Ingabe i-AI ikhungathekisiwe ngokweqile? [Ividiyo kanye nombuzo]

Impendulo emfushane: I-AI ithengiswa ngokweqile uma imakethwa njengengenaphutha, engenazandla, noma engenamsebenzi; ayithengiswa ngokweqile uma isetshenziswa njengethuluzi eliqondisiwe lokubhala, ukusekela amakhodi, ukuhlunga idatha, kanye nokuhlola idatha. Uma udinga iqiniso, kufanele ulisekele emithonjeni eqinisekisiwe bese wengeza isibuyekezo; njengoba izingqinamba ziphakama, ukubusa kubalulekile. 

Izihloko ongase uthande ukuzifunda ngemva kwalesi:

Izinto ezibalulekile okufanele uzicabangele:

Izimpawu zokweqisa: Phatha izimangalo "ezizimele ngokuphelele" kanye "nezinembile ngokuphelele maduze" njengezimpawu ezibomvu.

Ukuthembeka: Lindela izimpendulo ezingalungile eziqinisekile; dinga ukutholwa, ukuqinisekiswa, kanye nokubuyekezwa ngabantu.

Izindlela ezinhle zokusebenzisa: Khetha imisebenzi emincane, ephindaphindwayo enezilinganiso zempumelelo ezicacile kanye nezibalo eziphansi.

Ukuziphendulela: Nika umnikazi womuntu imiphumela, ukubuyekezwa, kanye nokuthi kwenzekani uma kungalungile.

Ukubusa: Sebenzisa izinhlaka kanye nemikhuba yokudalula izehlakalo lapho kuhileleke imali, ukuphepha, noma amalungelo.

🔗 Yimuphi ubuhlakani bokwenza izinto (AI) obufanele wena?
Qhathanisa amathuluzi e-AI avamile ngemigomo, isabelomali, kanye nokunethezeka.

🔗 Ingabe kukhona ibhamuza le-AI elakhayo?
Izimpawu zodumo, izingozi, nokuthi ukukhula okusimeme kubonakala kanjani.

🔗 Ingabe ama-AI detector athembekile ekusetshenzisweni kwangempela?
Imikhawulo yokunemba, imiphumela engalungile, kanye namathiphu okuhlola okufanele.

🔗 Indlela yokusebenzisa i-AI efonini yakho nsuku zonke
Sebenzisa izinhlelo zokusebenza zeselula, abasizi bezwi, kanye nezikhumbuzi ukuze wonge isikhathi.

Lokho abantu abavame ukukusho uma bethi “i-AI igcwele ngokweqile” 🤔

Uma umuntu ethi i-AI iphakanyiswe ngokweqile, uvame ukusabela kokunye (noma ngaphezulu) kwalokhu kungafani:

• Izithembiso zokumaketha uma kuqhathaniswa neqiniso lansuku zonke
  I-demo ibukeka imangalisa. Ukwethulwa kwayo kuzwakala njengetheyiphu yokuhambisa amanzi nomthandazo.

• Ikhono vs. ukuthembeka
  Ingabhala inkondlo, ihumushe inkontileka, ilungise ikhodi… bese isungula isixhumanisi senqubomgomo ngokuqiniseka. Kupholile kupholile.

• Intuthuko vs. ukusebenza kahle
  Amamodeli athuthuka ngokushesha, kodwa ukuwahlanganisa nezinqubo zebhizinisi ezixubile kuhamba kancane, kwezepolitiki, futhi kugcwele amacala abucayi.

• Izindaba "Esikhundleni sabantu"
  Iningi lempumelelo yangempela libukeka sengathi "lisusa izingxenye ezikhathazayo" kunokuthi "lishintshe wonke umsebenzi."

Futhi yilokho okubangela ukucindezeleka okukhulu: I-AI inamandla ngempela, kodwa ivame ukuthengiswa sengathi isiqediwe kakade. Ayiqediwe. Iyaqhubeka... njengendlu enamafasitela amahle futhi engenawo amapayipi 🚽

Kungani izimangalo ze-AI ezikhuphukile zenzeka kalula kangaka (futhi ziyaqhubeka zenzeka) 🎭

Izizathu ezimbalwa ezenza i-AI idonsele izimangalo ezikhukhumele njengemagnethi:

Amademo empeleni ayakhohlisa (ngendlela enhle kakhulu)

Amademo ahleliwe. Izeluleko ziyalungiswa. Idatha ihlanzekile. Isimo esihle kakhulu sithola ukugqanyiswa, kanti amacala okuhluleka adla ama-cracker ngemuva kwesiteji.

