikhithi yamathuluzi e-AI kanye nenkundla yokuwathola, equkethe izinhlelo zokusebenza ezingaphezu kuka-18,000 ezigabeni ezingaphezu kuka-120, ezihlanganisa ukubhala, izithombe, amavidiyo, ukuhlela izinhlelo, ezamabhizinisi nezinye. Abasebenzisi bangasesha amathuluzi besebenzisa amagama angukhiye, noma bawahluze ngokwenani, isigaba, amaphuzu nezinye izimo, bese besebenzisa ukubuyekezwa kwabasebenzisi ukuqhathanisa imikhiqizo ehlukene. Inkundla iphinde inikeze umsebenzi wokulondoloza, ukuze kube lula ukuhlela amathuluzi athakazelisayo; abathuthukisi bangathumela imikhiqizo yabo ye-AI. Ilungele abadali bokuqukethwe, abaklami, abathuthukisi, abasebenzi bezokumaketha, abanikazi bamabhizinisi, abafundi nabacwaningi abafuna ukuthola amathuluzi. Qaphela ukuthi ulwazi lwemibhalo, ukubuyekezwa kwabasebenzisi, kanye nemisebenzi namanani amathuluzi ngokwawo kungashintsha; ngaphambi kokuwasebenzisa, kusafanele ubheke ikhasi lomkhiqizo elihambisanayo.
Ibhokisi lamathuluzi e-AIIsilinganiso 7.1AI ArenaI-AI Arena iyinkundla evulekile yokulinganisa abasizi bokuhlela be-AI nama-ejenti okubhala ikhodi, eyasungulwa yi-JetBrains futhi ehlelelwe ukunikelwa ekuphathweni yi-Linux Foundation. Inkundla yakha inqubo yokuhlola egxile emisebenzini yangempela yokuthuthukisa isofthiwe, ehlanganisa ukulungiswa kwama-patch, ukulungiswa kwamaphutha, ukubuyekezwa kwekhodi nokukhiqizwa kwezivivinyo. Abahlinzeki bamathuluzi e-AI, abahlinzeki bezobuchwepheshe, abasebenzisi bamabhizinisi kanye nomphakathi wabathuthukisi bangasebenzisa amapayipi okuhlola, amasethi edatha nemithetho evulekile ukuqhathanisa amathuluzi ahlukahlukene, futhi bangafaka isandla ngedatha yokuhlola nezinhlelo zokulinganisa. Inkundla isekela ukusebenzisa amasethi edatha akho ukuze kuqhutshwe ukuhlola ezikhungweni zasendaweni. Iziphetho zokuhlola zithonywa yisethi yedatha, izilungiselelo zemisebenzi nemithetho yokukala, ngakho azikwazi ukuthatha indawo yokuqinisekiswa kwangempela kweqembu elithile.
Amathuluzi okuhumusha nge-AIIsilinganiso 8.5AI TransPDFI-AI TransPDF iyithuluzi lokuhumusha le-AI elisetshenziswa kakhulu ukuhumusha amadokhumenti afana ne-PDF, i-PPTX, i-XLSX, i-DOC, i-EPUB, i-SRT ne-HTML phakathi kwezilimi eziningi. Abasebenzisi bangalayisha ifayela, bakhethe ulimi lomthombo nolokuhlosiwe, bese bebuka imiphumela yokuhumusha; inkundla iphinde inikeze ukubuka kuqala kwezilimi ezimbili ngesikhathi sangempela ukuze kube lula ukuqinisekisa umbhalo ohunyushiwe ngokuqhathanisa nowokuqala. Imisebenzi yayo ihlanganisa amadokhumenti ajwayelekile nama-PDF askeniwe, wona angacutshungulwa nge-OCR ukuze kukhishwe umbhalo ngaphambi kokuhumusha. Umkhiqizo ulungele abacwaningi, abasebenzi bezinkampani, abafundi nabahumushi abazimele abacubungula izincwadi zocwaningo, izinkontileka, imibiko, izincwadi zokufunda nezinye izinto. Ukuma okuyinkimbinkimbi, amagama obuchwepheshe noma amadokhumenti askeniwe anekhwalithi ephansi yokubonwa kusadinga ukubuyekezwa komuntu.
