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IbhizinisiAI Understanding ukwaziswa

UPolimill uthi inkundla yayo ye-AI isetshenziswa omasipala baseJapan ababalelwa ku-1,050

I-OpenAI ithi iQommonsAI yePolimill yeseka omasipala ababalelwa ku-1,050 kanye nabasebenzi bakahulumeni abangu-550,000 e-Japan, kuyilapho inkampani ilungiselela inkundla ye-AI ebanzi yomsebenzi kamasipala.

6 min readRead the primary source
Source-provided image accompanying Polimill says its AI platform is used by about 1,050 Japanese municipalities
Idokhumenti yomthombo oyinhlokoUmthombo urekhodiwe
Umshicileli
openai.com
Isixhumanisi somthombo
openai.comhttps://openai.com/index/polimill
Uhlobo lomthombo
Idokhumenti eyisisekelo — isimemezelo esisemthethweni, iphepha, ukugcwalisa, noma ikhasi lomuntu wokuqala esilifunda ngokuqondile.
UmongoQonda lokhu ngemizuzwana engama-60

Qala lapha

Imigomo ebalulekile

I-hallucination
Uma imodeli ikhiqiza ulwazi olushelelayo kodwa olungamanga noma olungasekelwe.
Ukunemba
Ingxenye yezinto ezinhle ezibikezelwe ezilungile ngempela.
Ukubuyisa
Ukuthola imibhalo efanele noma amarekhodi emthonjeni wolwazi wombuzo.
ZihloleYini i-AI? Imibuzo

Kwenzekeni

I-OpenAI ishicilele ucwaningo lwenkampani oluchaza ukuthunyelwa kukaPolimill kweQommonsAI, inkundla ekhiqizayo ye-AI yokugeleza komsebenzi womkhakha womphakathi eJapan. UPolimill uthi inkundla isetshenziswa omasipala ababalelwa ku-1,050 kanye nabasebenzi bakahulumeni abangu-550,000. Le nkampani futhi ihlela ukukhishwa kwekwindla ka-2026 kweQommons ONE, ezoxhuma izinhlelo ezikhethekile ze-AI kanye nezicelo zangaphandle zomsebenzi kamasipala.

I-OpenAI ishicilele lolu cwaningo ngo-Agasti 31, 2026, yethula i-Polimill's QommonsAI njengenkundla ekhiqizayo ye-AI yomsebenzi kamasipala. I-Polimill iqale nge-Surfvote, inkundla yokubamba iqhaza komphakathi, futhi ithi ingene ku-software yokuhamba komsebenzi womkhakha womphakathi ngemva kokuhlonza inkinga: amaqembu kahulumeni abe nesikhathi esilinganiselwe sokucubungula imibono yezakhamuzi nokuthuthukisa inqubomgomo. I-QommonsAI ikhishwe ngo-Okthoba 2024. Ngokusho kwe-akhawunti ye-Polimill, manje isihlinzeka ngemisebenzi ye-AI ekhethekile yezimpendulo zomhlangano, izinsizakalo zomphakathi, inhlalakahle yomphakathi nosesho lwezomthetho, futhi isetshenziswa omasipala abangaba ngu-1,050 kanye nabasebenzi bakahulumeni abangaba ngu-550,000 kulo lonke elase-Japan. Lezo zibalo ziyizimangalo endabeni yekhasimende eligunyazwe i-OpenAI; umthombo awuhlinzeki ngocwaningomabhuku oluzimele noma ukuhlukaniswa kukamasipala, umnyango noma ukusetshenziswa okusebenzayo.

