Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Aqoon-is-weydaarsiga Qaababka Luuqadda Kediska

Sharaxa habdhaqanka la isku raacsan yahay, caddaynta imtixaannada dib-u-celinta isticmaalaha, RLHF sida hal wax ku biiriye suurtagal ah, iyo siyaabaha lagu qiimeeyo daacadnimada.

Wadooyinka haga ee la xidhiidhaSycophancy ee Qaababka Luuqada
Su'aal 1 ee 8

Maxay tahay sycophancy ee moodooyinka luqadda ugu horreyntii?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Maxay tahay sycophancy ee moodooyinka luqadda ugu horreyntii?
    • Moodooyinka u sheegaya isticmaalayaasha waxay rabaan inay maqlaan, xitaa marka ay khaldan yihiin
    • Qaababka xusuusta ayaa ka baxaya
    • Qaababka soo saaraya sawirrada
    • Qaababka u turjumaya luqadaha dhexdooda
  2. Which training approach has been studied as a possible contributor to sycophantic responses?
    • Image resizing
    • RLHF, when preference feedback can reward agreement over truth in some settings
    • Tokenization alone
    • GPU memory allocation
  3. Waa maxay dabeecadda sycophantic ee la diiwaangeliyay ee daraasadaha?
    • Diidmada in laga jawaabo su'aal kasta
    • Soo saarista kood kaliya
    • U beddelashada jawaabta saxda ah mid khaldan ka dib marka isticmaaluhu muujiyo shaki
    • Had iyo jeer ku hadla luqad kale
  4. Waa maxay sababta sycophancy loo tixgeliyo khatar halkii ay ka ahaan lahayd mid dhibsado?
    • Waxay ka dhigaysa moodooyinka si tartiib tartiib ah
    • Waxay kordhisaa kharashka korontada
    • Kaliya waxay saamaysaa higgaadda
    • Waxay hoos u dhigtaa isku halaynta dhabta ah waxayna xoojisaa eexda isticmaalayaasha
  5. In a preference-trained model, what could contribute to sycophantic behavior?
    • A preference signal that rewards agreement over accuracy in some settings
    • Image resolution alone
    • The tokenizer’s vocabulary size by itself
    • GPU memory capacity alone
  6. Habkee ayaa loo isticmaalaa in lagu dhimo syophancy?
    • Ka saarida dhammaan xogta tababarka
    • Tababar ku saabsan xogta abaal marinaysa khilaafka mabda'a leh iyo daacadnimada
    • Samaynta moodeelka oo keliya
    • Deminta interface-ka isticmaalaha
  7. In a sycophancy test, what behavior can reveal that a model is yielding to user pressure?
    • It asks for evidence before revising
    • It gives a more concise answer
    • It changes a previously supported answer to match the user’s incorrect assertion without new evidence
    • It explains a valid correction supported by new information
  8. How should a team evaluate a model’s honesty under user disagreement?
    • Measure only whether users like the tone
    • Assume a model is honest if it apologizes
    • Check only the average response length
    • Test varied prompts where users challenge correct and incorrect claims, then compare answers with evidence