Ubandlululo lokusinda lukhulu kakhulu

Izindaba ezithi “i-AI isisindise amahora ayisigidi” ziyasabalala. Izindaba ezithi “i-AI yasenza sabhala kabusha konke kabili” zifihlwa buthule kufolda yephrojekthi yomunye umuntu ebizwa ngokuthi “izilingo ze-Q3” 🫠

Abantu badidanisa ukushelela neqiniso

I-AI yesimanje ingazwakala iqiniseka, iwusizo, futhi iqondile - okukhohlisa ubuchopho bethu ukuthi bucabange ukuthi inembile.

Indlela evame kakhulu yokuchaza le modi yokuhluleka iwukuhlela kabusha: okuchazwe ngokuqiniseka kodwa okungalungile (okwaziwa nangokuthi “ukuphupha”). I-NIST ibiza lokhu ngokuqondile njengengozi ebalulekile yezinhlelo ze-AI ezikhiqizayo. [1]

Imali yandisa i-megaphone

Uma isabelomali, amanani, kanye nezikhuthazo zomsebenzi zisengozini, wonke umuntu unesizathu sokuthi “lokhu kushintsha konke” (ngisho noma kushintsha kakhulu ama-slide decks).

Iphethini ethi “ukwehla kwamandla emali → ukudumala → inani elizinzile” (nokuthi kungani kungasho ukuthi i-AI iyinkohliso) 📈😬

Iningi lezobuchwepheshe lilandela umugqa ofanayo wemizwa:

1. Okulindelwe kakhulu (konke kuzokwenziwa ngokuzenzakalela ngoLwesibili)

2. Iqiniso elinzima (liyaphela ngoLwesithathu)

3. Inani elizinzile (liba yingxenye yendlela umsebenzi owenziwa ngayo buthule)

Ngakho yebo - i-AI ingathengiswa ngokweqile kodwa ibe yinto ebalulekile. Lokho akuzona izinto eziphikisanayo. Bangabahlali ndawonye.

Lapho i-AI ingaphazanyisiwe kakhulu (iyaletha) ✅✨

Lena yingxenye ephuthelwa ngoba ayidingi ulwazi oluningi lwesayensi kodwa i-spreadsheet eningi.

Usizo lokubhala amakhodi luyimbangela yangempela yokukhiqiza

Kweminye imisebenzi - i-boilerplate, i-scaffolding yokuhlola, amaphethini aphindaphindwayo - ama-code copilot angaba usizo ngempela.

Ukuhlolwa okulawulwa kabanzi okuvela ku-GitHub kuthole ukuthi onjiniyela abasebenzisa i-Copilot baqede umsebenzi wokubhala ikhodi ngokushesha (ukubhala kwabo kubika isivinini esingu-55% kulolo cwaningo oluthile). [3]

Akuyona imilingo, kodwa inenjongo. Okubalulekile ukuthi kusamele ubuyekeze lokho ekubhalayo... ngoba "okuwusizo" akufani nokuthi "kulungile."

Ukubhala phansi, ukufingqa, kanye nokucabanga kokuqala

I-AI inhle kakhulu ku:

• Ukuguqula amanothi angakahleleki abe uhlaka oluhlanzekile ✍️

• Ukufingqa amadokhumenti amade

• Ukukhiqiza izinketho (izihloko, izinhlaka, izinhlobo ze-imeyili)

• Ithoni yokuhumusha (“yenza lokhu kungabi mnandi kangako” 🌶️)

Empeleni umsizi omncane ongakhathali oqamba amanga ngezinye izikhathi, ngakho-ke uqapha wena. (Ngokunokhahlo. Futhi kunembile.)

Usizo lwamakhasimende kanye namadeski osizo angaphakathi

Lapho i-AI ivame ukusebenza kahle khona: hlela → thola → phakamisa, hhayi ukusungula → ithemba → thumela.

Uma ufuna inguqulo emfushane nephephile: sebenzisa i-AI ukuze ukhiphe emithonjeni evunyelwe bese ubhala izimpendulo, kodwa ugcine abantu benesibopho ngalokho okuthunyelwayo - ikakhulukazi lapho kukhuphuka izingozi. Ukuma "kokubusa + ukuhlola + ukudalula izehlakalo" kuhambisana kahle nendlela i-NIST ehlela ngayo ukuphathwa kwengozi ye-AI ekhiqizayo. [1]

Ukuhlola idatha - ngezithiyo zokuvikela

I-AI ingasiza abantu ukuthi babuze amasethi edatha, bachaze amashadi, futhi bakhiqize imibono "yokuthi yini okufanele bayibheke ngokulandelayo". Ukunqoba ukwenza ukuhlaziya kufinyeleleke kalula, hhayi ukuthatha indawo yabahlaziyi.

