Uninzi lwabantu abazama i-AI kwizimvo ze-LinkedIn bagqibela bekwindawo enye kwezimbini. Nokuba bachitha ixesha elide behlela imveliso njengoko bebeya kuyibhala ngesandla - okanye bayivumela ukuba iposwe ngokuzenzekelayo baze bavuke bebona izimvo ezingathi azifani nabo, kwisithuba abangazange basebenze kuso.
I-AI ye-Human-in-the-loop (HITL) yimpendulo kuzo zombini ezi ngxaki. Idibanisa isantya se-AI kunye nokugweba komntu onedumela elisengozini. I-AI ivelisa. Uhlolo lomntu. Umntu uyayivuma. Akukho nto ithunyelwayo ngaphandle kwesigqibo esenziwe ngabom.
Ngokukodwa kwi-LinkedIn - apho izimvo zakho zinamathele kwigama lakho, iprofayili yakho, kunye nophawu lwakho lobuchwephesha - oku akumnandi ukuba nakho. Yeyona ndlela kuphela eyenza ukuba ukuphawula nge-AI kukhuseleke ukusetyenziswa kwinqanaba eliphezulu.
I-AI ethumela imiyalezo ngaphandle kokubuza ayisosixhobo sokwenza imveliso. Luxanduva. Imodeli yomntu ngaphakathi kwendlela yokunxibelelana yiyo eyahlula ukubandakanyeka kokwenyani kwinqanaba lobukhulu kumonakalo webhrendi ngesantya.
Yintoni i-AI ye-Human-in-the-Loop kwaye kutheni ibalulekile kwi-LinkedIn?
I-AI yomntu ngaphakathi kwi-loop ngumgaqo woyilo lwenkqubo: I-AI ivelisa imveliso, umntu uyayihlola, aze umntu ayivume ngaphambi kokuba kuthathwe naliphi na inyathelo. I-AI ilawula ubungakanani kunye nohlalutyo lomxholo. Umntu ugcina igunya lokugqibela kwinto eyenzekayo ngokwenene.
Kwi-LinkedIn, oku kubalulekile ngezizathu ezintathu ezingasebenzi kwamanye amaqonga amaninzi.
I-algorithm ye-LinkedIn ivavanya umgangatho wezimvo ngenkuthalo. Phantsi kwe-360Brew, Imodeli yokubeka umxholo kwi-LinkedIn ka-2026, Izimvo ezicingisisiweyo zithwala ubunzima be-algorithmic obuphindwe kayi-15 kune-like — kodwa izimvo eziqhelekileyo okanye eziphindaphindwayo zihlelwa njengengxolo yokuzibandakanya kwaye zicinezelwe ngokukhutheleyo. Inkqubo ezenzekelayo ngokupheleleyo ethumela "Ukuqonda okuhle!" kwisikali ayikunyusi ukufikelela kwakho. Ibonisa kwi-algorithm ukuba ukuzibandakanya kwakho kuyasebenza — kwaye isebenza ngokufanelekileyo.
Imigaqo yeNkonzo yeLinkedIn iyakwalela ukuthunyelwa kwezinto ngokuzenzekelayo ngaphandle kokulawulwa ngumntu. I-LinkedIn ngokucacileyo iyakwalela izixhobo ezizenzela ngokuzenzekelayo izenzo ngaphandle kokubandakanyeka kwamalungu. Ukuphawula ngokuzenzekelayo ngokupheleleyo - apho izithuba zesoftware egameni lakho ngaphandle kophononongo - zichasene naloo migaqo. I-HITL ayisiyonto ikhuselekileyo kuphela kwibhrendi yakho. Luyilo olukugcina uthobela imithetho.
Izimvo zakho ze-LinkedIn zinxulunyaniswa ngokusisigxina nobuwena bakho bobuchwephesha. Ingxelo ethunyelwe ngethoni engalunganga, kwiposi engalunganga, okanye enempazamo yokwenyani ayinyamalali buthule. Ihlala kwiposi yomnye umntu, ibonakala kuthungelwano lwabo, inamathele kwigama lakho. Ingozi yodumo iphezulu apha kunakwezinye iiplatifomu.
