Ukulingisa kwe-AI vs Ukubikezela Kwendabuko: Ama-Poll, Amaphaneli, Amamodeli

Ukulingisa isixuku se-AI akuthathi indawo yokuvota, amaqembu okugxila, ukwahlulela kochwepheshe noma amamodeli ezibalo; kugcwalisa igebe phakathi kwabo. Izindlela zendabuko zilinganisa lokho abantu abakucabangayo namuhla noma zisuse idatha yangaphambilini, kuyilapho ukulingisa kukuvumela ukuthi ubuke ukuthi isixuku singasabela kanjani entweni engakenzeki okwamanje, isinyathelo ngesinyathelo, bese ubuza ukuthi kungani. Izibikezelo ezinamandla zihlanganisa kokubili: ukulingisa ukuhlola nokuchaza, izindlela zakudala zokulinganisa nokuqinisekisa.

Lokho ukubikezela kwendabuko okwenzayo kahle

Indlela ngayinye esetshenzisiwe iphendula uhlobo oluthile lombuzo, futhi ngayinye iyakwazi kahle.

• Izinhlolovo kanye nezinhlolovo zilinganisa ukusatshalaliswa kwemibono kwamanje kubantu abakhethiwe. Ngesampula ezwakalayo kanye namagama aqaphile, zinikeza izinombolo ongazivikela.
• Amaqembu okugxila kanye nezingxoxo zembula ulimi, imizwa kanye nokuphikisa okungaveli ohlwini lwemibuzo. Zibonisa indlela abantu abakhuluma ngayo ngesihloko, hhayi nje ngalokho abakushoyo.
• Ukwahlulela kochwepheshe kuletha umongo: umholi wezokuxhumana onolwazi noma umhlaziyi wenqubomgomo uyazi ukuthi yibaphi ababambiqhaza abavame ukwanda nokuthi yiziphi izinkinga eziphela zodwa.
• Amamodeli ezibalo kanye nezomnotho achaza ngokwethembeka lapho ikusasa lifana nesikhathi esidlule futhi kunedatha eyanele yomlando.

Ubuthakathaka babo obufanayo buyafana: bayalwa nokusha. Ucwaningo alukwazi ukukala ukusabela esimemezelweni okungekho muntu osibonile okwamanje ngaphandle kokusibonisa abantu, okungase kungenzeki ngaphambi kokuba isinqumo sibe sesidlangalaleni. Imodeli eqeqeshwe ngokuqaliswa kwesikhathi esidlule ayazi lutho ngesigaba esasingekho. Ochwepheshe bangasekelwa enkingeni yabo yokugcina.

Lokho okufakwa yi-AI crowd simulation

Ukulingisa isixuku se-AI kuqala ezintweni zakho. Ku InfoDome ulayisha amadokhumenti anjengendaba, uhlelo, umbiko noma uhlaka lwenqubomgomo, bese uchaza ngamazwi alula lokho ofuna ukukubikezela. Uhlelo lukhipha igrafu yolwazi lwabantu, izinhlangano, amaqembu kanye nobudlelwano, bese ludala amakhulu ama-ejenti e-AI anobuntu bawo, isikhundla kanye nenkumbulo yesikhathi eside. Lawa ma-ejenti asebenzisana kumapulatifomu amabili alingisiwe ngesikhathi esifanayo, okuphakelayo okufana ne Twitter kanye neforamu efana ne Reddit , ukuze kube nenani elikhethiwe lemijikelezo, kanye nokuvuselelwa kwenkumbulo yawo njengoba imicimbi iqhubeka.