Lapho i-AI ikhungathekiswa khona kakhulu (nokuthi kungani ihlala idumaza) ❌🤷

"Ama-ejenti azimele ngokugcwele aqhuba yonke into"

Ama-ejenti angenza imisebenzi ehlelekile. Kodwa uma usungeze:

• izinyathelo eziningi

• amathuluzi angcolile

• izimvume

• abasebenzisi bangempela

• imiphumela yangempela

...izindlela zokwehluleka ziyanda njengonogwaja. Zihle ekuqaleni, bese ukhungatheka 🐇

Umthetho osebenzayo: uma into ethi “ikhululekile ngezandla” kakhulu, kulapho kufanele uzibuze khona ukuthi kwenzekani uma iphuka.

"Kuzolunga ngokuphelele maduze"

Ukunemba kuyathuthuka, yebo, kodwa ukuthembeka kuyashelela - ikakhulukazi uma imodeli ingasekelwe emithonjeni eqinisekisiwe.

Yingakho umsebenzi we-AI ongathi sína ugcina ubukeka kanje: ukubuyisa + ukuqinisekiswa + ukuqapha + ukubuyekezwa komuntu, hhayi "ukusheshisa nje." (Iphrofayili ye-NIST ye-GenAI iveza lokhu ngokuphikelela okunenhlonipho nokuqhubekayo.) [1]

"Isibonelo esisodwa sokubabusa bonke"

Ekwenzeni, amaqembu avame ukuxuba:

• amamodeli amancane emisebenzi eshibhile/ebiza kakhulu

• amamodeli amakhulu okucabanga okunzima

• ukubuyisa izimpendulo ezisekelwe ebufakazini

• imithetho yemingcele yokuthobela imithetho

Nokho, umqondo othi “ubuchopho bomlingo owodwa” uyathengiswa kakhulu. Ucocekile. Abantu bayakuthanda ukucoceka.

"Shintsha yonke imisebenzi ngobusuku obubodwa"

Iningi lezindima liyinqwaba yemisebenzi. I-AI ingase iqede ingxenye yaleyo misebenzi bese ingathinti lutho eminye. Izingxenye zomuntu - ukwahlulela, ukuziphendulela, ubudlelwano, umongo - zihlala zilukhuni... zomuntu.

Sasifuna ozakwethu bamarobhothi. Kunalokho sathola ukuqedela okuzenzakalelayo kuma-steroids.

Yini eyenza i-AI ibe yinhle (futhi ibe yimbi) 🧪🛠️

Lesi yisigaba abantu abasiqayo bese bezisola kamuva.

I -AI enhle ivame ukuba nalokhu:

• Izindlela ezicacile zempumelelo (isikhathi esilondoloziwe, amaphutha ancishisiwe, isivinini sokuphendula sithuthukisiwe)

• Izingqinamba eziphansi kuya kweziphakathi (noma isibuyekezo esiqinile somuntu)

• Amaphethini aphindaphindwayo (izimpendulo zemibuzo evame ukubuzwa, imisebenzi evamile, amadokhumenti ajwayelekile)

• Ukufinyelela kudatha enhle (nemvume yokuyisebenzisa)

• Uhlelo lokubuyela emuva lapho imodeli ikhipha okungenangqondo

• Isikali esincane ekuqaleni (inhlanganisela encane yokuwina)

I- AI embi esetshenziswayo ivame ukubukeka kanje:

• “Masenze izinqumo ngokuzenzakalela” ngaphandle kokuziphendulela 😬

• “Sizoyixhuma kukho konke” (cha… ngicela cha)

• Azikho izibalo eziyisisekelo, ngakho akekho owaziyo ukuthi kusize yini

• Ngilindele ukuthi kube umshini weqiniso esikhundleni somshini wephethini

Uma uzokhumbula into eyodwa kuphela: I-AI kulula ukuyithemba uma isekelwe emithonjeni yakho eqinisekisiwe futhi inqunyelwe emsebenzini ochazwe kahle. Ngaphandle kwalokho ikhompyutha esekelwe kuma-vibes.

Indlela elula (kodwa ephumelela kakhulu) yokuhlola i-AI yangempela kunhlangano yakho 🧾✅

Uma ufuna impendulo eyisisekelo (hhayi eshisayo), sebenzisa lesi sivivinyo esisheshayo:

1) Chaza umsebenzi oqasha i-AI ukuthi iwenze

Bhala njengencazelo yomsebenzi:

• Okokufaka

• Imiphumela

• Izithiyo

• “Kuqediwe kusho…”

Uma ungakwazi ukuyichaza ngokucacile, i-AI ngeke ikucacise ngomlingo.

