Ko te nuinga o te hunga e whakamātau ana i te AI mō ngā kōrero LinkedIn ka mutu ki tētahi o ēnei wāhi e rua. E rua te roa o tā rātou whakatika i te putanga, pērā i te roa o tā rātou tuhi ā-ringa - ka tukuna rānei kia tukuna aunoatia, ā, ka ara ake ki tētahi kōrero kāore i rite ki tā rātou i whakaaro ai, i runga i tētahi pou kāore rātou i aro atu ki ai.
Ko te Human-in-the-loop (HITL) AI te otinga mō ngā raruraru e rua. Ka honoa te tere o te AI me te whakatau a te tangata kei te tūpono tōna ingoa. Ka whakaputa te AI. Ka arotake te tangata. Ka whakaae te tangata. Kāore he mea e tuku kōrero ana me te kore he whakatau āta whakaarohia.
Mō LinkedIn tonu — ina koa ka honoa ō kōrero ki tō ingoa, ki tō kōtaha, me tō waitohu ngaio — ehara tēnei i te mea pai. Koinei anake te huarahi e haumaru ai te whakamahi i te tuku kōrero a te AI i te tauine nui.
Ehara te hangarau mohio e tuku karere ana me te kore e pātai i te taputapu whakaputa hua. He herenga. Ko te tauira tangata-i-roto-i-te-porowhita te mea e wehewehe ana i te whai wāhi pono i te tauine nui mai i te kino o te waitohu i te tere.
He aha te Human-in-the-Loop AI, ā, he aha te hiranga mō LinkedIn?
Ko te AI tangata-i-roto-i-te-porowhita he mātāpono hoahoa pūnaha: Ka whakaputahia e te AI ngā putanga, ka arotakehia e te tangata, ā, ka whakaaetia e te tangata i mua i te mahi i tētahi mahi. Mā te AI e whakahaere te tātaritanga o te rōrahi me te horopaki. Kei te tangata te mana whakamutunga mō ngā mea e tupu ana.
I runga i a LinkedIn, e toru ngā take e whai tikanga ai tēnei, kāore e pā ki te nuinga o ngā tūāpapa kē atu.
Ka arotakehia e te pūnaha a LinkedIn te kounga o ngā kōrero. I raro i te 360Brew, Te tauira whakatauranga ihirangi a LinkedIn mō te tau 2026, Ko ngā kōrero whakaaroaro he tata ki te 15 ngā wā te taumaha o te taurangi o tētahi 'like' — engari ko ngā kōrero whānui, ngā kōrero tāruarua rānei, ka whakarōpūtia hei haruru whakauru, ā, ka pehia kaha. Kāore he pūnaha aunoa katoa e tuku ana i te "He māramatanga nui!" i te tauine nui e whakanui ake i tō toronga. Ka tohu ki te taurangi he mea hanga noa tō whakauru — ā, ka mahi i runga i tēnā.
E āraia ana e ngā Ture Ratonga a LinkedIn te tuku karere aunoa me te kore he tirotiro a te tangata. LinkedIn mārama ārai i ngā taputapu e aunoa ana i ngā mahi me te kore whai wāhi mai o ngā mema. Ko te tuku kōrero aunoa katoa — arā, ko te tuku kōrero a te pūmanawa mōu me te kore arotake — kei te takahi i aua tikanga. Ehara i te mea ko te HITL anake te mea haumaru mō tō waitohu. Ko te hoahoanga e pupuri ana i a koe kia tutuki i ngā whakaritenga.
Ka hono tonu ō kōrero ki a LinkedIn ki tō tuakiri ngaio. Kāore e ngaro puku te kōrero i tukuna i roto i te reo hē, i runga i te pou hē, i roto rānei i te hapa o ngā kōrero. Ka noho ki runga i te pou a tētahi atu, ka kitea e tā rātou whatunga, ka piri ki tō ingoa. He nui ake ngā tūponotanga mō te rongonui i konei i tērā i runga i te nuinga o tētahi atu papaaho.
Te Mahi a te Rerenga Mahi Kōrero Tangata-i-te-Porowhita a Konnector.ai:
Ko te āhuatanga tuku kōrero a Konnector.ai e hangai katoa ana ki te mātāpono HITL. Anei te rerenga tika:
Hipanga tuatahi: Ka matawai a Konnector i tō whāngai ūnga. I runga i ō kupumatua kua whirihorahia, ngā tautuhinga ICP, me ngā kōtaha, ngā whārangi rānei e hiahia ana koe ki te taunekeneke, ka whakaatuhia e Konnector ngā pou e tika ana mai i te hunga e hiahia ana koe kia kitea e rātou. Kāore koe e tuku kōrero matapōkere ana — kei te tuku kōrero rautaki koe, i roto i ngā kōrerorero kua oti kē te mahi a tō hunga whakarongo.
