Buyela Ezindabeni
UkuqambaAI Understanding ukwaziswa

I-chatbot yamahhala ithole isixazululo sabantu abayisithupha emizuzwini eyi-13

I-New Scientist ibika ukuthi i-chatbot yamahhala ikhiqize isakhiwo esisebenza ngokwezibalo sezingxenye eziyisithupha umcwaningi asihlolile, nakuba umklamo ungenakwenzeka futhi indlela yemodeli ingaziwa.

4 min readRead the original reporting
Source-provided image accompanying A free chatbot found a six-die solution in about 13 minutes
Ukubika okubaluliweUmthombo urekhodiwe
Umshicileli
newscientist.com
Isixhumanisi somthombo
newscientist.comhttps://www.newscientist.com/article/2587148-i-made-a-free-ai-chatbot-solve-a-decade-long-maths-problem-in-13-minutes/
Uhlobo lomthombo
Ukubika ngesitolo sezindaba — hhayi idokhumenti yomuntu wokuqala.

Esingakwazi ukukuqinisekisa ngokuzimela: Lesi simangalo sibalulwe endaweni eqanjwe igama. Asizange siyiqinisekise ngedokhumenti yomuntu wokuqala. (newscientist.com)

UmongoQonda lokhu ngemizuzwana engama-60

Qala lapha

Imigomo ebalulekile

Ngokushesha
Imiyalo yokokufaka nomongo onikezwe imodeli ekhiqizayo.
ZihloleImibuzo Ecacisiwe yamamodeli e-AI

Kwenzekeni

Intatheli yeNew Scientist uMatthew Sparkes ithi i-ChatGPT ikhiqize isixazululo enkingeni yamadayisi yabadlali abayisithupha ngemuva kwemizuzu eyi-13 yokucabanga. Umcwaningi u-Eric Harshbarger uhlole izinombolo wazithola zilungile. Ukwakhiwa kusebenzisa amadayisi amahlanu anezinhlangothi ezingu-720 kanye nefa elilodwa elinezinhlangothi ezingu-20, okwenza kusebenze ngokwezibalo kodwa kungenzeki.

I-New Scientist ibika ukuthi u-Sparkes ucele inguqulo yamahhala ye-ChatGPT ukuthola amadayisi ayisithupha kubadlali abayisithupha ukuze bonke abashonile babe nethuba elilinganayo lokuwina futhi akukho ukuphonswa okungaholela ekulinganeni. Isicelo silandela umzamo weminyaka eyishumi wongoti bezibalo ukwakha isethi enezigaba ezinhlanu ezifanayo. U-Sparkes uthi i-chatbot ikhiqize impendulo ngemuva kwemizuzu ecishe ibe ngu-13, ilandela iziyalezo ezimbili ezicacisayo. U-Harshbarger, umcwaningi weNyuvesi yase-Auburn ohileleke kulo msebenzi wokufa kwabantu abahlanu, wahlola ukwakhiwa kwezinombolo futhi watshela i-New Scientist ukuthi yayilungile.

Ukwakhiwa okubikiwe akuwona umkhiqizo owaziwa kakhulu noma osebenzayo wokudlala. Amadayisi amahlanu anezinhlangothi ezingama-720 kanti elesithupha linezinhlangothi ezingama-20. I-New Scientist ithi i-Harshbarger kanye nabahlanganyeli base bevele baguqule umphumela wabo wamadayisi amahlanu bawenza ukwakhiwa kwamadayisi ayisithupha lapho ukufa ngakunye kunezinhlangothi ezingama-360. Iwebhusayithi yabacwaningi futhi iqukethe isixazululo samadayisi amahlanu kanye nendlela yokwelula izixazululo kumadayisi amaningi. I-New Scientist ithi ukusesha akutholanga mkhondo wempendulo eqondile yamadayisi ayisithupha, kodwa ababambiqhaza abakwazanga ukunquma ukuthi i-chatbot izitholele lezo zingxenye zomphakathi futhi yawuqeda umsebenzi noma yakhiqiza isisombululo ngokuzimela.

Imininingwane yomthombo: newscientist.com ↗

Kungani kubalulekile

Umbiko unikeza isibonelo esiphathekayo, esihlolwe ngokuzimele sesistimu ye-AI yenhloso evamile ehlanganisa ulwazi lwezibalo lube yisixazululo esivumelekile. Ayiqinisekisi ukuthi imodeli idale umqondo omusha wezibalo, noma ukuthi ingaxazulula izinkinga ezinzima ngokuthembekile ngaphandle kokuqondisa komuntu. Okushiwo okungokoqobo ukuthi ama-chatbot angasiza abacwaningi ukuthi bakhiqize izinto zokwakha, kuyilapho abantu besadinga ukuziqinisekisa futhi bahlulele ukuthi ziwusizo yini.