Indlela iKonnector.ai's Human-in-the-Loop Comment Workflow esebenza ngayo:
Uphawu lwezimvo lweKonnector.ai lwakhiwe ngokupheleleyo ngokusekwe kumgaqo weHITL. Nantsi indlela echanekileyo:
Inyathelo lokuqala: I-Konnector iskena i-feed yakho ekujoliswe kuyo. Ngokusekelwe kumagama angundoqo owakhethileyo, useto lwe-ICP, kunye neeprofayili okanye amaphepha ofuna ukunxibelelana nawo, iKonnector iveza izithuba ezifanelekileyo ezivela kubantu ofuna ukubonakala kubo. Awuphawuli ngokungacwangciswanga — uphawula ngobuchule, kwiincoko abaphulaphuli bakho abajolise kubo sele benazo.
Inyathelo lesibini: I-AI ivelisa uyilo lwezimvo oluhambelana nomxholo. Ayilotemplate. Ayilotshintshiselwano lwamagama. I-AI kaKonnector ifunda umxholo weposi yokwenyani kwaye ivelise uluvo oluphendula oko kubhaliweyo -- yongeza umbono, ibuza umbuzo olandelayo, okanye ibhekisa kwinto ethile ethethwe ngumbhali. Ithoni kunye noseto lomntu olucwangcisiweyo kwiKonnector lubumba indlela idrafti evakala ngayo. Ilizwi lakho, hayi ilizwi eliqhelekileyo le-AI.
Inyathelo lesithathu: Uhlola ngaphakathi kwideshibhodi yeKonnector. Yonke idrafti ikwi-Pending queue. Uyayifunda. Ungahlela naliphi na igama, ulungise ithoni, wongeze into ethile, okanye ungayitsibi yonke iposi. Akukho nto iya phambili ngaphandle kwemvume yakho ecacileyo.
[Isibambi-ndawo sesikrini — Ideshibhodi yoLawulo lwezimvo zeKonnector.ai ebonisa iithebhu ezilindileyo / ezivunyiweyo / ezitsityiweyo / ezivunyiweyo ngokuzenzekelayo kunye needrafti ezintathu zezimvo ezilindele ukuphononongwa]
Inyathelo lesine: Iposi yezimvo ezivunyiweyo — kwaye umsebenzi uyabhalwa. Wakuba uyivumile, iKonnector ithumela izimvo. Zonke izenzo zirekhodwa kuhlalutyo lwephulo lakho — zeziphi izithuba oye wabandakanyeka kuzo, zeziphi izimvo ezivunyiweyo, amazinga eempendulo, kunye notyelelo lweprofayili olubangelwe ngumsebenzi wakho wokuphawula. Ungabona kanye ukuba yintoni esebenzayo.
Umgca yimveliso. Ayiyo i-AI. Nabani na unokubhala izimvo. I-Konnector ikunika isiseko sokuhlaziya, ukuvuma, kunye nokulandelela kwinqanaba elithile - ngaphandle kokulahlekelwa sisigqibo esikhusela uphawu lwakho.
⚡ Yizame simahla → Seta iphulo lakho lokuqala lokuphawula ngeHITL ngemizuzu embalwa. Akukho mfuneko yekhadi letyala.
Kutheni Izimvo zeLinkedIn eziZenzekelayo ngokupheleleyo ziyiNgcali enobungozi
Umdla wokuphawula ngokuzenzekelayo ucacile: lungiselela kube kanye, yivumele isebenze, yakha ukubonakala ngelixa ulele. Inyani ayithandeki kangako.
I-LinkedIn iyayibona loo nto. Iinkqubo zokufumanisa ze-LinkedIn zika-2026 zihlalutya iipatheni zokuziphatha — ixesha, isantya, kunye nolwakhiwo lwezimvo — ngokwezinga. Iiakhawunti eziphawulayo kwi-milliseconds emva kokupapashwa okanye ezishiya izimvo ezifanayo ngokwesakhiwo kwizithuba ezininzi ziyavalwa. Ukufikelela obuzama ukuyakha kuyanyamalala ngokupheleleyo.