Amathuluzi okuqamba e-AIIsilinganiso 7.9AI ColorsI-AI Colors iyithuluzi eliku-inthanethi lokukhiqiza amaphalethi emibala, elenzelwe abaklami, onjiniyela, abasebenzisi ngabanye nabanye abasebenzi bokudala. Ngemva kokufaka amagama angukhiye afana nokuthi “ubuchwepheshe” noma “imfudumalo”, abasebenzisi bangathola izikimu zemibala ezifanele futhi baphequlule amaphalethi akhona ukuze bathole izinkomba. Imiphumela ekhiqiziwe ingahlelwa ngokushintsha imibala, ukulungisa ukuhleleka, ukwengeza noma ukususa amabhlogo ombala, futhi ibukwe ngokubonakalayo ezimweni ezihlukahlukene zokuklama. Ingathunyelwa njenge-JPEG, PNG noma ikhodi ye-HEX. Ithuluzi lisekela ukufakwa kombhalo wesiShayina futhi linikeza ulwazi lokuqhathanisa kwemibala, okusiza ukuhlola umphumela wokuhlanganiswa ngesikhathi sokuklama. Izikimu ezikhiqizwe yi-AI zisadinga ukuhlolwa umuntu ngokuhambisana nesixhumi esibonakalayo, umkhiqizo kanye nendawo yokusetshenziswa ethile.
Inkundla yokufunda nge-AIIsilinganiso 8.5AI大学堂I-AI大学堂 iyinkundla yokufunda nge-AI engaphansi kwe-iFlytek, eqondiswe kubathuthukisi, abafuna umsebenzi, ochwepheshe bezobuchwepheshe bamabhizinisi, abaphathi bamaqembu nabathandi be-AI. Le nkundla ihlinzeka ngokuqukethwe kwezifundo kusukela olwazini oluyisisekelo kuya ekusetshenzisweni kwamamodeli amakhulu, lapho abafundi bengakhetha khona izifundo ngokwezihloko, bazilolonge ngezibonelo nezindawo zokubhala ikhodi ku-inthanethi, futhi babambe iqhaza ezitifiketini zamakhono ezifanele. Izifundo zihlanganisa iPython, ukufunda okujulile, ukucubungula ulimi lwemvelo, ubunjiniyela bePrompt, ama-agent nezinhlelo ze-RAG, kanti okunye okuqukethwe kusebenzisa izibonelo ezivela kwezempilo, ezezimali nezemfundo. Le nkundla ihlinzeka ngokuqukethwe kwamahhala nokukhokhelwayo. Imiphumela yokufunda incike ebunzimeni besifundo, olwazini lomuntu kanye nesikhathi asitshalayo; izitifiketi nezifundo akufanele kuthathe indawo yolwazi lwamaphrojekthi angempela.
Ibhokisi lamathuluzi e-AIIsilinganiso 8.2AI ValleyI-AI Valley iyibhokisi lamathuluzi elenzelwe ukutholwa nokuseshwa kwamathuluzi e-AI, elihlanganisa izinhlelo zokusebenza ze-AI namaprompthi avela emhlabeni wonke, ahlelwe ngezigaba ezifana nokuklama, ukuhlela amakhodi nabasizi bempilo yansuku zonke. Abasebenzisi bangaphequlula izigaba kuqala noma bafake izidingo zabo ekusesheni, bese bekhetha amathuluzi abangawazama ngokusekelwe ezincazelweni zawo. Inkundla uqobo imahhala, futhi ilungele abaqalayo ku-AI, abathuthukisi, abaklami, abadali bokuqukethwe, abafundi nabacwaningi abafuna amathuluzi okusiza ekubhaleni, ekuklameni, ekuhleleni amakhodi nasekuhleleni ulwazi. Qaphela ukuthi amathuluzi akuhlu ahlinzekwa abahlinzeki bezinsizakalo abahlukene; izici ezithile, imibandela yokusetshenziswa kanye nokuthi ayakhokhelwa yini kufanele kuqinisekiswe ekhasini lethuluzi elifanele.
