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Puneet Jindal · @puneetjindal

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Ai Bias And Fairness

From linkedin.com/in/puneetjindalisb

I posted on 2025-10-01 a reminder that AI behavior mirrors data quality, warning that biased, flawed, or overly powerful data directly affect AI outcomes.

  • If the data is biased → AI will be biased.

I advise always asking three audit questions before trusting AI outputs: “Who trained it?”, “What was it trained on?”, and “Does it align with human judgment and ethics?”

AI isn’t magic. It’s like a child who knows nothing until we teach it.

Are we training AI, or is AI training us?

  • If the data is flawed → AI will be flawed.
  • If the data is powerful → AI can supercharge human progress.