Izimvo ze-AI eziqhelekileyo ziyabonakala ngoko nangoko. “Ndiyayithanda le ndlela yokubona izinto.” “Ibaluleke kakhulu kule mihla.” “Andinakuvuma okungakumbi.” La mabinzana abonakala rhoqo kwizimvo ezenziwe yi-AI kangangokuba abaphulaphuli abaziingcali be-LinkedIn baye baphuhlisa indlela enamandla yokubona izinto ngendlela efanayo. Ingxelo ebonisa ukuba “u-AI ubhale oku” ayikokuzibandakanya. Yingxolo — kwaye abaphulaphuli bakho bayayazi loo nto.
Umngcipheko wokonakala kophawu uyinyani kwaye awuthathelwa ngqalelo. Inkqubo ezenzekelayo ngokupheleleyo ayinandlela yokwazi ukuba iposi malunga nomcimbi onzima kushishino ifuna ithoni eyahlukileyo kuneyokubhiyozela isiganeko esibalulekileyo senkampani. Ayinakutsho ukuba iposi oyibhalayo inobuntununtunu kwezopolitiko, inempikiswano ngokomsebenzi, okanye ayifanelekanga kwisikhundla sakho. Ngaphandle kokujongwa ngumntu, Iingozi zomxholo oveliswe yi-AI ukuba ayilophawu, ayichanekanga ngokwezibakala, okanye ayinaluvelwano ngokwenkcubeko — kwaye kwi-LinkedIn, loo ngxelo ifumaneka esidlangalaleni kumxholo womnye umntu.
I-HITL izisombulula zonke ezi ngxaki zintathu ngaxeshanye. Umngcipheko wokufunyanwa uyehla kuba indlela yokuziphatha ingumntu ngokwenene — uphononongo lokwenyani, utshintsho lwangempela lwexesha, izigqibo zokwenyani zokuhlela. Umgangatho wezimvo uyanda kuba umntu ufunda uyilo ngaphambi kokuba luthunyelwe. Umngcipheko wokonakala kwebhrendi uyasuswa kuba akukho nto iphilayo ngaphandle kotyikityo lwakho.
Yintoni Eyenza Ingxelo yeLinkedIn Esemgangathweni Ophezulu - kunye nendlela i-AI kaKonnector eyifanisa ngayo
Phantsi kwe-360Brew, imisonto yezimvo eneempendulo ezintathu okanye ngaphezulu ezibuyela umva ivelisa i Isiphumo sokukhulisa esingu-5.2x malunga nokusasazwa komxholo. Oko kwenzeka kuphela xa uluvo lokuqala lulungile ngokwaneleyo ukuba lubangele impendulo evela kumbhali weposi okanye kwabanye abafundi.
I-AI kaKonnector yenzelwe ukuvelisa izimvo ezihlangabezana nalo mgangatho — kungekhona izimvo ezikhoyo kuphela.
Ingxelo ye-LinkedIn esemgangathweni ophezulu yenza enye yezinto ezintlanu: yongeza umbono ongafakwanga kwisithuba, ibuza umbuzo olandelayo, ibhekisa kwinto ethile ecacileyo kumxholo wesithuba, yabelana ngamava obuqu afanelekileyo ngokuthe ngqo, okanye inika inqaku ledatha elandisa ingxoxo yombhali.
Oko ingakwenziyo: vumelana ngokubanzi, shwankathela iposi emva kombhali, okanye sebenzisa uhlobo lwamabinzana agcwalisayo i-360Brew ewafundileyo ukuwahlulahlula njengengxolo.
Useto lwethoni lukaKonnector lukuvumela ukuba ulungiselele indlela i-AI evakala ngayo — ehlalutyayo ngakumbi, ethetha ngakumbi, ephezulu ngakumbi, ethe ngqo ngakumbi — ukuze iidrafti ezivelisayo zivakale njengenguqulelo yakho, kungekhona inguqulelo yomzekelo omkhulu wolwimi wokubhala wonke umntu ngaxeshanye.
