Skip to lesson

Path: AI trainer essentials

Explain and improve a judgment

Locate the specific failure, write a concise rationale, and choose the revision that fixes it.

Starting level
Some basics
Time
24 minutes
Public lesson guide
EN + हिंदी

You will learn to

Locate a specific failure and write the smallest revision that fixes it.

Why this matters

Useful feedback is recoverable. It shows what failed, where the evidence is, and what a better answer should do.

Three things to remember

  • Point to the exact claim or sentence.
  • Connect the failure to a rubric criterion.
  • Revise without adding unsupported detail.

See one example

Task

Answer claims a scheme reached exactly 8.4 million people but gives no source.

Weak approach

This answer is bad and should be rewritten.

Stronger approach

The exact beneficiary count is unsupported. Remove it or cite a current primary source and date, then state any remaining uncertainty.

Why the stronger approach works

The strong note identifies the failure and gives a bounded recovery path.

Make something yourself

Rewrite this reviewer note so another worker can act on it: 'This response is confusing and wrong.'

A useful starting pointName the exact problem, the affected text, and one concrete fix.
Practise this lesson

Read further

The source is optional. The complete teaching and practice are available inside AI2Bharat.

Read the primary or official source: OpenAI InstructGPT