Kedis ku xidhan hagaha · Fudud Heerka

Waddooyinka Ilaalada iyo Kediska Dhexdhexaadinta Wax-soo-saarka

Dib u eeg sida habka ilaalinta luuqada-qaabka ay u hubiso gelinta, soo saarida, iyo baahinta qoraalka iyadoo la dheellitirayo ogaanshaha, sirta, qiimaynta, iyo kormeerka socda.

Su'aal 1 ee 8

Waa maxay waardiyayaasha macnaha guud ee qaabka luqadda?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay waardiyayaasha macnaha guud ee qaabka luqadda?
    • Hubinta badbaadada ee ilaalinaysa wax-soo-gelinta iyo soo-saarka gudaha xuduudaha la aqbali karo
    • Soohdimaha qurxinta agagaarka daaqada wada sheekaysiga
    • Hab lagu sameeyo moodelku si dhakhso leh uga jawaabo
    • Qalabka qaboojiya server-yada
  2. Muxuu si gaar ah u kormeerayaa 'dhexdhexaadinta wax soo saarka'?
    • Korontada uu isticmaalo moodelku
    • Qoraalka qaabka uu soo saaray, ka hor inta uusan gaarin isticmaalaha
    • Xawaaraha qorida isticmaaluhu
    • Nidaamka midabka ee interface
  3. Waa kuwee tusaale u ah ilaalinta-dhinaca-gelinta?
    • U turjumaya jawaabta Isbaanishka
    • Ka dhigista farta weyn
    • Shaandhaynta isku dayga duritaanka degdega ah ka hor inta aanu gaadhin qaabka
    • Ku darida xigashooyinka jawaabta
  4. Waa maxay sababta dhexdhexaadinta qulqulka (token-by-token) jawaabaha ay u adag tahay?
    • Socodku wuxuu isticmaalaa midabyo badan
    • Socodku wuxuu curyaamiyaa dhammaan kalasaarayaasha
    • Isticmaalayaashu ma akhrin karaan qoraalka la daadiyay
    • Qoraalka waxa loo muujiyaa sida loo soo saaray, markaa waxa waxyeello leh waxay soo muuqan karaan ka hor hubin buuxda
  5. Waa maxay muhimka ah ee ay tahay in injineerada ilaalinta xadiidka isku dheeli tiraan?
    • Qabashada wax soo saarka waxyeellada leh iyadoo la yareynayo natiijooyinka beenta ah ee codsiyada sharciga ah
    • Samaynta qaabka mid gaabis ah intii suurtagal ah
    • Joojinta jawaab kasta
    • Meesha laga saaray dhammaan jarista
  6. What is a privacy-conscious way to log moderation decisions?
    • Store every full conversation indefinitely with public access
    • Record only necessary information, with defined access and retention controls
    • Disable all privacy controls to simplify debugging
    • Publish blocked prompts so users can inspect them
  7. What should pre-deployment guardrail testing include?
    • Only the prompts that already pass
    • No testing of borderline requests
    • Representative harmful and benign cases to measure misses and false positives
    • A single test prompt for every policy category
  8. Why monitor guardrails after deployment?
    • Monitoring makes the model intrinsically safe
    • A deployed classifier never changes its error rate
    • It eliminates the need for user reports or evaluation
    • Usage and threat patterns can change, revealing new errors or policy gaps