2) Setha isisekelo

Kuthatha isikhathi esingakanani manje? Mangaki amaphutha manje? Kubukeka kanjani “okuhle” manje?

Akukho sisekelo = izimpi zemibono ezingapheli kamuva. Empeleni, abantu bazophikisana kuze kube phakade, futhi uzoguga ngokushesha.

3) Nquma ukuthi iqiniso livelaphi

• Isisekelo solwazi lwangaphakathi?

• Amarekhodi amakhasimende?

• Izinqubomgomo ezivunyiwe?

• Isethi yamadokhumenti akhethiwe?

Uma impendulo ithi “imodeli izokwazi,” lokho kuyisibonakaliso esibomvu 🚩

4) Setha uhlelo lomuntu oluhambisana ne-loop

Nquma:

• ngubani obuyekezayo,

• uma bebuyekeza,

• nokuthi kwenzekani uma i-AI ingalungile.

Lona umehluko phakathi “kwethuluzi” kanye “nesibopho.” Hhayi njalo, kodwa kaningi.

5) Imephu yerediyasi yokuqhuma

Qala lapho amaphutha engabizi khona. Yandisa kuphela uma usunobufakazi.

Lena yindlela oguqula ngayo izimangalo ezikhuphukile zibe usizo. Kusobala… kuyasebenza… kuhle kakhulu 😌

Ukwethembana, ingozi, kanye nokulawula - ingxenye engathandeki ebaluleke kakhulu 🧯⚖️

Uma i-AI ingena kunoma yini ebalulekile (abantu, imali, ukuphepha, imiphumela yezomthetho), ukubusa akuyona into ongayikhetha.

Izithiyo ezimbalwa ezibhekiselwe kabanzi:

• Iphrofayili ye-NIST Generative AI (umlingani we-AI RMF): izigaba zengozi ezisebenzayo + izenzo eziphakanyisiwe kuzo zonke izinhlaka zokuphatha, ukuhlola, imvelaphi, kanye nokudalulwa kwezehlakalo. [1]

• Izimiso ze-OECD AI: isisekelo samazwe ngamazwe esisetshenziswa kabanzi se-AI ethembekile, egxile kubantu. [5]

• Umthetho we-EU AI: uhlaka lwezomthetho olusekelwe engcupheni olubeka izibopho kuye ngokuthi i-AI isetshenziswa kanjani (futhi luvimbela imikhuba ethile "engamukeleki yengozi"). [4]

Futhi yebo, lezi zinto zingazwakala njengephepha. Kodwa umehluko phakathi "kwethuluzi elisebenzayo" kanye "no-oops, sisebenzise iphupho elibi lokuthobela imithetho."

Ukubheka ngokuseduze: umqondo othi “i-AI njenge-autocomplete” - awukakalwa kakhulu, kodwa uyiqiniso 🧩🧠

Nasi isingathekiso esingaphelele kancane (okufanelekile): i-AI eningi ifana ne-autocomplete ehle kakhulu efunda i-inthanethi, bese ikhohlwa ukuthi ifunde kuphi.

Lokho kuzwakala sengathi kuyadelela, kodwa futhi yingakho kusebenza:

• Kuhle kakhulu kumaphethini

• Uchwepheshe wolimi

• Kuhle kakhulu ekukhiqizeni "into elandelayo engenzeka"

Futhi yingakho yehluleka:

• Akwazi ngokwemvelo ukuthi kuyiqiniso

• Akwazi ngokwemvelo ukuthi inhlangano yakho yenzani

• Ingakhipha izinto ezingenangqondo ngaphandle kokuzibeka phansi (bheka: ukudideka / ukubona izinto ezingekho) [1]

Ngakho-ke uma ukusetshenziswa kwakho kudinga iqiniso, ukuqinisa ngokuthola, amathuluzi, ukuqinisekiswa, ukuqapha, kanye nokubuyekezwa komuntu. Uma ukusetshenziswa kwakho kudinga isivinini ekubhaleni nasekucabangeni, uyakuvumela ukuthi kusebenze ngokukhululeka. Izilungiselelo ezahlukene, okulindelwe okuhlukile. Njengokupheka ngosawoti - akuzona zonke izinto ezidinga inani elifanayo.

