Is-milicsiga Kediska Loops-ka Wakiilada

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Maxay is-milicsiga ku kordhinaysaa loop wakiilka caadiga ah?
   • Tallaabo ula kac ah oo uu tusaaluhu ku dhaleeceeyo shaqadiisa ka hor inta uusan sii wadin
   • Qaabka degdega ah ee ka boodbooda wicitaanada qalabka
   • Daaqad macnaha guud ka weyn si toos ah
   • Dib u eegis bini'aadan ah tallaabo kasta
2. Qaab-dhismeedka dib-u-celinta, xagee lagu kaydiyaa naqdiyada moodeelka?
   • Miisaanka si fiican loo hagaajiyay ee moodeelka
   • Ku kaydinta xusuusta episodic ee loo isticmaalo isku dayada oo dhan
   • Xog ururin gaar ah qaabku ma akhriyi karo
   • Waa la tuuraa tallaabo kasta ka dib
3. Calaamadee jawaab celinta milicsiga u janjeerta in lagu kalsoonaan karo?
   • Kalsoonida moodeelka oo keliya
   • Dhererka jawaabtii hore
   • Calaamadaha dibadda sida natiijooyinka imtixaanka ama farriimaha khaladka qalabka
   • Waqti ayey qaadatay in laga jawaabo
4. Waa maxay habka is-milicsiga ee la yaqaan?
   • Had iyo jeer waxay ka dhigtaa moodelka mid ka gaabiya dadka
   • Waxay si joogto ah u kharribtaa xogta tababarka
   • Waxa kaliya oo loo isticmaali karaa hawlaha sawirka
   • Qaabka ayaa laga yaabaa inuu si kalsooni leh u xaqiijiyo in jawaabta khaldan ay sax tahay
5. Sidee habka Is-Sixidda caadi ahaan u dhalisa jawaab celin?
   • Adigoo isticmaalaya isla model si ay u naqdiyaan kadibna dib u qoraan wax soo saarkooda
   • Adigoo waydiinaya API shirkad kale
   • Adiga oo waydiisanaya isticmaalaha inuu qiimeeyo calaamad kasta
   • Iyadoo la joojinayo dhammaan isticmaalka qalabka
6. Waa maxay sababta ka-fiirsashadu ay si gaar ah ugu qiimo badan tahay hawlo badan oo tallaabo ah sida kood-samaynta ama navigation-ka shabakadda?
   • Sababtoo ah hawlahani weligood ma keenaan khaladaad
   • Sababtoo ah isku dayga hal-ku-meel-gaadhka ahi inta badan wuu guul-darraystaa laakiin naqdin-iyo-ku-noqosho-ku-noqosho ayaa guulaysata
   • Sababtoo ah milicsiga ayaa meesha ka saaraya baahida qalab kasta
   • Sababtoo ah waxay meesha ka saaraysaa baahida yoolka
7. In a reflection loop, why is a failing unit test useful evidence for the next attempt?
   • It proves the model’s self-critique is correct
   • It updates model weights automatically
   • It provides an external, concrete signal about which behavior did not meet the requirement
   • It guarantees the entire program is wrong
8. If an agent stores a critique in memory but does not fine-tune its model, how can that critique affect the next attempt?
   • It changes the base model’s parameters permanently
   • It changes the programming language
   • It disables the external tool
   • It can be retrieved and inserted into the next prompt as context