Masingenzi kube nzima kakhulu - uma ubulokhu uzibuza ukuthi ubani ngempela owaqala yonke inhlangano yobuhlakani bokwenziwa, impendulo, okungenani ngokomlando, ilula kakhulu: UJohn McCarthy . Indoda engazange nje ihlanganyele eminyakeni yokuqala ye-AI - wayiqamba ngokoqobo. Inkulumo ethi ubuhlakani bokwenziwa ? Yakhe.
Kodwa ungaphambanisi lokho nesihloko esikhangayo. Akuyona into yokuhlonipha. Kuyinzuzo.
Izihloko ongase uthande ukuzifunda ngemva kwalesi:
🔗 Indlela Yokudala I-AI - Ukucwila Okujulile Ngaphandle Kokungazi lutho
Umhlahlandlela ophelele, ongenamsebenzi wokwakha i-AI yakho kusukela phansi kuya phezulu.
🔗 Kuyini i-Quantum AI? – Lapho iFiziksi, Ikhodi, kanye ne-Chaos kuhlangana khona
Hlola ukuhlangana okugobile kwengqondo kwe-quantum mechanics kanye nobuhlakani bokwenziwa.
🔗 Kuyini Ukuqagela ku-AI? - Isikhathi Konke Kuhlangana Ngaso
Funda ukuthi i-AI yenza kanjani izinqumo futhi ikhiqize kanjani ukuqonda ngesikhathi sangempela usebenzisa idatha eqeqeshiwe.
🔗 Kusho Ukuthini Ukuthatha Indlela Ephelele Yokwenza I-AI?
Thola ukuthi kungani impumelelo ye-AI ingaphezu nje kwama-algorithms - ukuziphatha, inhloso, kanye nomthelela nakho kubalulekile.
UJohn McCarthy: Okungaphezu Kwegama Ephepheni 🧑📘
Wazalwa ngo-1927 futhi esebenza kulo mkhakha kwaze kwaba yilapho eshona ngo-2011, uJohn McCarthy wayenokucaca okungavamile ngemishini - ukuthi ingaba yini, nokuthi ingase ingabi yini. Esikhathini eside ngaphambi kokuba ama-neural network aphule amaseva e-inthanethi, wayesevele ebuza izinto ezinzima: Sizifundisa kanjani imishini ukucabanga? Yini ebalwa ngisho nokucabanga?
Ngo-1956, uMcCarthy wahlela i-workshop eDartmouth College esebenzisa amandla amakhulu obuhlakani: uClaude Shannon (yebo, umuntu onolwazi ngethiyori), uMarvin Minsky, nabanye abambalwa. Lokhu kwakungeyona nje ingqungquthela yezemfundo enothuli. Kwakuyisikhathi. Isenzakalo sangempela lapho igama elithi ubuhlakani bokwenziwa laqala ukusetshenziswa khona ngokusemthethweni.
Leso siphakamiso seDartmouth? Komile kancane ebusweni, kodwa kwaqala ukunyakaza okungakanciphisi ijubane.
Yini Ayenzile Empeleni? (Okuningi, Ngokweqiniso) 💡🔧
I-LISP, okokuqala
Ngo-1958, uMcCarthy wasungula i-LISP , ulimi lokuhlela olwaluzobusa ucwaningo lwe-AI amashumi eminyaka. Uma uke wezwa igama elithi “i-AI engokomfanekiso,” i-LISP yayiyi-workhorse yayo ethembekile. Yavumela abacwaningi ukuthi badlale nge-logic ephindaphindayo, ukucabanga okuhlanganisiwe - ngokuyisisekelo, izinto esizilindele manje kubuchwepheshe obuthanda kakhulu.
Ukwabelana ngesikhathi:
Umqondo we-OG Cloud McCarthy wokwabelana ngesikhathi - okuvumela abasebenzisi abaningi ukuthi basebenzisane nekhompyutha ngesikhathi esisodwa - wasiza ekushukumiseleni ukubala entweni engalinganiswa. Ungaze uphikise nokuthi kwakuyikhokho wokuqala ongokomoya we-cloud computing.
Wayefuna imishini icabange
Nakuba iningi laligxile ezintweni ezisetshenziswayo noma ezisekelweni zemithetho emincane, uMcCarthy wangena emicabangweni - izinhlaka ezinkulu, ezingaqondakali njengezibalo zesimo kanye nokujikeleza . Lawa akuwona amagama angavamile. Ayizizinhlaka ezisiza imishini ukuthi ingagcini nje ngokwenza, kodwa icabange ngokuhamba kwesikhathi kanye nokungaqiniseki.
Futhi wasungula iStanford AI Lab.
IStanford AI Lab (SAIL) yaba yitshe lesisekelo se-AI yezemfundo. Amarobhothi, ukucubungula ulimi, izinhlelo zokubona - konke kwakunezimpande lapho.