Hipanga tuarua: Ka whakaputahia e te AI tētahi tauira kōrero whai horopaki. Ehara i te tauira. Ehara i te whakawhiti ingoa. Ka pānuihia e te AI o Konnector ngā ihirangi o te pou, ka whakaputa i tētahi kōrero e whakautu ana ki ngā mea i tuhia — te tāpiri i tētahi tirohanga, te pātai i tētahi pātai whai muri, te tohutoro rānei i tētahi mea motuhake i kōrerohia e te kaituhi. Ko ngā tautuhinga reo me te āhua o te tangata e whirihorahia ana e koe i roto i a Konnector e hanga ana i te tangi o te tauira. Ko tō reo, ehara i te reo AI whānui.
Hipanga tuatoru: Ka arotake koe i roto i te papatohu a Konnector. Kei roto i te rarangi tatari ia tauira. Ka pānuihia e koe. Ka taea e koe te whakatika i tētahi kupu, te whakarerekē i te reo, te tāpiri i tētahi mea motuhake, te peke atu rānei i te pou. Kāore he mea e neke whakamua ana me te kore tō whakaaetanga mārama.
[Pūwāhi whakaahua mata — Papatohu Whakahaere Kōrero a Konnector.ai e whakaatu ana i ngā ripa e tatari ana / e whakaaetia ana / e pekehia ana / e whakaaetia aunoa ana me ngā tauira kōrero e toru e tatari ana kia arotakehia]
Hipanga tuawhā: Kua whakaaetia ngā kōrero tuku iho — ā, ka tuhia ngā mahi. Kia whakaaetia e koe, ka tukuna e Konnector te kōrero. Ka tuhia ia mahi ki roto i ngā tātaritanga o tō kaupapa whakatairanga — ko ēhea ngā pou i uru atu koe, ko ēhea ngā kōrero i whakaaetia, ngā reiti whakautu, me ngā haerenga ki te kōtaha i puta mai i tō mahi kōrero. Ka taea e koe te kite tika i ngā mea e mahi ana.
Ko te rārangi te hua. Ehara i te AI. Ka taea e te tangata te whakaputa kōrero. Ka hoatu e Konnector ki a koe te hanganga hei arotake, hei whakaae, hei aroturuki i te tauine nui - me te kore e ngaro te whakaaro nui e tiaki ana i tō waitohu.
⚡ Whakamātauria mō te kore utu → Whakatūria tō kaupapa tuku kōrero HITL tuatahi i roto i ngā meneti. Kāore he kāri nama e hiahiatia ana.
He aha ngā kōrero LinkedIn aunoa katoa he rautaki mōrearea
He mārama te ātaahua o te tuku kōrero aunoa katoa: whakatūria kotahi, tukua kia rere, kia kitea te tangata i a koe e moe ana. Ko te mea pono, kāore i te tino ātaahua.
Ka kitea e LinkedIn. Ka tātarihia e ngā pūnaha kimi a LinkedIn mō te tau 2026 ngā tauira whanonga — te wā, te tere, me te hanganga kōrero — i runga i te tauine nui. Ka āraia ngā pūkete e tuku kōrero ana i roto i ngā mirihekona o te whakaputanga, e waiho ana rānei i ngā kōrero rite te hanganga puta noa i ngā pou maha. Ka ngaro katoa te whānuitanga i ngana koe ki te hanga.
Ka kitea tonutia ngā kōrero AI whānui. "He tino pai ki ahau tēnei tirohanga." "He mea nui rawa atu i roto i te ao o ēnei rā." "E whakaae ana ahau." He rite tonu te puta o ēnei kīanga puta noa i ngā kōrero i hangaia e te AI, ā, kua whakawhanakehia e te hunga whakarongo ngaio o LinkedIn he pūmanawa kaha ki te mōhio ki ngā tauira. Ehara i te whai wāhi te kōrero e tohu ana "Nā te AI tēnei i tuhi". He haruru engari — ā, e mōhiotia ana e tō hunga whakarongo.
He tūturu te mōrearea o te kino ki te waitohu, ā, he iti noa iho te mōhiotia. Kāore he huarahi e taea ai e te pūnaha aunoa katoa te mōhio he rerekē te reo o te pou mō tētahi huihuinga uaua o te ahumahi i tērā e whakanui ana i tētahi tohu nui o te kamupene. Kāore e taea te kī he tairongo tōrangapū, he tautohenga ngaio, he koretake rānei te pou e tukuna ana e koe ki tō tūranga. Ki te kore he tirotiro a te tangata, Ngā mōrearea o ngā ihirangi i hangaia e te AI he rerekē i te waitohu, he hē ngā kōrero, he koretake rānei ki te ahurea — ā, i runga i a LinkedIn, ka noho tūmatanui taua kōrero ki runga i ngā ihirangi a tētahi atu.