Amathuluzi Okuthengisa e-AIIsilinganiso 8.4蕉点AI蕉点AI iyithuluzi lokumaketha le-AI eliqondiswe kubathengisi be-e-commerce, elisetshenziselwa kakhulu ukukhiqiza, ukucubungula nokwenza ngcono izithombe zemikhiqizo, lihlanganisa izigaba ezifana nezingubo zabesifazane, ubucwebe, imikhiqizo yomama nengane kanye nezilwane ezifuywayo. Ngemva kokulayisha izinto zomkhiqizo, abathengisi bangakha izithombe zokugqokiswa ngumuntu obonakalayo, izithombe ezinesizinda esimhlophe kanye nezithombe zesimo; bangashintsha nesizinda, balungise izithombe zemikhiqizo, bashintshe imibala futhi bakhulise ukucaca. Ngokucubungula ngobuningi, bangakhiqiza amasethi ezithombe zemikhiqizo. Inkundla iqondiswe ezimweni ze-e-commerce ezifana ne-Taobao, JD kanye ne-Douyin, futhi ifanele amaqembu amancane naphakathi, abathengisi ngabanye nabakhiqizi bokuqukethwe kwe-e-commerce. Inikeza izindlela zamahhala nezikhokhelwayo, kodwa imiphumela ekhiqiziwe kusafanele ihlolwe umuntu ukuze kuqinisekiswe imininingwane yomkhiqizo, ukunemba kwesithombe kanye nezimfuneko zokushicilela zenkundla.
Inkundla yokufunda nge-AIIsilinganiso 8.3Apex Vision AII-Apex Vision AI iyinkundla yokufunda ye-AI yabafundi basemanyuvesi nabafundi abasebenzisa izifundo eziku-inthanethi, ehlinzeka endaweni eyodwa ngosizo ekuphenduleni imisebenzi, ekuhlaziyeni imibuzo, ekubhaleni izindatshana nasekubuyekezeni izifundo. Abasebenzisi bangayisebenzisa ezinkundleni zokufunda ezifana ne-Canvas, Blackboard, Moodle ne-Top Hat ngesandiso sesiphequluli se-Chrome, ingxoxo eseceleni, izinqamuleli zekhibhodi noma izinkinobho ezisekhasini. Inkundla isekela imibuzo ebhaliwe, imibuzo yezibalo, izithombe-skrini nokuqukethwe kwamagrafu, futhi ingakha imihlahlandlela yokufunda, amakhadi okukhumbuza nezivivinyo zokuzijwayeza. Ilungele imisebenzi yansuku zonke, ukulungiselela izivivinyo nokubhala izindatshana. Kunezinhlelo zamahhala nezikhokhelwayo, kodwa izimpendulo nezincazelo ezikhiqizwe yi-AI kusafanele ziqinisekiswe kusetshenziswa izincwadi zokufunda nezimfuneko zesifundo; azinakuthatha indawo yokufunda ngokuzimela noma kokuqondiswa uthisha.
Ukudala imidwebo nge-AIIsilinganiso 9.4即梦AI即梦AI iyithuluzi lokudweba nge-AI elenzelwe ukudala okuqukethwe okubukwayo, elihlanganisa ukukhiqizwa kwezithombe, ukukhiqizwa kwamavidiyo nokuhlela ngekhanvasi ehlakaniphile. Abasebenzisi bangafaka imiyalelo ngesiShayina ukuze bakhiqize izithombe, noma baguqule umbhalo nezithombe ezimile kube izingxenye zamavidiyo, bese belawula indlela yokushintsha kwekhamera besebenzisa ozimele bokuqala nabokugcina. Imiphumela ekhiqiziwe ingaqhubeka ihlelwe ekhanvasini ngokudweba kabusha ingxenye, ukunweba isithombe, ukususa izinto, ukukhipha ingemuva nokuhlanganisa izithombe eziningi. Ilungele abadali bamavidiyo amafushane, abaklami, abaphathi bezinkundla ezintsha zemidiya, kanye namaqembu okuqukethwe e-commerce namabhendi, ukuze benze imidwebo yokuqala yemifanekiso yomqondo, amakhava, ama-storyboard ezikhangiso nezinto zamavidiyo amafushane. Umkhiqizo unikeza izindlela zokusebenzisa zamahhala nezikhokhelwayo, kodwa amaphrojekthi ayinkimbinkimbi asadinga ukulungiswa ngesandla nokukhiqizwa kwangemva kwesikhathi.