Ubude obufanelekileyo bubalulekile. Ayilogama elinye. Ayilogama lesincoko. Izivakalisi ezibini ukuya kwezine ezongeza into ethile — yifomathi efumana iimpendulo, ivelise utyelelo lweprofayili, kwaye yakha uhlobo lokubonakala oluhambelanayo ngokuhamba kwexesha.
Ukuphawula okuSebenzayo kwi-Human-in-the-Loop vs. Okuzenzakalelayo ngokupheleleyo
| Criteria | Umntu okwiLuphu (Konnector.ai) | Zizenzekelayo ngokuzenzekelayo |
|---|---|---|
| Ukhuseleko lwebhrendi | Phezulu — uyayivuma yonke ingxelo ngaphambi kokuba iposwe | Iphantsi — akukho phononongo ngaphambi kokuba iposwe; umngcipheko ongekho lizwi uhlala uhleli |
| Ukuthobela i-LinkedIn ToS | Ukuthobela — ukujongwa kwabantu kuyaqhubeka kulo lonke ixesha | Usemngciphekweni — ukuthunyelwa ngokuzenzekelayo kunokubangela iiflegi zomgaqo-nkqubo |
| Umgangatho wezimvo | Imixholo kunye neyomntu ngamnye — iidrafti ze-AI, ukuphuculwa kwabantu | Idla ngokuba yinto eqhelekileyo okanye ephindaphindwayo — ibonwa yi-algorithm kunye nabaphulaphuli |
| Ixesha ligciniwe | Okubalulekileyo — I-AI ibhala izimvo ezingama-50 ngexesha oza kubhala ngalo ezi-5 | Eyona nto iphezulu — kodwa ngexabiso lolawulo nomgangatho |
| Umngcipheko wokubhaqwa | Low — uphononongo lwabantu ludala umahluko wokwenyani wexesha | Phezulu - iiakhawunti ziphawulwe ngesantya esingaphezu kwamandla omntu kunye nokuphindaphinda kwepateni |
| ulawulo | Igcwele — hlela okanye ulahle naluphi na uyilo nangaliphi na ixesha | Akukho nto — xa ulandelelwano luqhubeka, luyaqhuba |
| Impembelelo yokufikelela | Ezilungileyo — izimvo ezisemgangathweni zifumana iimpendulo kwaye ziqhubele phambili ukutyelela iiprofayili | Ukungathathi cala ukuya kokungalunganga — izimvo eziqhelekileyo zihlelwe njengengxolo yokuzibandakanya phantsi kwe-360Brew |
Iingcali ezivelisa izimvo ezininzi ezivela kwi-LinkedIn ngo-2026 azizizo ezithumela kakhulu. Zizo ezithumela izimvo zazo zilungile ngokwaneleyo ukwenza abantu bafune ukwazi ukuba ngubani owazibhalayo.
Ukuze ufumane okungakumbi malunga nendlela ukuphawula nge-AI okuhambelana ngayo nesicwangciso sokuzibandakanya se-LinkedIn esithobela imithetho, jonga izikhokelo zethu kwi Izimvo zeCFBR kunye ne-AI kwiLinkedIn kwaye indlela izimvo ze-AI ezikhuthaza ngayo ukubandakanyeka kwe-LinkedIn.
📅 Bhukisha iDemo yasimahla → Jonga indlela yokusebenza kwezimvo ze-HITL yeKonnector.ai ngqo — ukusuka kwisithuba seposi ukuya kuphononongo oluyilwayo ukuya kukubandakanyeka okuvunyiweyo.
⚡ Bhalisa simahla → Hlaziya ngaphambi kokuba uthumele. Hlala uyinyani kwinqanaba. Qala namhlanje.
