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Vatsvagiri veChinese mepu nhanho shanu dzekuzvivandudza wega AI

Vatsvagiri kubva kuByteDance, Tsinghua University uye Shanghai Artificial Intelligence Laboratory vakatsanangura nhanho-nhanho dzenzira dzeAI masisitimu ayo anogona kupedzisira avandudza maitiro avo ebudiriro.

4 min readRead the original reporting
Source-provided image accompanying Chinese researchers map five stages toward self-improving AI
Attributed reportingKwakanyorwa
Muparidzi
scmp.com
Source link
scmp.comhttps://www.scmp.com/tech/tech-trends/article/3367486/chinese-researchers-chart-five-stage-path-toward-last-ai-built-humans
Source type
Kuburitswa nenhau - kwete gwaro rebato rekutanga.

Zvatisina kukwanisa kuzvisimbisa takazvimirira: Chirevo ichi chinoverengerwa kune yakapihwa zita. Hatina kuzvisimbisa negwaro rebato rekutanga. (scmp.com)

ContextNzwisisa izvi mumasekonzi makumi matanhatu

Tanga pano

Matemu akakosha

Artificial Intelligence (AI)
Nzvimbo yakafara yekuvaka masisitimu anoita mabasa anoda kucherechedzwa kwepateni, kufunga, mutauro, kana kuita sarudzo.
Memory (Agent Memory)
Yakachengetwa mamiriro mumiriri weAI anoshandisa pamatanho kana masesheni kuvandudza kuenderera.
Kugadziriswa kwakanaka
Kuenderera mberi nekudzidziswa padomeine-chaiyo data kugadzirisa iyo isati yadzidziswa modhi kune rimwe basa.
Zviedze iwe pachakoAI Models Inotsanangurwa Mibvunzo

Chii chaitika

The South China Morning Post inoshuma kuti vaongorori kubva kumayunivhesiti eChinese nemakambani ehunyanzvi akaburitsa bepa rinotsanangura matanho mashanu ekuzvivandudza, kubva pakuita magadzirirwo akagadzirwa nevanhu kusvika pakuramba achinatsa nzira dzinoshandiswa kuvandudza masisitimu eAI. Bepa rinoratidza izvi segwara rekutsvagisa, kwete chigadzirwa chakaratidzwa.

Iyo South China Morning Post inoshuma kuti vaongorori vanobva kuByteDance, Tsinghua University, iyo Shanghai Artificial Intelligence Laboratory uye mamwe masangano akaburitsa "Iyo Yekupedzisira AI Yakavakwa Nevanhu: Kuenda Kwechokwadi Recursive Kuzvivandudza." Iro bepa rinotara matanho mashanu anofambira mberi ekudzokorora kuzvivandudza, kana RSI. Pakutanga, AI yaizoita maitiro ekuvandudza akagadzirwa nemainjiniya evanhu. Yaizobva yasarudza nzira dzekusimudzira, kuona kuti ndeupi ruzivo kana ruzivo rwainoda, kugadzirisa mushure mekutumirwa, uye pakupedzisira kukwenenzvera nzira dzinoshandiswa kuvandudza AI pachayo.

Chirevo chinosiyanisa RSI kubva kune chatbot kugadzirisa mhinduro imwechete. Kuti gadziriso ikwane seRSI, shanduko yaizoda kuenderera mberi kupfuura basa rimwe chete uye kugarwa nhaka neanotsiva masisitimu. Vatsvagiri vanopokana kuti otomatiki zvikamu zvekudzidziswa, kuongorora uye kugadzirisa zvakanaka zvinogona kupfupisa kutenderera kwekusimudzira uye kuderedza mutengo wevashandi uye komputa, asi izvi ndizvo zvinorehwa nevanyori pane kuzvimiririra zvakaratidza mhedzisiro mumushumo wakapihwa.

Chinyorwa ichi chinotsanangurawo kuedza kwakabatana nemakambani ekuChina. Z.ai inonzi inoronga kutungamira zvikamu makumi matanhatu kubva muzana zvemari kubva kuUS$5 bhiriyoni yekutsvaga mari kuenda kuchizvarwa chinotevera cheGLM uye chirongwa chekuzvidzidzisa. Vatsvagiri vane hukama neMiniMax 2.7 vanonzi vakatsanangura ndangariro dzekuvandudza uye kusimbisa-kudzidza kuedza, nepo DeepSeek inonzi yakagadzira dhizaini yeajenti yemabasa akawanda-nhanho, kuuraya kodhi uye yekunze software yekudyidzana. Iyi mienzaniso hairatidze kuti chero kambani yawana bepa rekupedzisira RSI nhanho.