Kwakungesiye Yena Kuphela Nokho 📚🧾
Bheka, ubuhlakani abuvamile ukuba yisenzo somuntu oyedwa. Umsebenzi kaMcCarthy wawuyisisekelo, yebo, kodwa wayengeyedwa ekwakheni umgogodla we-AI. Nakhu okunye okufanele kukhulunywe ngakho:
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U-Alan Turing - Waphakamisa umbuzo othi, “Ingabe imishini ingacabanga?” emuva ngo-1950. Isivivinyo sakhe se-Turing sisacashunwa nanamuhla. Umbono futhi ngendlela edabukisayo uphambi kwesikhathi sakhe 🤖.
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UClaude Shannon - Usize ekuqaliseni ingqungquthela yaseDartmouth noMcCarthy. Wakha negundane elisebenza ngomshini (iTheseus) elalixazulula ama-maze ngokufunda. Kwakuyinto engavamile kancane ngawo-1950 🐭.
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UHerbert Simon no-Allen Newell - Bakha i-Logic Theorist , uhlelo olungafakazela ama-theorem. Abantu babengakukholwa ekuqaleni.
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UMarvin Minsky - Usosayensi wemibono kanye nochwepheshe wezingxenye ezilinganayo. Wagxuma phakathi kwamanethi e-neural, amarobhothi, kanye nemibono yefilosofi enesibindi. Umlingani kaMcCarthy ohlakaniphile oxabana iminyaka eminingi 🛠️.
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Nils Nilsson - Yakha buthule indlela esicabanga ngayo ngokuhlela, ukusesha, kanye nama-ejenti. Yabhala izincwadi ezazivulwe abafundi abaningi bokuqala be-AI emadeskini abo.
Laba bantu babengebona abalingiswa abaseceleni - basize ekuchazeni imiphetho yalokho ubuhlakani bokusebenza kwengqondo obungaba yikho. Noma kunjalo, uMcCarthy wayeyingcweti.
Usuku Lwanamuhla? Lokho Kuyigagasi Elihlukile 🔬⚙️
Masinyane phambili. Unabantu abanjengoGeoffrey Hinton , uYoshua Bengio , noYann LeCun - manje abaziwa ngokuthi “Obaba Bokufunda Okujulile.”
Amamodeli kaHinton okusabalalisa ulwazi ngemuva ngawo-1980 awazange anyamalale nje kuphela - ashintsha. Ngo-2012, umsebenzi wakhe kumanethiwekhi e-convolutional neural wasiza ekuqaliseni i-AI emphakathini. Cabanga: ukuqashelwa kwezithombe, ukuhlanganiswa kwezwi, umbhalo obikezelayo - konke kuvela kulowo mfutho wokufunda okujulile 🌊.
Ngo-2024, uHinton wanikezwa uMklomelo KaNobel kuFiziksi ngaleyo minikelo. Yebo, ifiziksi. Yileyo ndlela imigqa efiphele ngayo manje phakathi kwekhodi nokuqonda 🏆.
Kodwa nansi into: akukho Hinton, akukho ukuthuthuka kokufunda okujulile - kuyiqiniso. Kodwa futhi, akukho McCarthy, akukho nsimu ye-AI kwasekuqaleni . Ithonya lakhe lisemathanjeni.
Umsebenzi kaMcCarthy? Usasebenza 🧩📏
Ukuguquka okungajwayelekile - ngenkathi ukufunda okujulile kulawula namuhla, eminye yemibono "yakudala" kaMcCarthy iyabuya. Ukucabanga okungokomfanekiso, amagrafu olwazi, kanye nezinhlelo ezihlanganisiwe? Ziyikusasa futhi.
Kungani? Ngoba noma amamodeli akhiqizayo ehlakaniphe kangakanani, asacasula izinto ezithile - njengokugcina ukuvumelana, ukusebenzisa ingqondo ngokuhamba kwesikhathi, noma ukubhekana nokuphikisana. UMcCarthy wayesevele ehlola lawo maphethelo emuva ngawo-'60s no-'70s.
Ngakho-ke uma abantu bekhuluma ngokuxuba ama-LLM nezendlalelo ze-logic noma ukunqwabelana okungokomfanekiso - baphinda babuke incwadi yakhe yokudlala, bazi noma cha.
Ngakho-ke, ubani uBaba we-AI? 🧠✅
Akukho ukungabaza lapha: uJohn McCarthy .
Waqamba igama. Wakha ulimi. Wakha amathuluzi. Wabuza imibuzo enzima. Ngisho namanje, abacwaningi be-AI basabhekene nemibono ayidweba ebhodini eminyakeni engamashumi amahlanu edlule.
Ufuna ukufunda ikhodi ye-LISP? Ungene kuma-symbolic agents? Noma ulandelele ukuthi izinhlaka zikaMcCarthy zihlangana kanjani nezakhiwo ze-neural zanamuhla? Ngikuchazele - buza nje.