Agent yiy jëfandikoo ordinatër
Agent yiy jëfandikoo ordinatër dañuy jëfandikoo ordinatër bi ni nit ñi di defee: xool ekraŋ bi, toxal kursoer bi, klike, ak bind.
Résumé
This lets AI use any software with a graphical interface, even apps with no API.
Plongeur bu xóot
A computer-using agent (CUA) controls a real or virtual desktop through its screen and input devices rather than through code-level APIs. The model receives screenshots of the display, reasons about what it sees, and outputs low-level actions like 'click at coordinate (412, 230)', 'type this text', or 'scroll down'. This perception-action loop repeats: act, capture a fresh screenshot, decide the next move. Because it works at the pixel-and-keystroke level, a CUA can drive web browsers, fill forms, navigate menus, and use legacy applications that expose no programmatic interface. Examples include Anthropic's Claude computer use and OpenAI's Operator. The trade-offs are real: screen reading can be slow, clicks can miss, and giving an agent control of a machine raises safety concerns, so most run in sandboxed or supervised environments.
Gis-gis xarala
Dañuy jox ndawu liggéey bi benn nataalu ekraŋ boole ci liggéey bi, ak benn model bu mëna gis, muy tënk mbir yi (butoŋu, barab) ci coordonnée pixel yi. Dafay génne ab jëf buñ yamale bu benn couche automatisation di def ci OS bi wala ci navigateur bi. Ginaaw jëf bu nekk, ab nataalu ekraŋ bu bees dafay tëj boucle bi, suko defee ndawu liggéey bi xam limu nara jur balaa muy jëfaat. Koolute mingi aju bu bari ci grounding visuel bu jaar yoon, ak ci jéemaat wala logique de verification sudee click bi daanu ci élément bu jaarul yoon.
njeextalu pexe
Tabax tànneef
Ni ñuy jëmmale aplikaasioŋ bi mooy wane ndax IA dafay gëna baaxal njariñ yi.
Ekip ak def liggéey
Integraasioŋ bu baax ci def liggéey dafay jur njariñu liggéey bu jëfandikukat yi mëna wóolu.
Risk ak kaaraange
Jëfandikoo bu jaar yoon dina wàññi coono coppite ak risku samp gi.
Ëlëgu Agent yiy Jëfandikoo Ordinatër
Jaar-jaar ak gaawaay dina gëna yokk ginaaw bi model yi gënee xarañ ci ëmbeefi UI yi ak yenn jaxasoo yi di toxu ci garabi jëfandikoo gi gëna gaaw ci barabu pixel yu ñor yi. Xaarandil ay balustrade yu gëna dëgër: ay laaj ngir firnde laataa ngay def jëf yu am risk, ay sandbox yu tënk, ak ay surnaalu audit. Benchmark yiñ miin ngir liggéeyi ordinatër ak web ñu ngi gëna jëm ca kanam, di puus yokkute buñ mëna natt. Lu gëna gudd, CUAs mën nañu jaxase pixel control ak woote API direct, jëfandikoo ci app bu gëna wóor, boole ci tëye jéego bu nit ñi nangu ngir liggéey yu am solo yu melni fay.
Doxal ci àdduna dëgg
Agent buy reserve resto ci ubbi nawigatër, dugg ci sit bi ñuy reserve, tànn waxtu, ak dugal ay leerali jokkool.
Otomatise rapooru dépense yi ci jàng resit yi ci ekraŋ bi ak bind valeur yi ci aplikaasioŋu kontabilite bu amul API.
Test QA mooy ndawu liggéey bi dafay klike ci aplikaasioŋu web bi ngir firndeel ni bépp butoŋu formileer dafay dox.
Bindal formileer web yu nguur gi wala assurance yi nga jàng etiketu barab bu nekk nga bind leeral yi war.
Risk yi ak balustrade yi
Otomatise procédure bu yàqu mën na yokk jafe-jafe yi fi nekk.
Ekip yi mën nañu otomatise lu ëpp ba noppi dindi àtteb nit ñi.
Kalite mën na wàññeeku sudee duñu wéy di jàngat li ñuy génne.
Roadmap ngir samp gi
Defal kàrt ni liggéey bi di doxee leegi nga ràññee jéego bi gëna am jafe-jafe.
Mandargal barabu saytu nit balaa otomatisasioŋ bu mat sëkk.
Taggat jëfandikukat yi ci ay laaj, yooni eskalaasioŋ ak seeni sàrti kalite.
Toppal njariñu niveau liggéey bi ngir firndeel valeur buy wéy.
Weyal di banneexu
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Gis bi ci topp
Reflexion ak Agent yuy jubbanti seen bopp
Laaj yi ñuy faral di laaj
What is Computer-Using Agents?
Agent yiy jëfandikoo ordinatër dañuy jëfandikoo ordinatër bi ni nit ñi di defee: xool ekraŋ bi, toxal kursoer bi, klike, ak bind. Loolu dafay may IA mu jëfandikoo bépp losisel bu am interfaasu grafik, ba ci aplikaasioŋ yu amul API.
Naka la agent biy jëfandikoo ordinatër di njëkka jaxasoo ak losisel bi?
CUA dafay gis nataali ekraŋ yi ba noppi def ay jëf yu niro ak yu nit ñi di def, lu ci melni klike ak tëye butoŋu.
Lan mooy njariñ li gëna mag ci liggéey ci niveau pixel-ak-keystroke?
Ndax dafay def ni jëfandikukat nit, CUA mën na dawal aplikaasioŋ yu yàgg wala yu amul API.
Lan la ndawu liggéey bi di am ngir mëna tànn jëfam ci ëlëg?
Ginaaw jëf bu nekk, ndawu liggéey bi dafay jël nataalu ekraŋ bu bees, daal di nekk benn bouclage perception-action.
Ci yii, yan ci ñoom mooy misaalu produit agent buy jëfandikoo ordinatër?
Jëfandiku ordinatër ak Operatëru AIU_AAR 10_ dañu siiw ci jëfandikoo ordinatër.
Lan moo waral agent yiy jëfandikoo ordinatër di faral di doxal ci biir sandbox?
Jox ab ndawu liggeykat mu yor ab ordinatër dëgg amna risk, kon isolement ak surveillance dina wàññi loraange yi.