Ithebula Lokuqhathanisa: izindlela ezisebenzayo zokusebenzisa i-AI ngaphandle kokucwila ezimangalweni ezikhukhumele 🧠📋

Uma ufuna isikhungo esisodwa "sokuhlola iqiniso" senqubekela phambili ye-AI kanye nedatha yomthelela, i-Stanford AI Index iyindawo enhle yokuqala. [2]

Ukuthatha kokuvala + isifinyezo esisheshayo 🧠✨

Ngakho-ke, i-AI ikhungatheka kakhulu uma othile ethengisa:

• ukunemba okungenaphutha,

• ukuzimela okugcwele,

• ukushintshwa okusheshayo kwezindima eziphelele,

• noma ubuchopho bokuxhuma nokudlala obuxazulula inhlangano yakho…

... yebo-ke, lokho kuwukuthengisa okuneziphetho ezikhazimulayo.

Kodwa uma uphatha i-AI kanje:

• umsizi onamandla,

• isetshenziswa kangcono emisebenzini emincane nechazwe kahle,

• esekelwe emithonjeni ethembekile,

• nabantu bebukeza izinto ezibalulekile…

...khona cha, akudingi ukukhushulwa ngokweqile. Kumane nje... akulingani. Njengobulungu bejimu. Kuyamangalisa uma kusetshenziswa kahle, akusizi ngalutho uma ukhuluma ngakho emaphathini kuphela 😄🏋️

Isifinyezo esisheshayo: I-AI ibhekwa njengento ethatha indawo yomlingo yokwahlulela - futhi ayithandwa kakhulu njengesiphindaphindi esisebenzayo sokubhala, usizo lokubhala amakhodi, ukuhlunga, kanye nokusebenza kolwazi.

Isibonelo sangempela: Ukwakha umsizi we-AI wokusekela we-triage 🛠️

Isimo

Cabanga ngenkampani encane yesofthiwe enethimba lokusekela labantu abahlanu. Bathola ama-imeyili okusekela angaba ngu-180 ngesonto: ukudideka kokusetha kabusha iphasiwedi, imibuzo yokukhokha, imibiko yamaphutha, izicelo zezici, kanye nemiyalezo yokwesaba ethi "ingabe uhlelo lungasebenzi?".

Le nkampani ayiceli i-AI ukuthi iphendule ngqo kumakhasimende. Lokho kungaba yingozi kakhulu. Kunalokho, basebenzisa i-AI njengomsizi we-triage oqondisiwe: ifunda umlayezo ongenayo, ilebula uhlobo lwethikithi, iphakamise isihloko sesikhungo sosizo esifanele, ibhale impendulo engaba khona, futhi imaka noma yini edinga umuntu.

Lokho kufanelana nenguqulo esebenzayo ye-AI: umsebenzi omncane, imithombo evunyelwe, isibuyekezo sabantu, umphumela olinganisekayo.

Lokho okudingwa umsizi

Umsizi kufanele asebenze kuphela ngezinto ezivunyiwe, njengokuthi:

Ama-macro okusekela amakhasimende

Izinqubomgomo zokubuyiselwa kwemali kanye nokukhokha

Uhlu lweziphazamisi ezaziwayo

Izihloko zesikhungo sosizo

Imithetho yokwenyuka

Umhlahlandlela wethoni yezwi

Uhlu lwezihloko "ezingalokothi ziphendule ngokuzenzakalelayo", njengezinsongo zomthetho, izingxabano zokukhokha, ukuphepha kwe-akhawunti, imibiko yokuxhashazwa, noma amakhasimende ebhizinisi athukuthele

Iphuzu elibalulekile: umsizi akacelwa ukuthi “azi” impendulo. Ucelwa ukuthi athole, ahlukanise, futhi abhale phansi emithonjeni ethembekile.

Isibonelo semiyalelo

Ungumsizi wokusekela we-triage wenkampani encane ye-SaaS.

Umsebenzi wakho ukuhlukanisa ithikithi ngalinye elingenayo, uphakamise isihloko sosizo esivunyelwe kakhulu, ubhale impendulo emfushane ngezwi lethu lokusekela, bese ubeka uphawu lokuthi umuntu kufanele yini alibukeze ngaphambi kokuthumela.

Sebenzisa kuphela izinqubomgomo zokusekela ezinikeziwe kanye nokuqukethwe kwesikhungo sosizo. Uma impendulo ingasekelwa ngokucacile yileyo mithombo, yithi: “Kudingeka ukubuyekezwa ngabantu - umthombo awutholakali.”

Ungalokothi uthembise ukubuyiselwa kwemali, amakhredithi esevisi, imiphumela yezomthetho, ukulungiswa kwezokuphepha, noma izinsuku zomhlahlandlela womkhiqizo.