Ka whakatauhia e HITL ēnei raruraru e toru i te wā kotahi. Ka heke te mōrearea o te kitenga nā te mea he whanonga tangata tūturu te tauira — arotake tūturu, rerekētanga wā tūturu, whakataunga ētita tūturu. Ka piki ake te kounga o ngā kōrero nā te mea kei te pānui te tangata i te tauira i mua i te tuku. Ka whakakorea te mōrearea kino waitohu nā te mea kāore he mea e ora ana me te kore tō waitohu.
He aha te mea e hanga ana i tētahi kōrero kounga teitei i runga i te LinkedIn — me pēhea te whakatauira a te AI o Konnector
I raro i te 360Brew, ka puta he miro kōrero e toru, neke atu rānei ngā whakautu whakamuri-ki-muri Pānga whakanui 5.2x mō te tohatoha ihirangi. Ka puta noa tēnei ina he pai te kōrero taketake hei akiaki i te whakautu mai i te kaituhi o te pou, i ētahi atu kaipānui rānei.
Kua whirihorahia te AI o Konnector ki te whakaputa i ngā kōrero e tutuki ana i tēnei paerewa — ehara i te mea ko ngā kōrero o nāianei anake.
E rima ngā mahi a tētahi kōrero kounga teitei a LinkedIn: ka tāpirihia he tirohanga kāore i roto i te pou, ka pātai i tētahi pātai whai muri, ka tohutoro i tētahi mea tūturu mai i ngā ihirangi o te pou, ka whakapuaki i tētahi wheako whaiaro e tika ana, ka whakarato rānei i tētahi tohu raraunga e whakawhānui ana i te tautohe a te kaituhi.
Ngā mea kāore e mahia ana e ia: whakaae whānui, whakarāpopototia te pou ki te kaituhi, whakamahia rānei te momo kīanga whakakī kua akohia e 360Brew ki te whakarōpū hei haruru.
Mā ngā tautuhinga oro a Konnector ka taea e koe te whirihora i te tangi o te AI — he tātari ake, he kōrero ake, he pakeke ake, he tika ake — kia rite ai ngā tauira ki tō putanga, ehara i te putanga o tētahi tauira reo nui e tuhi ana mā te katoa i te wā kotahi.
He mea nui anō hoki te roa tika. Ehara i te rārangi kotahi. Ehara i te tuhinga roa. E rua, e whā rānei ngā rerenga e tāpiri ana i tētahi mea motuhake — koinei te whakatakotoranga e whiwhi whakautu ana, e whakaputa ana i ngā toro ki ngā kōtaha, ā, e hanga ana i te momo tirohanga ka nui haere i roto i te wā.
Tangata-i-te-Arotahi vs. Te Tākupu Aunoa Katoa
| paearu | Tangata-i-te-Porowhita (Konnector.ai) | Kua Whakakorea |
|---|---|---|
| Te haumaru waitohu | Teitei — ka whakaaetia e koe ia kōrero i mua i te tukunga | He iti — kāore he arotake i mua i te tuku; he pumau tonu te mōrearea o te reo rerekē |
| Te tutuki i ngā whakaritenga a LinkedIn mō ngā Ture Whakatakotoranga | Tuturu - te tirotiro tangata puta noa i te wā | Kei te mōrearea — ka taea e te tuku aunoa te whakaoho i ngā haki kaupapa here |
| Kounga o ngā kōrero | Horopaki me te whakawhaiaro — ngā tauira AI, ngā whakatikatika tangata | He maha ngā wā whānui, ngā wā tāruarua rānei — ka kitea e te rauropi me te hunga whakarongo |
| Te wā i penapenahia | He mea nui — Ka tuhia e te AI he 50 kōrero i roto i te wā e 5 ka tuhia e koe | Teitei rawa atu — engari me utu te mana whakahaere me te kounga katoa |
| Mōrearea kitea | Iti — ka hangaia e te arotake tangata he rerekētanga tūturu o te wā | Teitei — ngā pūkete i tohua mō te tere tino kaha me te tāruarua o te tauira |
| mana | Katoa — whakatikahia, makahia rānei tētahi tauira i ngā wā katoa | Kāore — ina oma te raupapa, ka oma anō |
| Pānga tae atu | Pai — ka whiwhi whakautu ngā kōrero kounga, ka akiaki hoki i ngā haerenga ki te kōtaha | Mai i te koretake ki te kino — ngā kōrero whānui kua whakarōpūtia hei haruru whakauru i raro i te 360Brew |
Ko ngā tohunga e whakaputa ana i te nuinga o ngā urupare mai i LinkedIn i te tau 2026, ehara i te hunga e tuku ana i te nuinga. Engari ko rātou te hunga e pai ana ā rātou urupare hei akiaki i te iwi ki te mōhio ko wai te kaituhi.