Amathuluzi okudweba nge-AIIsilinganiso 9liblib AIliblib AI iyithuluzi lokudweba nge-AI elenzelwe abadali bezithombe, futhi ihlinzeka ngemisebenzi yokwabelana ngamamodeli nokuxhumana emphakathini. Inkundla isekelwe ezinqubweni zokusebenza ezihlobene ne-Stable Diffusion, lapho abasebenzisi bengaphequlula khona amamodeli, bakhethe isixhumi esibonakalayo sokudweba ku-inthanethi, bakhiqize okuqukethwe ngokusebenzisa umbhalo uye esithombeni noma isithombe siye esithombeni, futhi bashicilele imisebenzi noma amamodeli emphakathini. Inkundla iphinde isekele ukulayishwa kwezithombe ukuze kuqeqeshwe amamodeli e-LoRA omuntu siqu, kanye nokuguqulwa kombhalo ube yividiyo nesithombe sibe yividiyo. Ilungele abaklami, ababhali bokuqukethwe abazimele, abathandi be-anime nabafundi bokudweba nge-AI, futhi ihlinzeka ngezindlela zamahhala nezikhokhelwayo. Imiphumela yangempela ithonywa ukukhethwa kwemodeli, amagama okuqondisa nezilungiselelo zamapharamitha, ngakho imiphumela ekhiqiziwe isadinga ukukhethwa nokulungiswa ngesandla.
Amathuluzi okuqamba e-AIIsilinganiso 8.1I-Xingtu AII-Xingtu AI iyinkundla yokudala ye-AIGC eqondiswe ngqo emkhakheni wamasiko nezokuvakasha. Isekelwa yi-China Travel Service Holdings yase-Hong Kong futhi isebenzela izindawo ezikhangayo, izindawo zezokuvakasha nabadali bokuqukethwe abahlobene. Abasebenzisi bangakha imibono ezungeze izindikimba zezokuvakasha namasiko, bese besebenzisa amakhono okufaka umbala nge-AI, okudala amavidiyo namamodeli e-3D ukuze benze okuqukethwe kwedijithali. Bangasebenzisa namatemplate ezithombe zokuvakasha anikezwa yinkundla ukuze bakhe izinto ezibukwayo. Abasebenzisi abahlosiwe bahlanganisa amaqembu okumaketha ezindawo ezikhangayo, abaklami abasebenzisa i-AI, abathuthukisi bemikhiqizo yamasiko nabathandi bokuvakasha. Imiphumela evamile ihlanganisa amaphosta okumaketha, amavidiyo okukhangisa, izithombe zama-IP zoqobo nokuqukethwe okuyizikhumbuzo zokuvakasha. Inkundla iphinde inikeze imincintiswano yokudala nezindawo zokuxhumana. Kunezindlela zokusebenzisa zamahhala nezikhokhelwayo; ububanzi bemisebenzi nemibandela yokusebenzisa kufanele kuqinisekiswe ekhasini langempela.
I-ejenti ye-AIIsilinganiso 9.1Lovart AII-Lovart AI iyi-ejenti ye-AI egxile enqubweni yokuklama, ethatha imisebenzi yokudala umbhalo, izithombe, amavidiyo nokumodela kwe-3D ngengxoxo. Ngemva kokuba umsebenzisi efake izidingo ngolimi olujwayelekile, uhlelo luhlela izinyathelo ezifanele, lukhiqize amaphosta, amavidiyo amafushane okukhangisa nokuqukethwe okubukwayo komkhiqizo, futhi luvumele ukuqhubeka nokukhetha nokulungisa, ukunweba isithombe noma ukulungisa imininingwane ethile kukhanvasi ehlakaniphile. Lufanele amaqembu aqalayo, abasebenzi bezokukhangisa noku-opharetha, abaklami nabadali abazimele, ukuze bahlolisise ngokushesha izinkomba ezibukwayo, benze izinto zokukhangisa futhi bahlele izinhlelo zomkhiqizo. Imiphumela ekhiqiziwe isadinga ukuhlolwa nokulungiswa ngumuntu; amaphrojekthi ayinkimbinkimbi akufanele athembele ngokuphelele enqubweni ezenzakalelayo. Ngokwemininingwane etholakalayo, umkhiqizo utholakala mahhala.