U-Polimill uthi yakhe i-QommonsAI eduze kwesisekelo sosesho esabiwe solwazi oluhlukene lokuphatha. Omasipala basebenzisa ukugeleza komsebenzi okuhlukene namafomethi amadokhumenti, kuyilapho amarekhodi afana namaminithi omhlangano asatshalaliswa ezinhlanganweni nasezinkathini zesikhathi. Le nkampani ithi iqoqe futhi yalinganisa amaminithi omhlangano kulo lonke elase-Japan, yasebenzisa i-AI ukuze yengeze imethadatha, futhi yenza lokho okubalulekile kusesheke kubo bonke omasipala. Kamuva yandisa indlela yezenhlalakahle, imithetho kanye nezinye izizinda zokuphatha. Inkundla iphinde ihlanganise nezilawuli ezivumela abalawuli ukuthi babuyekeze umlando wokusetshenziswa kwesici futhi babeke imingcele ukuthi imaphi amamodeli atholakala ngaphansi kwenqubomgomo yenhlangano. Izinhlobo ze-GPT ze-OpenAI zichazwa njengeziwumongo ku-QommonsAI. Umthombo uthi amakhono abo abanzi kanye nokujwayelana komphakathi ne-ChatGPT kusize ukwehlisa umgoqo wokutholwa, kodwa awunikezi incazelo yobuchwepheshe yezinguqulo zamamodeli, ukuhlolwa kokunemba noma ukwakhiwa kokuvikela idatha.

Ucwaningo lwecala luphinde luchaze inqubo yokuthuthukiswa kwePolimill nezinhlelo zesikhathi esizayo. I-Polimill ithi isebenzise i-Codex ngencazelo yezidingo, ibheka ukuhambisana nekhodi ekhona ye-GitHub, ukuqaliswa nokuhlola. Onjiniyela babuyekeze izinhlelo ezikhiqizwe yi-AI futhi benza izinqumo ezisezingeni eliphezulu, kuyilapho uhlelo lwenza umsebenzi wokuqalisa owengeziwe. Le nkampani ibika ukuthi isivinini sokuthuthukiswa sikhuphuke safinyelela izikhathi ezintathu kuya kweziyisihlanu ezingeni layo langaphambilini, futhi ithi i-OpenAI inikeze ukusekelwa okusebenzayo ngokuqinisekiswa kobuchwepheshe, izibonelo kanye nomklamo wenqubo. Ekwindla ka-2026, i-Polimill ihlela ukukhishwa okuphelele kwe-Qommons ONE, echazwa njengendawo yemakethe lapho izinkampani zangaphandle zinganikeza izicelo zomasipala. "I-ejenti ephezulu" ehlongozwayo yayo izokwamukela umgomo futhi ibize amasistimu e-AI akhethekile noma izicelo zomkhakha ozimele ukuze zikhiqize okulethwayo njengocwaningo nezethulo. Umthombo awuqinisekisi ukuthi lokhu kukhishwa kwenzeke noma ucacise usuku lwakho lokuqalisa.

Imininingwane yomthombo: openai.com ↗

Kungani kubalulekile

I-akhawunti ichaza ukuthunyelwa kwe-AI komkhakha omkhulu womphakathi okugxile kumarekhodi okuphatha, ukusesha kwezomthetho, umsebenzi wezenhlalakahle kanye nezimpendulo zenhlangano. Uma izibalo zikaPolimill zinembile, inkundla ingaba nomthelela ekutheni ohulumeni basekhaya balubuyisa kanjani ulwazi lwesikhungo futhi balungiselele umsebenzi ojwayelekile. Umthombo uyindaba yekhasimende le-OpenAI, nokho, futhi ayiqinisekisi ngokuzimela imiphumela yokutholwa, ukusebenza noma yesevisi yomphakathi.

Isikali esibikiwe sibeka iQommonsAI esigabeni esihlukile kunomshayeli omncane womnyango. Uma omasipala ababalelwa ku-1,050 kanye nabasebenzi bakahulumeni abangu-550,000 belusebenzisa ngenkuthalo lolu hlelo, i-AI izobe isiyingxenye yomsebenzi oqhubekayo wokuphatha engxenyeni enkulu yombuso wasekhaya wase-Japan. Lokho kungenza imisebenzi efana nokuthola okwandulelayo, ukubuyekeza amarekhodi omphakathi nokulungiselela izimpendulo ezisalungiswa ngokushesha. Kungase futhi kwakhe ungqimba olujwayelekile lobuchwepheshe komasipala abangenabo abasebenzi noma izinsiza zokwakha ezabo izinhlelo. Isilinganiso sihlala siyisimangalo esibikwe yinkampani, futhi umthombo awusho ukuthi abasebenzi basebenzisa kangaki i-QommonsAI, okuyimisebenzi evame kakhulu noma noma yimuphi umasipala othembele kuyo ukuze enze izinqumo ezilandelanayo.

