Computer-Kushandisa Agents
Vanoshandisa komputa vanoshandisa komputa sezvinoita munhu: kuona skrini, kufambisa chitubu, kudzvanya, uye kutaipa.
Pfupiso
This lets AI use any software with a graphical interface, even apps with no API.
Kudzika Kwakadzika
Iyo komputa-inoshandisa mumiriri (CUA) inodzora chaiyo kana chaiyo desktop kuburikidza nechidzitiro chayo nemidziyo yekupinza kwete kuburikidza nekodhi-level APIs. Iyo modhi inogamuchira zviratidziro zvechiratidziro, zvikonzero pamusoro pezvainoona, uye inoburitsa yakaderera-nhanho zviito senge 'tinya pakurongeka (412, 230)', 'nyora chinyorwa ichi', kana 'kudzika pasi'. Iyi yekufungidzira-chiito loop inodzokorora: ita, tora mufananidzo mutsva, sarudza mafambiro anotevera. Nekuti inoshanda padanho repixel-uye-keystroke, CUA inogona kutyaira mabhurawuza, kuzadza mafomu, kufamba mumamenyu, uye kushandisa legacy application iyo inofumura isina programmatic interface. Mienzaniso inosanganisira Anthropic's Claude kushandisa komputa uye OpenAI's Operator. Iko kutengeserana kwechokwadi: kuverenga skrini kunogona kunonoka, kudzvanya kunogona kupotsa, uye kupa mumiriri kutonga kwemuchina kunomutsa kunetsekana kwekuchengetedza, saka mazhinji anomhanya munzvimbo dzakaiswa jecha kana dzakatariswa.
Technical Insight
Mumiririri anopiwa skrini pamwe nebasa racho, uye chiratidzo-chinokwanisa modhi yezvikonzero zvinhu (mabhatani, minda) kune pixel coordinates. Inoburitsa chiitiko chakarongeka chinoitwa otomatiki layer inopesana neOS kana browser. Mushure mechiitiko chega chega skrini nyowani inovhara loop, saka mumiririri anoona mhedzisiro asati aita zvakare. Kuvimbika kunotsamira zvakanyanya pakuona kwakadzikama uye kuedzazve kana ongororo yeruzivo kana kudzvanya kwasvika pane zvisiri izvo.
Strategic Impact
Vaka sarudzo
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo.
Team uye workflow
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba.
Ngozi uye kuchengeteka
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa.
Ramangwana reComputer-Kushandisa Agents
Kurongeka uye kumhanya kunovandudza sezvo mamodheru ari kuita nani pakugadzika zvinhu zveUI uye sezvo kumwe kudyidzana kunochinja kuenda kumiti inokurumidza kuwanikwa panzvimbo pepixels mbishi. Tarisira maguardrails akasimba: kusimbisa kusimudzira pamberi pezviito zvine njodzi, mabhokisi ejecha akaganhurirwa, uye matanda ekuongorora. Mabhenji mabhenji edesktop uye ewebhu mabasa ari kukura, achisundira kufambira mberi kunoyerwa. Nenguva refu, maCUA anogona kusanganisa pixel control neakananga API mafoni, uchishandisa chero inonyanya kuvimbika paapp, uku uchichengeta nhanho yemvumo yemunhu yekushanda kwakaoma sekubhadhara.
Real-World Implementation
Mumiririri anochengetera resitorendi nekuvhura bhurawuza, kufambisa saiti yekuchengetera, kusarudza nguva, uye kuisa mameseji.
Kuita otomatiki mari mishumo nekuverenga risiti pachiratidziro uye kutaipa kukosha mudesktop accounting app isina API.
QA yekuyedza apo mumiririri anodzvanya kuburikidza newebhu app kusaina kuyerera kuratidza bhatani rega rega uye fomu inoshanda.
Kuzadza kudzokorora hurumende kana inishuwarenzi mafomu ewebhu nekuverenga yega yega tsamba remu uye kutaipa ruzivo rwakakodzera.
Njodzi & Guardrails
Kuita otomatiki nzira yakaputsika inogona kukudza matambudziko aripo.
Matimu anogona kuwedzera otomatiki uye kubvisa kutonga kunodiwa kwevanhu.
Hunhu hunogona kudonha kana zvinobuda zvikasaramba zvichiongororwa.
Implementation Roadmap
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba.
Ramba Uchiongorora
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What is Computer-Using Agents?
Vanoshandisa komputa vanoshandisa komputa sezvinoita munhu: kuona skrini, kufambisa chitubu, kudzvanya, uye kutaipa. Izvi zvinoita kuti AI ishandise chero software ine graphical interface, kunyangwe maapplication asina API.
Ko mumiririri anoshandisa komputa anonyanya kudyidzana sei nesoftware?
Iyo CUA inoona zvidzitiro uye inoburitsa zviito zvekupinza zvevanhu zvakaita sekudzvanya uye makiyi.
Ndeipi mukana mukuru wekushanda papixel-uye-keystroke level?
Nekuti inoita senge munhu mushandisi, CUA inogona kutyaira legacy kana API-shoma maapplication.
Chii chinogashirwa nemumiririri kuti asarudze chiito chake chinotevera?
Mushure mechiitiko chega chega mumiririri anotora skrini nyowani, achigadzira yekuona-chiito loop.
Ndeupi weiyi muenzaniso chaiwo wechigadzirwa chinoshandisa komputa?
Claude mashandisirwo emakombuta uye OpenAI's Operator vamiririri vanoshandisa komputa vane mukurumbira.
Sei vanoshandisa komputa vachiwanzo mhanya munzvimbo dzine sandboxed?
Kupa mumiririri kutonga kwekombuta chaiyo kune njodzi, saka kuzviparadzanisa nevamwe uye kutarisa kunoderedza kukuvadzwa kungangoitika.