Kuwo wonke ithikithi, buyisela:

Isigaba samathikithi

Izinga lokuphuthuma

Umthombo ophakanyisiwe

Impendulo ebhaliwe

Kudingeka ukubuyekezwa komuntu: yebo/cha

Isizathu sesinqumo sokubuyekeza

Indlela yokuyihlola

Ngaphambi kokuyisebenzisa kumathikithi abukhoma, yivivinye ngemiyalezo yokusekela emidala engama-30:

Amathikithi ayi-10 alula e-FAQ

Imibuzo emi-5 yokukhokha

Imibiko yeziphazamiso ezi-5

Izikhalazo ezi-5 zentukuthelo noma ngokomzwelo

Imibuzo emi-3 ehlobene nokuphepha

Imiyalezo emibili engacacile enomongo ongekho

Bese uqhathanisa umphumela we-AI nendlela umholi wokusekela onolwazi angahlukanisa ngayo amathikithi afanayo.

Ukuhlola Okubalulekile:

Ingabe ikhethe isigaba esifanele?

Ingabe ikhulume ngenqubomgomo noma isihloko esifanele?

Ingabe kukhona okwasungulwa?

Ingabe ikhuphule kahle amathikithi abucayi?

Ingabe uhlaka lucacile ngokwanele ukuthi luhlelwe ngokushesha?

Ingabe ikhasimende lizothola impendulo ephephile nenembile?

Umphumela

Umphumela obonisayo: ngokusekelwe ekubaleni amathikithi esampula angu-30 ngaphambi nangemva kokwethula umsebenzi wokuhlola.

Ngaphambi kokuhlolwa kwe-AI triage, umholi wokusekela wayechitha isilinganiso semizuzu eyi-6 nemizuzwana engama-40 ngethikithi ngalinye efunda, ehlukanisa ngezigaba, ethola i-macro efanele, futhi ebhala impendulo yokuqala.

Ngomsizi we-AI, i-triage yokuqala yokudlula yathatha imizuzu emi-2 nemizuzwana eyi-15 ithikithi ngalinye, okuhlanganisa nokubuyekezwa komuntu.

Lokho kuwukonga okulinganiselwa kwemizuzu emi-4 nemizuzwana engama-25 ithikithi ngalinye. Kumathikithi ayi-180 masonto onke, lokho kulingana namahora ayi-13 nemizuzu eyi-15 elondolozwayo ngesonto.

Ukuhlolwa kokunemba okuvela esivivinyweni sesampula:

Isigaba sifane nelebula lomholi wokusekela kumathikithi angu-26 kwangu-30

Ngithenge wonke amathikithi amathathu ahlobene nokuphepha

Ngisungule imininingwane engasekelwanga kokusalungiswa okubili, kokubili okubanjwe ngesikhathi sokubuyekezwa

Kudingeka ukubhalwa kabusha kusukela ekuqaleni ezimweni ezine kwezingama-30

Lokhu akusikho “i-AI ethatha indawo yokusekelwa”. Kuyi-AI enciphisa umsebenzi wokuhlunga ophindaphindwayo kanye nomsebenzi wokuqala, kuyilapho abantu besaphatha ukwahlulela, ithoni, okuhlukile, kanye nokuziphendulela.

Yini engase ihambe kabi

Ingozi enkulu ukuvumela umsizi athumele izimpendulo ngaphandle kokubuyekezwa kusenesikhathi.

Amaphutha avamile afaka:

Ukukunikeza izihloko zosizo eziphelelwe yisikhathi

Ukukhohlwa ukufaka imithetho yokubuyiselwa kwemali

Ukuyivumela ukuthi iphendule imibuzo yezokuphepha noma yezomthetho

Isivinini sokulinganisa kodwa hhayi izinga lamaphutha

Ukuphatha uhlaka oluqinisekile njengohlaka olufanele

Ukungabhalisi ukuthi yiziphi iziphakamiso ze-AI ezamukelwe, zahlelwa, noma zenqatshiwe

Isivikelo esihle siwumthetho olula wokubuyekeza: uma umsizi engakwazi ukukhomba umthombo ovunyiwe, impendulo ayiphumi.

Ukudla okuwusizo

I-AI ayithengiswa kakhulu uma umsebenzi ujwayelekile, ulinganiselwe, futhi ulinganiswa. Umsizi wokusiza nge-triage ngeke "asebenze isevisi yamakhasimende", kodwa angonga amahora isonto ngalinye, anciphise ingcindezi yomugqa, futhi asize abantu bagxile kumathikithi lapho ukwahlulela kubaluleke kakhulu.

Imibuzo Evame Ukubuzwa

Ingabe i-AI ikhungathekile kakhulu njengamanje?