Isakhiwo sedatha yomasipala ohlukene sibaluleke kakhulu kunesixhumi esibonakalayo se-chatbot. Ama-ejensi omphakathi avame ukuphatha ulwazi oluwusizo kumarekhodi adalwe ngaphansi kwamafomethi ahlukene nezinqubo zendawo. Ukulinganisa nokukhomba lawo marekhodi kunganciphisa ukuphindaphinda futhi kusize izikhulu zithole izinto ezifanele ngale kwenhlangano yazo. Ngesikhathi esifanayo, ukuhlanganisa ulwazi kubo bonke omasipala kuphakamisa imibuzo ephathekayo umthombo oshiya ungaphenduliwe. Ayichazi ukuthi umehluko wezomthetho wendawo umelelwa kanjani, ukuthi amarekhodi aphelelwe yisikhathi noma angqubuzanayo asingathwa kanjani, ukuthi ulwazi lomuntu siqu lufakiwe, noma yiziphi izikhulu ezingasesha ukuthi iziphi izinto. Inkundla evamile ingase inciphise izikhala zesevisi, kodwa ingase futhi isabalalise iphutha noma isibonelo esingafaneleki kuwo wonke amahhovisi amaningi uma ukubusa nokubuyekeza kungenamandla.

Ingxoxo kaPolimill yezikhulu ezimakadebona igqamisa umkhawulo wokuzenzakalelayo. Le nkampani ithi abasebenzi abangenalwazi olutheni basebenzise i-AI futhi baqongelela imininingwane yezokuphatha ukuze babhale iziphakamiso zenqubomgomo ezithole ukuhlolwa okusondelene nalezo zezikhulu ezinolwazi, kuyilapho iziphakamiso zezikhulu ezimakadebona zisathola ukuhlolwa okuphezulu kakhulu. I-Polimill ibeka umehluko osele olwazini oluyimfihlo: ukwahlulela okusebenzayo mayelana nezinyathelo zokuqalisa kanye nokukhathazeka okungenzeka kwabahlali. Uhlelo lwayo lokurekhoda ukuthi izikhulu ezinolwazi zicwaninga kanjani futhi zibuyekeze imiphumela ye-AI zingasiza ekulondolozeni ulwazi lwesikhungo, kodwa umthombo awunikezi ukuhlola okuzimele kokuhlola noma ubufakazi bokuthi le ndlela ithuthukisa inqubomgomo yokugcina. Ngokufanayo, inzuzo yokuthuthukiswa ebikiwe izikhathi ezintathu kuya kweziyisihlanu iyi-metric yocwaningo lwendaba yomthengisi ngaphandle kwesisekelo esichaziwe, isikhathi sokulinganisa noma indlela yokusebenza. Kufanele kuthathwe njengesimangalo esimayelana nolwazi lukaPolimill, hhayi ukutholwa kokukhiqiza okuvamile.

Interactive Mechanism

I-Interactive Mechanism: Indlela Esebenza Ngayo Ngempela

Hlola ubuchwepheshe obuyisisekelo ngemuva kwalokhu kuthuthukiswa ngokuhlanganyela.

Agent Lifecycle Stage:
1
User Intent & Planning: "Audit customer refund request #4092 and settle payment."
2
Tool Calling: Emits structured JSON call crm_get_transaction(id='4092').
3
Guardrail & Verification:🛡️ Paused: High-value action requires human operator sign-off.
4
Final Settlement: Refund recorded, email receipt dispatched, and audit log stored.
Core takeaway: An AI agent is not just a language model—it is a closed loop of planning, tool invocation, and environment feedback. Production systems require self-healing retries and strict human approval guardrails.
I-Interactive Concept Check+10 Points
What is AI? Quiz

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Ongakubuka ngokulandelayo

Ukuhlolwa okuyinhloko kuzoba ukuthi i-Qommons ONE yethula njengoba bekuhleliwe nokuthi ithola igunya elingakanani “umenzeli omkhulu” wayo ohlongozwayo. Buka ubufakazi obumayelana nokunemba, ukubuyekezwa komuntu, ubumfihlo, ukufundeka, ukwabelana ngedatha phakathi komasipala kanye nemiphumela kubahlali. Umthombo awunikezi amanani, izinkontileka, izilinganiso zamaphutha, ukuhlola okuzimele noma imininingwane yokuthi ulwazi lukahulumeni olubucayi lugcinwa futhi lubuswe kanjani.

