MWONGOZO wa Maombi

Mawakala wanaotumia Kompyuta

Mawakala wanaotumia kompyuta huingiliana na violesura vya picha kupitia uchunguzi wa skrini na vitendo vya kuingiza data kama vile kubofya, kuandika, na kusogeza.

Sikiliza mwongozo huuInaonyeshwa na AI · ~2 min

Katika ukurasa huudk 2 kusoma
  1. Muhtasari
  2. Dive ya kina
  3. Utekelezaji wa Ulimwengu Halisi
  4. Mustakabali wa Mawakala Wanaotumia Kompyuta
  5. Kuiweka katika vitendo
  6. Endelea Kuchunguza
  7. Maswali yanayoulizwa mara kwa mara

Muhtasari

They can target some applications without a dedicated API, but performance depends on access, visual grounding, and task complexity.

Dive ya kina

A computer-use agent receives a screenshot or other supported interface observation, selects an action such as click, type, or scroll, and observes the resulting screen before acting again. Benchmarks such as OSWorld test open-ended tasks across real desktop and web applications in controlled operating-system environments. Some systems can also use accessibility metadata, which supplies structured properties of interface elements. Visual grounding and action execution can fail, and working through a GUI does not make every application accessible or every task reliable. Use permission limits, verification, and human approval for sensitive actions.

Utekelezaji wa Ulimwengu Halisi

Navigate a web form in a test environment and verify the resulting page state.

Use a desktop benchmark task to edit a document and confirm the file was saved.

Combine screenshots with accessibility metadata when an environment makes it available.

Run actions in a restricted environment and require confirmation for consequential operations.

Mustakabali wa Mawakala Wanaotumia Kompyuta

Computer-use systems and benchmarks continue to evolve. Compare models on the operating systems, applications, observation modes, and action space relevant to the intended task; benchmark scores do not establish universal task success.

Kuiweka katika vitendo

Kwa nini ni muhimu

  • Tengeneza chaguzi. Muundo wa kiwango cha programu huamua kama AI inaboresha matokeo halisi.
  • Timu na mtiririko wa kazi. Ujumuishaji mzuri wa mtiririko wa kazi hutengeneza faida za tija ambazo watumiaji wanaweza kuamini.
  • Hatari na usalama. Kesi za utumiaji zilizopangwa vizuri hupunguza uchovu wa mabadiliko na hatari ya utekelezaji.

Jihadharini na

  • Kuweka kiotomatiki mchakato uliovunjika kunaweza kukuza shida zilizopo.
  • Timu zinaweza kufanya otomatiki kupita kiasi na kuondoa uamuzi unaohitajika wa kibinadamu.
  • Ubora unaweza kuyumba ikiwa matokeo hayatatathminiwa mara kwa mara.

Hatua zinazofuata

  1. Ramani ya mtiririko wa kazi wa sasa na utambue hatua ya msuguano wa juu zaidi.
  2. Bainisha vituo vya ukaguzi vya binadamu kabla ya otomatiki kamili.
  3. Fundisha watumiaji kuhusu maekelezo, njia za kupanda na viwango vya ubora.
  4. Fuatilia matokeo ya kiwango cha kazi ili kuthibitisha thamani endelevu.

Endelea Kuchunguza

Jarida halali

Pata taarifa ya kila siku ya AI

Hadithi tatu za AI zilizothibitishwa kila asubuhi ya wiki, zimetengenezwa kwa Kiingereza rahisi. Bila malipo daima, hakuna matangazo.

Barua pepe moja kila siku ya wiki. Jiondoe kwa bonyeza moja. Hatutauza au kushiriki anwani yako.

Jijaribu mwenyewe

Take the Computer-Using Agents quiz

Maoni ya haraka juu ya kila jibu, na cheti kinachoweza kushirikishwa na kitambulisho kinachoweza kuthibitishwa baada ya kupita kozi.

Anza chemsha bongo

Changia elimu ya AI bila malipo. AI Understanding ni 501(c)(3) isiyo na faida — hakuna matangazo, hakuna kizuizi cha malipo, daima. Toa mchango

Maswali yanayoulizwa mara kwa mara

What is Computer-Using Agents?

Computer-using agents interact with graphical interfaces through screen observations and input actions such as clicks, typing, and scrolling. They can target some applications without a dedicated API, but performance depends on access, visual grounding, and task complexity.

Je, wakala anayetumia kompyuta huingiliana vipi na programu?

CUA hutambua picha za skrini na kutoa vitendo vya kuingiza data kama vile vya kibinadamu kama vile kubofya na kubofya vitufe.

Je, ni faida gani kuu ya kufanya kazi katika kiwango cha pikseli-na-kibonye?

Kwa sababu inafanya kazi kama mtumiaji wa kibinadamu, CUA inaweza kuendesha programu zilizopitwa na wakati au zisizo na API.

Je, wakala hupokea nini ili kuamua hatua yake inayofuata?

Baada ya kila kitendo wakala hunasa picha mpya ya skrini, na kutengeneza kitanzi cha mtizamo-kitendo.

Ni ipi kati ya hizi ni mfano halisi wa bidhaa ya wakala anayetumia kompyuta?

Claude matumizi ya kompyuta na OpenAI ya Opereta ni mawakala wanaojulikana wanaotumia kompyuta.

Kwa nini mawakala wanaotumia kompyuta mara nyingi huendeshwa katika mazingira ya sanduku?

Kutoa udhibiti wa wakala wa kompyuta halisi hubeba hatari, kwa hivyo kutengwa na usimamizi hupunguza madhara yanayoweza kutokea.