Course

BRAINCheck · CT & AI LAB · ORIGINAL COMPANION WORKSHEET

Fairness: किस पर असर पड़ता है?

Evaluate a decision using relevant criteria and evidence.

Name: ____________________ Class: ______ Date: __________

A decision system may disadvantage a group when its criteria or data omit relevant circumstances. Fairness needs context: identify the purpose, affected people, relevant criteria and opportunities to challenge errors. Do not use a protected trait as a shortcut for a person’s capability. Use entirely fictional cases in this exercise.

A fictional club selection rule uses expensive-device ownership as the only sign of interest in science.
  1. Identify who might be excluded despite genuine science interest.
  2. Explain why the chosen proxy is weak.
  3. Propose accessible evidence of interest, such as a paper experiment or explanation.
  4. Describe how a student could request review of an incorrect decision.

Quick check

Which criterion is more directly relevant to science interest?

○ Price of the family phone

○ A thoughtful explanation of a simple experiment

○ Brand of a school bag

○ Number of paid apps

My correction / justified conclusion

Evidence and reference actually checked

My reasoning, uncertainty and reflection

Use fictional/non-personal examples. Public worksheet; save or submit work only through your own notebook. Suggested 60-minute activity. Not an official NCERT/CBSE assessment or certificate.