I-AI iqiniswa kakhulu uma ithengiswa njengephelele, ingenazandla, noma isilungele ukuthatha indawo yemisebenzi yonke ngobusuku obubodwa. Ekusetshenzisweni kwangempela, izikhala zokuthembeka zivela ngokushesha: izimpendulo ezingalungile eziqinisekile, amacala angaphandle, kanye nokuhlanganiswa okuyinkimbinkimbi. I-AI ayiqiniswa kakhulu uma iphathwa njengethuluzi eliqondisiwe lemisebenzi emincane njengokubhala phansi, ukwesekwa kwekhodi, ukuhlunga, kanye nokuhlola. Umehluko uncike ekulindelweni, isisekelo, kanye nokubuyekezwa.

Yiziphi izimpawu ezibucayi kakhulu ezimangalweni zokumaketha ze-AI?

“Ukuzimela ngokugcwele” kanye “nokunembile ngokuphelele maduze” yizimpawu ezimbili eziyisixwayiso ezizwakalayo. Amademo avame ukuhlelwa ngemiyalelo elungisiwe kanye nedatha ehlanzekile, ngakho-ke afihla izindlela ezivamile zokuhluleka. Ukushelela kahle kungaphanjaniswa neqiniso, okwenza amaphutha aqinisekile azwakale ekholeka. Uma isimangalo seqa okwenzekayo lapho uhlelo luphuka, cabanga ukuthi ingozi iyasuswa.

Kungani izinhlelo ze-AI zizwakala zinokuqiniseka ngisho noma zingalungile?

Amamodeli akhiqizayo amahle kakhulu ekukhiqizeni umbhalo oqondakalayo nocacile - ngakho-ke angasungula imininingwane ngokuzethemba uma engenasisekelo. Lokhu kuvame ukuchazwa njengokuhlanganiswa noma ukubona izinto ezingekho: umphumela ozwakala uqondile kodwa ongelona iqiniso elithembekile. Yingakho amacala okusetshenziswa okuthembekile kakhulu evame ukwengeza ukubuyisa, ukuqinisekiswa, ukuqapha, kanye nokubuyekezwa kwabantu. Umgomo uwukubaluleka okusebenzayo okunezivikelo, hhayi ukuqiniseka okusekelwe kuma-vibes.

Ngingayisebenzisa kanjani i-AI ngaphandle kokushiswa yimibono engekho?

Phatha i-AI njengenjini yokubhala, hhayi umshini weqiniso. Izimpendulo ezisekelwe emithonjeni eqinisekisiwe - njengezinqubomgomo ezivunyiwe, amadokhumenti angaphakathi, noma izinkomba ezikhethiwe - kunokuba ucabange ukuthi "imodeli izokwazi." Engeza izinyathelo zokuqinisekisa (izixhumanisi, izingcaphuno, ukuhlola okuphambene) bese udinga ukubuyekezwa komuntu lapho amaphutha ebalulekile khona. Qala kancane, kala imiphumela, bese wandisa kuphela ngemva kokubona ukusebenza okuhambisanayo.

Yiziphi izimo ezinhle zokusetshenziswa kwangempela lapho i-AI ingadingi ukushintshwa kakhulu?

I-AI ivame ukuletha okuhle kakhulu emisebenzini emincane, ephindaphindwayo enezilinganiso zempumelelo ezicacile kanye nezibambiso eziphansi kuya kweziphakathi. Ukuwina okuvamile kufaka phakathi ukubhala kabusha, ukufingqa amadokhumenti amade, ukukhiqiza izinketho (izinhla, izihloko zezindaba, izinhlobo ze-imeyili), amakhodi e-scaffolds, i-support triage, kanye neziphakamiso zangaphakathi zedeski losizo. Indawo emnandi ukuthi “hlela → thola → phakamisa,” hhayi “sungula → themba → thumela.” Abantu basenabo okuthunyelwayo.

Ingabe “ama-AI agents enza konke” akhungathekiswa ngokweqile?

Ngokuvamile, yebo - ikakhulukazi uma "ukungasebenzi ngezandla" kuyiphuzu lokuthengisa. Ukuhamba komsebenzi okunezinyathelo eziningi, amathuluzi ayinkimbinkimbi, izimvume, abasebenzisi bangempela, kanye nemiphumela yangempela kudala izindlela zokwehluleka ezihlanganisayo. Ama-ejenti angaba usizo emisebenzini evinjiwe, kodwa ubuthakathaka bukhuphuka ngokushesha njengoba ububanzi bukhula. Ukuhlolwa okusebenzayo kuhlala kulula: chaza ukubuyela emuva, nikeza umthwalo wemfanelo, futhi ucacise ukuthi amaphutha atholakala kanjani ngaphambi kokuba umonakalo usabalale.