Mō ētahi atu kōrero mō te hononga o te tuku kōrero AI ki tētahi rautaki whakauru LinkedIn e tutuki ana i ngā whakaritenga, tirohia ā mātou aratohu mō Ngā kōrero a te CFBR me te AI i runga i te LinkedIn a me pēhea te whakanui ake a ngā kōrero AI i te whai wāhi a LinkedIn.
📅 Pukahia he Whakaaturanga Koreutu → Tirohia te tukanga tuku kōrero HITL a Konnector.ai i runga i te ipurangi — mai i te whakaputanga o ngā pou ki te arotake tauira tae noa ki te whai wāhi kua whakaaetia.
⚡ Waitohu Koreutu → Arotakehia i mua i te tuku kōrero. Kia pono tonu i te whānuitanga. Tīmata i tēnei rā.
11x To Whakawhanaunga LinkedIn Me
Aunoatanga me Gen AI
Whakamahia te mana o LinkedIn Automation me Gen AI ki te whakanui ake i to toronga kaore ano i mua. Whakauruhia nga mano tini o nga kaiarahi ia wiki me nga korero a AI-aia me nga kaupapa whakatairanga-a-iwi katoa mai i te papaaahi hiko-a-ira.
Pātai Auau
Ko te AI tangata-i-te-porowhita (HITL) mō ngā kōrero LinkedIn he pūnaha e whakaputa ai te AI i ngā tauira kōrero, engari ka arotakehia, ka whakaaetia hoki e te tangata i mua i te tuku. Mā tēnei ka whakarite i te tika, te whakahaere reo, me te haumaru o te waitohu, me te penapena wā tonu.
Āe—mēnā ka whakamahia e koe he huarahi tangata-i-roto-i-te-hurihuri. Mā te tuku kōrero aunoa katoa a te AI ka arahi pea ki ngā urupare whānui, ki te takahi kaupapa here, ki te mōrearea rānei ki te ingoa pai. Ka whakarite a HITL kia arotakehia ia kōrero i mua i te tukunga atu.
Ka whakaaetia e LinkedIn ngā mahi āwhina-AI ina whai wāhi mai te tangata. Mā te tuku karere aunoa me te kore arotake a te kaiwhakamahi ka takahi i ngā Ture Ratonga a LinkedIn, ā, ka hua ake pea he here.
He maha ngā wā kāore he horopaki o ngā kōrero aunoa, he tauira tāruarua, ā, he tere tuku kōrero i waho o te tikanga. Mā tēnei ka māmā ake te kite a ngā pūnaha LinkedIn i ēnei kōrero, ā, ka taea te whakaiti i te toro atu, te aukati i ngā kōrero, te here rānei i ngā pūkete.
Ka whakapai ake te HITL AI i te whai wāhitanga mā te whakakotahi i te tere o te AI me te whakaaro tangata. Ka hua ake tēnei i ngā kōrero whai tikanga, whai whakaaro nui, ā, ka nui ake te tūponotanga ka whiwhi whakautu, ka akiaki hoki i ngā haerenga ki ngā kōtaha.
Ka tāpiri uara te kōrero kounga teitei. Tērā pea he tirohanga ahurei, he pātai e tika ana, he tohutoro i ngā kōrero motuhake mai i te pou, he whakapuaki rānei i tētahi wheako e pā ana - kaua e whakamahi i ngā kīanga whānui.
Āe, ki te whakamahia me te kore arotake. Ka kitea pea he hē te tuhi o ngā kōrero, kāore rānei e tika ana, ā, ka kino te mana o te tangata. Nā te mea he tūmatanui, he pumau hoki ngā kōrero a LinkedIn, ko ia kōrero e whakaata ana i tō tuakiri ngaio.
He mea nui ake te kounga i te rahinga. He pai ake te tuku i te 5–10 ngā kōrero whai whakaaro nui, whai tikanga i ia rā, i te tuku i ngā tini urupare kounga iti, aunoa rānei.
Ko te mahi tuku kōrero ā-AI he whakaputa tauira ka arotakehia, ka whakaaetia hoki e te tangata. Ka aunoa te tuku kōrero i ngā pou, kāore he urunga a te tangata. He haumaru, he tutuki hoki te ture o mua; he mōrearea te tuarua.
Ko te huarahi haumaru ki te whakawhanui ko te whakamahi i te AI hei whakaputa tauira me te tangata hei arotake i mua i te tuku. Mā tēnei ka mau tonu te pono, ka whakarite kia tutuki ngā whakaritenga, ā, ka tiakina tō ingoa ngaio.