Ukukhishwa kuka-Qomm ons ONE okuhleliwe kwekwindla ka-2026 kuyintuthuko ecace kakhulu eseduzane. U-Polimill uthi inkundla izoxhuma izinhlelo ezikhethekile ze-AI nezinhlelo zokusebenza zangaphandle futhi ivumele abasebenzisi ukuthi bachaze umgomo kunokuba bakhethe ithuluzi ngalinye mathupha. Ukubika kufanele kuveze ukuthi ngabe ukukhishwa kwenzeka ngesikhathi esimisiwe, yibaphi omasipala ababamba iqhaza, yiziphi izinhlelo zokusebenza ezikhona kanye nokuthi uhlelo ludweba kuphela izinsiza noma lungathatha izinyathelo ekusebenzeni kukahulumeni. Iphrofayili yobungozi engokoqobo izoncika kakhulu ezimvumeni, emasangweni okugunyaza kanye nezinga izikhulu ezingahlola ngalo imithombo kanye nezinyathelo zomphumela.

Ubufakazi bokusebenza obuzimele buzoba bubalulekile. Umthombo awunikezi izilinganiso zamaphutha, izilinganiso zokubona izinto ezingekho, izilinganiso zokunemba zokubuyisa, izinguquko zesikhathi sokuphendula, idatha yezindleko noma ukuqhathanisa nezinqubo ezikhona zikamasipala. Futhi ayibonisi ukuthi i-QommonsAI ithuthukisa izinsiza ezibhekene nabahlali, ukungaguquguquki kwenqubomgomo noma ukufinyelela komasipala abancane. Ubufakazi obuwusizo bokulandelela buzohlanganisa ukucwaningwa kwamabhuku, imibhalo yokuthengwa kwempahla, ukuhlolwa kohulumeni ababambe iqhaza, izibonelo zamaphutha alungisiwe kanye nemiphumela ehlukaniswe ngomsebenzi. Izimangalo ezimayelana nokusiza abasebenzi abangenalwazi olutheni kufanele zihlolwe kuqhathaniswa nemiphumela yangempela kunokuhlola ikhwalithi yesiphakamiso kuphela.

Ukubusa nokuziphendulela kuzoba nemiphumela ethe xaxa njengoba inkundla ikhula. I-Polimill ichaza ukubuyekezwa komlando wokusetshenziswa kanye nemikhawulo yemodeli, kodwa ayinikezi imininingwane yezikhathi zokugcinwa, izilawuli zokufinyelela, ukuhlolwa kokuphepha, ukuphathwa kwamarekhodi omuntu siqu noma ayimfihlo, noma isibopho lapho okusalungiswa okukhiqizwa yi-AI kubangela ukulimala. Inkundla eyabiwe yomkhakha womphakathi ingase futhi idale ukuncika kumamodeli we-OpenAI, ama-API nezinqubo zokuthuthukisa. Buka izincazelo zokuthi izinguquko zemodeli zihlolwa kanjani, ukuthi omasipala bangathumela kanjani noma bathuthe idatha yabo, ukuthi ukubuyekezwa komuntu kubhalwa kanjani nokuthi izakhamuzi zingawubekela inselele yini umsebenzi wokuphatha osizwa yi-AI. Lokhu okungaziwa okubalulekile emthonjeni futhi kuzonquma ukuthi ingqalasizinda ye-AI yomphakathi ehlongozwayo iyisevisi ewusizo eyabiwe noma isendlalelo esingabonakali ngaphakathi kuhulumeni.

Imihlahlandlela ehlobene nemibuzo

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