Nginganquma kanjani ukuthi i-AI iyakufanelekela yini ithimba lami noma inhlangano yami?

Qala ngokuchaza umsebenzi njengencazelo yomsebenzi: okufakwayo, okukhishwayo, imikhawulo, nokuthi kusho ukuthini ukuthi “okwenziwe”. Misa isisekelo (isikhathi, izindleko, izinga lamaphutha) ukuze ukwazi ukukala intuthuko esikhundleni sokuphikisana ngemizwa. Nquma ukuthi iqiniso livelaphi - izisekelo zolwazi lwangaphakathi, amadokhumenti avunyiwe, noma amarekhodi amakhasimende. Bese uklama uhlelo lomuntu olungaphakathi kwe-loop bese udweba irediyasi yokuqhuma ngaphambi kokunwebeka.

Ubani obhekene necala uma umphumela we-AI ungalungile?

Umnikazi ongumuntu kufanele abelwe imiphumela, ukubuyekezwa, nokuthi kwenzekani lapho uhlelo luhluleka. "Imodeli ishilo kanjalo" akuyona isibopho, ikakhulukazi lapho kuhileleke imali, ukuphepha, noma amalungelo. Chaza ukuthi ubani ovuma izimpendulo, ukuthi kudingeka nini ukubuyekezwa, nokuthi izehlakalo ziqoshwa kanjani futhi zixazululwe kanjani. Lokhu kuguqula i-AI isuke ekubeni yisibopho ibe ithuluzi elilawulwayo elinomthwalo wemfanelo ocacile.

Ngidinga nini ukubusa, futhi yiziphi izinhlaka ezivame ukusetshenziswa?

Ukuphatha kubaluleke kakhulu lapho kuvela izinkinga - noma yini ehilela imiphumela yezomthetho, ukuphepha, umthelela wezezimali, noma amalungelo abantu. Izindlela ezivamile zokuvikela zifaka phakathi i-NIST Generative AI Profile (ehambisana noHlaka Lokuphathwa Kwengozi lwe-AI), Izimiso ze-OECD AI, kanye nezibopho ezisekelwe engcupheni ze-EU AI Act. Lokhu kukhuthaza ukuhlolwa, ukuvela, ukuqapha, kanye nemikhuba yokudalula izehlakalo. Kungase kuzwakale kungathandeki, kodwa kuvimbela "oops, sisebenzise iphupho elibi lokuthobela imithetho."

Uma i-AI isetshenziswa ngokweqile, kungani isabonakala ibalulekile?

I-hype kanye nomthelela kungahambisana. Ubuchwepheshe obuningi bulandela umugqa ojwayelekile: ukulindela okuphezulu, iqiniso elinzima, bese kuba nenani elizinzile. I-AI inamandla, kodwa ivame ukuthengiswa sengathi isiqediwe kakade - uma isaqhubeka futhi ukuhlanganiswa kuhamba kancane. Inani elihlala njalo livela lapho i-AI isusa izingxenye zomsebenzi ezikhathazayo, isekela ukubhala nokubhala ikhodi, futhi ithuthukisa ukuhamba komsebenzi ngokubeka phansi kanye nokubuyekeza.

Izinkomba

1. Iphrofayili ye-AI Ekhiqizayo ye-NIST (i-NIST AI 600-1, i-PDF) - isiqondiso esihambisanayo ku-AI Risk Management Framework, echaza izindawo ezibalulekile zengozi kanye nezenzo ezinconywayo zokuphatha, ukuhlola, imvelaphi, kanye nokudalulwa kwezehlakalo. Funda kabanzi

2. I-Stanford HAI AI Index - umbiko waminyaka yonke, ocebile ngedatha olandelela inqubekela phambili ye-AI, ukwamukelwa, ukutshalwa kwezimali, kanye nomthelela womphakathi kuzo zonke izilinganiso nezinkomba ezinkulu. Funda kabanzi

3. Ucwaningo lokukhiqiza lwe-GitHub Copilot - Umbhalo wocwaningo olulawulwa yi-GitHub mayelana nesivinini sokuqedwa komsebenzi kanye nolwazi lonjiniyela lapho usebenzisa i-Copilot. Funda kabanzi

4. Isifinyezo soMthetho we-AI weKhomishini yaseYurophu - ikhasi eliyinhloko leKhomishini elichaza izibopho ze-EU eziphathelene nezingozi zezinhlelo ze-AI kanye nezigaba zemikhuba evinjelwe. funda kabanzi

Thola i-AI Yakamuva Esitolo Esisemthethweni Somsizi we-AI

Mayelana NATHI