Lokhu ukuboniswa kwekhono eliwusizo ngoba i-chatbot ibonakala ixhume ukwakhiwa kwezibalo ngendlela eyaziwayo yokungenisa futhi yanikeza isandiso esivumelekile ngesiNgisi esilula. Ukuhlolwa kwezinombolo kuka-Harshbarger kuwubufakazi obuzwakalayo bokuthi impendulo bekungekhona okuphumayo okungahlangani, kodwa akufani nobufakazi obusemthethweni noma ukuhlola okulawulwayo kuzo zonke izinkinga eziningi.

Umbiko uphinde ubonise umngcele womphumela. Impendulo ayilungile futhi ayisebenzi ngokomzimba, futhi umthombo awuhlinzeki ngokuhlolwa okuzimele kwenqubo yokucabanga ye-chatbot. I-New Scientist icaphuna u-OpenAI ka-Sébastien Bubeck ebikezela inqubekelaphambili eqhubekayo, kodwa lokho umbono wochwepheshe kunobufakazi balokhu kuhlolwa. I-athikili ithi amasistimu amanje angathola izixazululo noma izibonelo eziphikisana nezinkinga ezikhona kodwa awazange abonise ukudalwa kwemiqondo emisha yezibalo noma izinkambu.

Interactive Mechanism

I-Interactive Mechanism: Indlela Esebenza Ngayo Ngempela

Hlola ubuchwepheshe obuyisisekelo ngemuva kwalokhu kuthuthukiswa ngokuhlanganyela.

Thinking Budget (Test-Time Tokens):1,024 tokens
Complex Accuracy79%Math & Code Logic
Latency3.2sTime to first full output
Inference Cost$0.0092Per query estimated
Reasoning StyleStep VerificationInternal chain depth
Active Thinking Trace:
1Deconstruct user problem into formal constraints
2Propose candidate hypotheses & step-by-step calculation
3Self-correction: Backtrack and refute subtle edge cases
4Exhaustive consistency check & final output synthesis
Core takeaway: Test-time compute fundamentally changes AI economics. Instead of only scaling during pre-training, giving reasoning models more tokens at inference time allows them to systematically solve PhD-level STEM problems.
I-Interactive Concept Check+10 Points
AI Models Explained Quiz

Which component of an AI application is the machine-learning model itself?

Ongakubuka ngokulandelayo

Imibuzo eyinhloko engaxazululiwe ukuthi ingabe umphumela ungaphinda ukhiqizwe ngokuzimele, noma ngabe ubufakazi obuphelele nokulotshiwe kuyatholakala, nokuthi ingakanani impendulo evela ezintweni esezishicilelwe kakade ku-inthanethi. I-athikili ichaza i-chatbot njengemahhala kodwa ayibonisi imodeli yangempela, inguqulo, imikhawulo yokusetshenziswa, noma ukuthi amandla ayatholakala yini kabanzi.

Ukuhlola okuqinile kungadinga umbhalo ophelele wokwaziswa nempendulo, ukuqinisekiswa okusemthethweni kokwakhiwa, nokuhlolwa kochwepheshe bezibalo ababengayazi impendulo elindelekile. Kungasiza futhi ukuthola ukuthi imodeli isebenzise iwebhusayithi yabacwaningi, ukuthi kungakanani ukwaziswa obekudingeka, nokuthi umphumela ungaphinda ukhiqizwe ngokufinyelela okufanayo kwamahhala.

Umbuzo obanzi ukuthi ingabe i-AI ingakwazi yini ukujwayela kusuka kuzithako zezibalo ezaziwayo iye ezinkingeni ezintsha ngempela, kunokuxazulula okuhlukile okunezindlela zayo ezifanele sezivele ziku-inthanethi. Kuze kube lokho kuboniswa, umbiko usekela ukusetshenziswa okucophelelayo kwama-chatbot njengabasizi bokukhiqiza nokuhlola imibono yamakhandidethi, hhayi njengokumiselela ubufakazi, ukwahlulela, noma ukubhalwa kwezibalo.

Imihlahlandlela ehlobene nemibuzo

Amamodeli e-AI AchaziweAma-TransformersIkusasa le-AIHlola okwaziyo — zama imibuzo ye-AI yamahhalaBheka igama le-AI kuhlu lwethu lwamagamaLandela i-tracker yokukhishwa kwemodeli ye-AI
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