Kwakabva mashoko: scmp.com ↗

Nei zvichikosha

Kuzviitira otomatiki zvikamu zvekutsvaga kweAI zvinogona kukanganisa kukurumidza uye zvakachipa vanogadzira kudzidzisa mamodheru emangwana, uku vachichinja kutonga kwakawanda pamusoro pekuvandudza modhi kubva kuvanhu kuenda kuAI masisitimu. Chikumbiro ichi chinosimbisawo dambudziko repakati pekuchengetedza: masisitimu anoshandura maitiro avo ekuvandudza anogona kuda kuyedzwa kwakavimbika uye kutariswa kusati kwatumirwa. Chirevo ichi hachipi humbowo hwekuti matanho ekupedzisira aitwa.

Kana yakavimbika, masisitimu anogadziridza zvikamu zvekutsvaga kweAI anogona kuve mukana wekukwikwidza nekubvumira vanogadzira kuti vamhanye kuyedza uye kugadzirisa mamodheru ane mashoma akananga basa revanhu. Izvo zvinogona kukanganisa kumhanya uye mutengo weiyo-fayoro-modhi yekuvandudza, kunyangwe iyo rondedzero isingapi yakazvimiririra kuyerwa kweiyo mhedzisiro.

Chikumbiro ichi chakakonzerawo kuchengetedzeka kweAI. Vatsvagiri vanoti RSI chaiyo inoda kuchengetedzwa kwakasimba uye nharaunda dzekuyedza dzakasimbiswa kuitira kuti zvigadziriso zviratidzwe kuti zvakachengeteka uye zvinobatsira zvisati zvatumirwa. Chirevo chakapihwa hachizivise chakazvimirira nzira, zvichemo zvekambani zvine hukama, kana kushanda kwechero dziviriro dzakarongwa.

Interactive Mechanism

Interactive Mechanism: Iyo Inonyatsoshanda

Ongorora ari pasi tekinoroji kuseri kwekusimudzira uku uchipindirana.

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.
Interactive Concept Check+10 Points
AI Models Explained Quiz

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

Zvekutarisa zvinotevera

Bepa haripe nguva yekusvika pakuzvidzokorodza chaiko kuzvivandudza. Iko hakuna kunyorwa kwechigadzirwa kuwanikwa, mitengo, kana kuwanikwa kwese. Makiyi asingazivikanwe anosanganisira kana matanho akarongwa anogona kushanda zvakavimbika kunze kweinjiniya yesoftware, ingani compute yavanoda, uye kuti dziviriro dzinogona kuona zvinokuvadza kana kusashanda.

Vatsvagiri vacho havapi nguva yekuzadzisa RSI chaiyo, uye iyo South China Morning Post haitauri hurongwa hwekushanda hwasvika padanho rekupedzisira. Kuwanikwa kutsvagurudzo yakatsanangurwa hakuna kutaurwa, uye hapana mutengo wechigadzirwa kana kuwanikwa kwese kwakanyorwa.

Kufambira mberi kunogona kusiyana zvakanyanya nemunda. Vanyori vanonzi vanoona software engineering senzira yakajeka, nepo marobhoti uye kuwanikwa kwesainzi kunopa matambudziko akaomarara ehunyanzvi. Kuwanikwa kwekombuta ndechimwe chidziviso: chirevo chinotora nyanzvi ichiti makambani eUS anoramba aine mwedzi yakati wandei pamberi uye ane yakawanda yekutumira komputa, ukuwo maChinese matsvagiridzo achiramba achikwirisa pasi pezvipingamupinyi zvehardware.

Kuzivisa kweramangwana kunofanirwa kuona kana masisitimu ekuzvidzidzisa ega anoburitsa zvinoramba zvichiitika, zvinogoneka, magadzirirwo anoongororwa sei, uye kana mvumo yevanhu ichiramba ichidiwa. Hapana mhinduro yakazvimirira yebvunzo inopihwa mune yakapihwa sosi.

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