Lowo mklamo ukunika izinto i-toolkit yakudala engaziniki:

• Amandla esikhundleni sesithombe. Uyabona ukuthi ubani osabela kuqala, ubani okhulisayo, ukuthi iyiphi impikiswano esakazeka nokuthi izikhundla zishintsha kanjani ngaphezu kwemizuliswano eyi-10, engama-20 noma engama-40.
• Izincazelo ongazibuza. Ngemva kokugijima, i-ejenti yokuhlaziya ibhala umbiko wokubikezela, futhi ungaxoxisana nanoma yimuphi i-ejenti noma ubuze imibuzo yokulandelela yokuhlaziya mayelana nesizathu sawo.
• Ukuhlolwa okuphephile kokuthi ngabe kwenzekani. Ungashintsha okufakiwe okukodwa, njengesisho, intengo noma usuku, bese uphinde uqalise ngaphandle kokudalula lutho emphakathini wangempela.
• Izithameli eziningana ngesikhathi esisodwa. Ungakhetha amazwe anezithameli afinyelela ku-10; ama-ejenti ahlukaniswe phakathi kwawo ngokulinganayo, kuyilapho izinhlangano eziqanjwe ngamagama zigcina izwe lazo.
• Isivinini kanye nezindleko. Isimo singalungiselelwa ngemizuzu embalwa, okwenza kube wusizo ukuhlola imibono engeke ivumele isabelomali socwaningo oluphelele.

Imikhawulo eqotho yokulingisa

Ukulingisa kuyinkolelo-mbono engabuyekezwa, hhayi isilinganiso. Kubalulekile ukucaca ngalokho okungenakukwenza.

• Ibonisa okufakwayo kwayo. Uma amadokhumenti eshiya iqembu elibalulekile noma eveza amaqiniso ngendlela engalungile, ama-ejenti ngeke asungule iqiniso elingekho. Izikhala kugrafu ziba izikhala esibikezelweni.
• Akukhiqizi amaphesenti amele izibalo. Amasheya e-ejenti ayizimpawu mayelana nesiqondiso kanye nezindlela, hhayi esikhundleni senhlolovo ethathwe njengesampula.
• Amamodeli olimi anezinkolelo zawo. Amanxusa angase abe nengqondo kakhulu noma abe nengqondo kakhulu kunezixuku zangempela, futhi amanye ama-nuances amasiko angase ancishiswe.
• Ukushaqeka okungavamile kusalokhu kungavamile. Ukulingisa kuhlola izindlela ezingenzeka; akuqinisekisi ukuthi umhlaba wangempela uzolandela ongase ubonakale.

Sizoxoxa ngendlela yokuhlola la maphuzu abuthakathaka ngendlela ehlelekile kumhlahlandlela wethu wokuthi ungabuyekeza kanjani isibikezelo .

Indlela izindlela eziqhathaniswa ngayo ekusebenzeni

Esikhundleni sokubuza ukuthi iyiphi indlela "engcono kakhulu", buza ukuthi yimuphi umbuzo onawo.

• "Abantu bacabangani njengamanje?" Sebenzisa inhlolovo. Ukulingisa kungasikisela ukuthi yimiphi imibuzo okufanele uyibuze, kodwa inombolo kufanele ivele kubaphenduli bangempela.
• "Abantu bazosabela kanjani kokuthile okusha?" Qala ngokulingisa ukuze uhlele izimpendulo ezingaba khona, bese uqinisekisa ezibaluleke kakhulu ngokuhlola okuncane noma izingxoxo ezimbalwa.
• "Kungani lokhu kungase kungahambi kahle?" Amaqembu okulingisa kanye namaqembu okugxila aqinile lapha. Ukulingisa kuyashesha futhi kukuvumela ukuthi uphinde ugijime; amaqembu okugxila anikeza ukuthungwa kwangempela komuntu.
• "Kuzoba yini umkhuba kwikota ezayo?" Amamodeli ezibalo aholela lapho umlando uzinzile; ukulingisa kuyasiza lapho ushintsho lwesakhiwo luphula iphethini yangaphambilini.
• "Yikuphi kwezintathu ongakhetha kukho okunengozi encane?" Sebenzisa isimo esifanayo kathathu ngokushintshwa okukodwa bese uqhathanisa imibiko, bese uvumela ochwepheshe bahlulele ukuguquguquka.

Isibonelo esisebenzayo: ukuguqulwa kwemali yokugibela ezokuthutha edolobheni

Cabanga ngomkhandlu wedolobha ulungiselela ukushintsha amathikithi ngamanye ngemali yokugibela esekelwe endaweni. Ithimba linohlaka lwenqubomgomo, isifinyezo sezikhalazo zonyaka odlule kanye nezihloko ezimbili zezindaba zendawo.