Amathuluzi Okuthengisa e-AIIsilinganiso 8.4LinkFox AII-LinkFox AI iyithuluzi lokumaketha le-AI labathengisi be-e-commerce ewela imingcele, elihlinzeka ngosizo ekuphathweni kwezithombe zemikhiqizo, imibhalo yokumaketha, amavidiyo amafushane nedatha yokusebenza. Abathengisi bangasebenzisa izinsiza zemikhiqizo ukuze bakhe izithombe ezibonisa amamodeli, izithombe ezinezimo zansuku zonke namavidiyo anyakazayo; bangakha nezihloko ngezilimi eziningi, izincazelo zamaphuzu amahlanu nama-imeyili okumaketha, futhi basebenzise amagama angukhiye, ukuthengiswa kwezimbangi nedatha yezikhangiso ukusiza ukuhlaziya ukusebenza. Ilungele abathengisi, abasebenzi bezokuphatha, abaklami namabhizinisi amancane naphakathi okuhweba kwamanye amazwe asebenzisa amapulatifomu afana ne-Amazon, TikTok ne-Shopify, ekwethuleni imikhiqizo emisha, ekukhiqizeni okuqukethwe nasekumaketheni kwansuku zonke. Okuqukethwe okukhiqiziwe kusadinga ukuhlolwa ngesandla ngokusekelwe olwazini lomkhiqizo, emakethe okuhloswe kuyo nemithetho yepulatifomu.
Amathuluzi okuqamba e-AIIsilinganiso 8.5Haina XinghuoIHaina Xinghuo iyinkundla yamathuluzi okusungula nge-AI kanye nemvelo yokuqukethwe eyakhiwe yi-China Unicom, eqondiswe kubasunguli bokuqukethwe, abafuna okuqukethwe kanye nabafundi abasebasha. Le nkundla ihlinzeka ngemisebenzi yokudala efana nokubhala, ukuqamba, ukucula, ukudlala nokwenza izingoma nge-AI, kanye nokukhiqiza abantu bedijithali. Iphinde ibe nemakethe yokuhweba ngokuqukethwe, lapho abasunguli bengabonisa khona imisebenzi yabo, babeke amanani futhi baxoxisane nabafuna okuqukethwe. Le nkundla iphinde ihlinzeke ngensizakalo yokufakazela ngogesi esekelwe ku-blockchain, futhi isekele ukuhlola izindlela zokwenza imali ngemisebenzi ngokusebenzisa imigudu efana namaringi evidiyo okushaya ucingo e-China Unicom. Inqubo yokusetshenziswa kwayo ihlanganisa ukudala, ukubonisa umsebenzi, ukuxhumana kwezohwebo kanye nokugcina ubufakazi bamalungelo, ngakho ifanele abasebenzisi abadinga ukukhiqiza okuqukethwe noma abafuna imisebenzi yoqobo. Amathuluzi athile, imithetho yokuhweba kanye nobubanzi bokuvulwa kwemigudu kungashintsha kuye ngokusebenza kwenkundla; abasebenzisi kufanele basebenzise ulwazi olukhonjiswa ekhasini langempela njengesisekelo ngaphambi kokusebenzisa.
Izingxoxo ze-AIIsilinganiso 8.5Janitor AII-Janitor AI iyinkundla yezingxoxo yokudlala izindima esebenzisa abalingiswa be-AI, egxile kakhulu ezindikimbeni zama-anime nezamaphupho. Abasebenzisi bangakhetha abalingiswa emtatsheni wabalingiswa bomphakathi ukuze baqale ingxoxo, noma bazakhele abalingiswa ngokwabo ngokuchaza ubuntu, umlando kanye nendlela yokukhuluma. Inkundla ngokwayo ayinikezi amamodeli e-AI; ngokuvamile idinga ukuxhunywa kuma-API ezinkampani zangaphandle anikezwa umsebenzisi, njenge-OpenAI noma i-KoboldAI, ukuze aqhube izingxoxo. Inkundla isekela okuqukethwe kwe-NSFW, futhi ifanele abasebenzisi abafuna ukuxhumana nabalingiswa ngendlela evulekile, ukudala abalingiswa bokuqala noma ukuhlola amamodeli ahlukahlukene. Ukusebenzisa inkundla ngokwayo kumahhala, kodwa ama-API ezinkampani zangaphandle angase abe nezindleko, kanti ukusetha izixhumi kudinga ulwazi oluthile lobuchwepheshe.
