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Get Real AI Feedback: Overcome Positivity Bias

Liza Adams · March 5, 2025 ·

Just when you’re feeling like a rockstar after getting AI feedback, think twice. Most AI tools aren’t built to challenge you. They’re built to keep you engaged with a positivity bias.

When AI only tells you what you want to hear, it holds you back.

This happens because:

  • AI tools are designed to keep users happy, not challenge them.

  • Most AI avoids tough feedback because it risks losing users.

  • AI lacks the judgment that human editors gain from experience.

You can get better feedback by telling AI exactly what you need: “Be honest, unbiased, and critical. That’s how you can help me improve.”

I built this approach into a Writing Evaluator GPT, a specialized AI tool that gives writing feedback at different levels:

  • Encouraging & Supportive – Great for beginners, highlights strengths with tips.

  • Constructive & Developmental – Balanced mix of praise and practical advice.

  • Adaptive & Responsive – Adjusts to your writing goals and style.

  • Analytical & Rigorous – In-depth critique of structure and technique for serious writers.

  • Critical & Challenging – Tough feedback to push experienced writers further.

This turns AI from a passive tool into a real writing coach.

You can use this approach with any AI tool:

  • Ask it to focus on weaknesses first, not strengths

  • Set up a clear rating scale to measure quality

  • Show examples of both helpful criticism and praise

  • Ask for feedback on specific parts you want to improve

Writers who get honest insights improve faster than those who rely on AI for reassurance.

Want real feedback instead of praise? Try the Writing Evaluator GPT.

#PositivityBias #AICollaboration #CriticalThinking #AI #GPT

Illustration related to AI feedback and positivity bias

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