1. Isinyathelo sendabuko. Inhlolovo yezakhamuzi ekhona ikhombisa ukuthi ama-58% ezakhamuzi abheka ezokuthutha zomphakathi "njengezamukelekayo". Ziwusizo, kodwa azisho lutho mayelana noshintsho.
2. Ukulingisa. Ithimba lilayisha uhlaka kanye nezihloko bese libuza: "Abagibeli, abafundi, abahola impesheni kanye nabezindaba bendawo bazosabela kanjani emasontweni amabili okuqala ngemva kwesimemezelo?" Ama-ejenti afaka phakathi amaqembu abagibeli, inyunyana yabafundi, inhlangano yabahola impesheni, amakhansela amabili aphikisayo kanye nezintatheli zendawo. Ngemva kwemizuliswano engama-20 umbiko ukhombisa ukuthi igagasi elibi kakhulu aliveli entengweni uqobo kodwa ekungaqondani kahle: ama-ejenti amaningi akholelwa ukuthi izindawo zangaphandle zizokhokha kabili, okuyinto uhlaka olungasho.
3. Ukulandelela. Ithimba lixoxa ne-ejenti yenyunyana yabafundi kanye nomhlaziyi. Ukudideka kuvela emushweni owodwa ongaqondakali kanye nesibonelo esingekho.
4. Phinda ubhale phansi. Umusho ubhalwa kabusha, kufakwe isibonelo sokubala imali yokugibela, bese isimo siphinde sibhalwe phansi. Ukungaqondi kahle kuyancipha futhi impikiswano ishintshela esikhathini soshintsho.
5. Ukuqinisekiswa. Ngaphambi kwesimemezelo, ithimba lezokuxhumana lihlola izinguqulo ezimbili zombhalo ngephaneli encane yezakhamuzi zangempela. Iphaneli yangempela iqinisekisa ukungaqondani okuyinhloko, futhi umkhandlu ushicilela inguqulo ecacile.

Ukulingisa akuzange kubikezele isabelo sevoti. Kwathola indlela, kwanika ithimba indlela eshibhile yokuhlola ukulungiswa, futhi kwabatshela ngqo ukuthi yini okufanele bayiqinisekise nabantu bangempela.

Indlela yokuhlanganisa ukulingisa nocwaningo lwakudala

Indlela yokusebenza esebenzayo ibukeka kanje:

• Hlola kuqala. Sebenzisa ukulingisa kusenesikhathi, lapho imibono isashibhile ukuyishintsha, ukuze udwebe abathintekayo, izimpikiswano kanye nezindawo ezingaba khona zokubonisana. Ukuhlela kwethu isimo kanye nezimo zokuhlola ezenziwe ngezinto kuyizindawo ezinhle zokuqala.
• Nciphisa. Khetha okutholakele okubili noma okuthathu okungaguqula isinqumo sakho ukube bekuyiqiniso.
• Kala. Qinisekisa ngqo lezo ziphumo ngenhlolovo, iphaneli noma izingxoxo. Manje usebenzisa isabelomali socwaningo kuphela lapho kubalulekile.
• Gada. Ngemva kokwethula, qhathanisa ukusabela kwangempela nalokho okulingisiwe. Lapho kuhlukana khona, buyekeza amadokhumenti akho bese uwasebenzisa kabusha.

Lokhu kugcina ukwahlulela komuntu kuphethe. Ukulingisa kwandisa umbono; abantu bayanquma.

Uma ufuna ukuzama lokhu ngezinto zakho, ungachaza umsebenzi kukhonsoli ye InfoDome ngaphambi kokubhalisa. Uhlelo lubiza ama-€29 ngenyanga, luhlanganisa isabelomali sokusetshenziswa kwe-AI sanyanga zonke sama-€9 kanye namaphrojekthi angenamkhawulo, futhi lungakhanselwa nganoma yisiphi isikhathi.