Izingxoxo ze-AIIsilinganiso 8.2PolyBuzz.aiI-PolyBuzz.ai iyinkundla ekhethekile yokusebenzelana nabalingiswa, eyakhiwe yi-Zuoyebang, egxile ezingxoxweni nabalingiswa be-AI, ekudlaleni indima nasekudaleni kwabasebenzisi. Le nkundla ihlanganisa abalingiswa abangaphezu kwezigidi ezingamashumi amabili abakhiwe umphakathi kanye nabadali abasemthethweni. Abasebenzisi bangakhetha umlingiswa baxoxe naye ngokuqondile, noma basethe ubuntu, isizinda, izwi nesithombe ukuze bakhe umlingiswa omusha, bese beqhubekisela phambili indaba ngezingxoxo eziqhubekayo. Le nkundla iphinde inikeze umsebenzi wokukhiqiza izithombe nge-AI, ongasetshenziselwa ukwenza izithombe zobuso babalingiswa noma izithombe zezigcawu zezingxoxo, futhi itholakala kuwebhu, ku-iOS nakuzinhlelo zokusebenza ze-Android. Ilungele abathandi bokudlala indima, abalandeli be-ACGN namafilimu nethelevishini, abantu abafuna ubungane obungokomzwelo, kanye nabadali abadinga ukuhlola izilungiselelo zabalingiswa nokuthola ugqozi lwezindaba. Kumele kuqashelwe ukuthi ulwazi lomlingiswa luncike ezilungiselelweni ezithile nasekusebenzeni kwengxoxo, futhi ikhwalithi nesitayela sokuqukethwe komphakathi kungahluka.
Umsizi we-AIIsilinganiso 9.3豆包AI豆包AI ungumsizi we-AI ophelele ohlinzeka ngenguqulo yewebhu, yeselula neklayenti le-PC, ogxile ekuphenduleni imibuzo ngezingxoxo, ekubhaleni imibhalo, ekuhumusheni, ekusizeni ekufundeni nasekukhiqizeni okuqukethwe kwemidiya eminingi. Abasebenzisi bangafaka umbhalo noma balayishe izithombe ukuze bathole izimpendulo zemibuzo, izifinyezo zemibhalo, ukuqonda izithombe neziphakamiso zokudala. Bangasebenzisa futhi imisebenzi ehlobene nezithombe, umculo, amavidiyo nezwi ukuze benze okuqukethwe. Abafundi, abadali bokuqukethwe, onjiniyela nabasebenzisi abasebenza emahhovisi nsuku zonke bangaphatha imisebenzi ehlukahlukene endaweni eyodwa. Eminye imibuzo eyinkimbinkimbi isadinga ukuqinisekiswa ngumuntu; ukunemba, ukuphelela nokusebenziseka kokuqukethwe okukhiqiziwe kuyahlukahluka kuye ngomsebenzi nekhwalithi yokufakwayo.
Amathuluzi okubhala e-AIIsilinganiso 8.6Baidu Orange ChapterI-Baidu Orange Chapter iyithuluzi lokubhala le-AI elikhishwe yi-Baidu Wenku, eliqondiswe kubacwaningi, abafundi, abasebenzi kanye nabadali bokuqukethwe abadinga ukubhala okujulile. Abasebenzisi bangalayisha noma bahlele imibhalo, basebenzise ukusesha ulwazi, ukufingqa okuqukethwe nemibuzo nezimpendulo ukuze baqonde ulwazi, bese bekhiqiza okuqukethwe okude ngokusekelwe esihlokweni noma ezintweni eziyisethenjwa. Bangaphinde bacwengisise, banwebe, baqhubeke nokubhala, balungise futhi bahlele ifomethi yokuqukethwe. Leli thuluzi lilungele imisebenzi yokubhala eyinkimbinkimbi njengamaphepha ocwaningo, imibiko yezimboni nezifinyezo zomsebenzi. Okuqukethwe okukhiqiziwe kusengaba namaphutha emaqinisweni, ezinkomba nasekusetshenzisweni kolimi, ngakho ulwazi nemibono kufanele kuqinisekiswe ngesandla ngaphambi kokusetshenziswa ngokusemthethweni.