11x Ukufikelela kwiLinkedIn kunye
Ukuzenzekela kunye neGen AI
Bopha amandla e-LinkedIn Automation kunye neGen AI ukukhulisa ukufikelela kwakho kunanini na ngaphambili. Bandakanya amawaka esikhokelo ngeveki kunye nezimvo eziqhutywa yi-AI kunye namaphulo ekujoliswe kuwo-zonke zivela kwiqonga elinye le-lead-gen powerhouse.
Imibuzo ebuzwa qho
I-AI ye-Human-in-the-loop (HITL) yeengxelo ze-LinkedIn yinkqubo apho i-AI ivelisa iidrafti zezimvo, kodwa umntu uyazihlola aze azivume ngaphambi kokuba azithumele. Oku kuqinisekisa ukuchaneka, ulawulo lwethoni, kunye nokhuseleko lwebhrendi ngelixa kusagcinwa ixesha.
Ewe—ukuba usebenzisa indlela yomntu ngaphakathi kwe-loop. Ukuphawula nge-AI ngokuzenzekelayo ngokupheleleyo kunokukhokelela kwiimpendulo eziqhelekileyo, ukwaphulwa komgaqo-nkqubo, okanye umngcipheko wodumo. I-HITL iqinisekisa ukuba yonke ingxelo iphononongwa ngaphambi kokuba ivele.
I-LinkedIn ivumela umsebenzi oncediswa yi-AI kuphela xa kukho ukubandakanyeka komntu. Ukuthumela imiyalezo ngokuzenzekelayo ngaphandle kophononongo lomsebenzisi kunokwaphula iMigqaliselo yeNkonzo ye-LinkedIn kwaye kunokubangela imiqathango.
Izimvo ezizenzekelayo zihlala zingenawo umxholo, ziphinda-phinda iipateni, kwaye zithumela ngesantya esingaqhelekanga. Oku kwenza kube lula kwiinkqubo zeLinkedIn ukuzifumana kwaye kunokukhokelela ekunciphiseni ukufikelela, ukuvalwa kwesithunzi, okanye imiqathango yeakhawunti.
I-HITL AI iphucula ukubandakanyeka ngokudibanisa isantya se-AI kunye nombono womntu. Oku kuphumela kwizimvo ezifanelekileyo nezicingisisiweyo ezinokuthi zifumane iimpendulo kunye nokutyelela iiprofayili.
Ingxelo esemgangathweni ophezulu yongeza ixabiso. Ingabandakanya umbono owahlukileyo, ukubuza umbuzo ofanelekileyo, ukubhekisa kwiingongoma ezithile kwisithuba, okanye ukwabelana ngamava anxulumene noko—kunokusebenzisa amabinzana aqhelekileyo.
Ewe, ukuba isetyenzisiwe ngaphandle kophononongo. Izimvo ezibhalwe kakubi okanye ezingabalulekanga zinokubonakala zingachanekanga kwaye zonakalise ukuthembeka. Ekubeni izimvo zeLinkedIn zisesidlangalaleni kwaye zihlala zihleli, zonke izimvo zibonisa ubuwena bakho bobuchwephesha.
Umgangatho ubaluleke ngaphezu kobuninzi. Ukuthumela izimvo ezi-5–10 ezicingisisiweyo nezifanelekileyo imihla ngemihla kusebenza ngakumbi kunokuthumela iimpendulo ezininzi ezikumgangatho ophantsi okanye ezizenzekelayo.
Ukuphawula okuncediswa yi-AI kubandakanya ukuvelisa iidrafti eziphononongwa kwaye zivunywe ngumntu. Izithuba zokuphawula ezizenzekelayo ngokuthe ngqo ngaphandle kwegalelo lomntu. Eyokuqala ikhuselekile kwaye iyavumelana; eyesibini inomngcipheko.
Eyona ndlela ikhuselekileyo yokwandisa ulwazi kukusebenzisa i-AI ukuvelisa iidrafti kunye nomntu oza kuzihlola ngaphambi kokuba azithumele. Oku kugcina ubunyani, kuqinisekisa ukuthotyelwa kwemithetho, kwaye kukhusela udumo lwakho lobungcali.
