GPT outputs

Introduction to GPTs

Jasmin Ludolf

Data Science and AI Content Developer, DataCamp

Incorrect outputs

A robot with a thumbs up saying the sky is green

Introduction to GPTs

Validation techniques

 

  • Evaluate the output ourselves with domain knowledge
  • Compare the results or ask an expert
  • Use question-and-answering
  • Always proofread

A person inspecting something with a large magnifying glass

Introduction to GPTs

Validate ourselves

 

  • Financial analyst:
    • Transfers a route calculation
    • Checks it with their own calculation

An illustration of a person with paperwork and a graph to represent a financial analyst

Introduction to GPTs

Comparing results

 

  • Analyst writing a report:
    • Compare the results with a previous report
    • Compare with other company sources

An illustration of a person pointing at a graph to represent another analyst working on an earnings report

Introduction to GPTs

Ask an expert

 

  • People team manager:
    • Creating a week-long program
    • Connects with benefits manager
    • Connects with mental health specialist
    • Checks the plan is appropriate

An illustration of a person working on a tablet with a cup of coffee and a clock behind them to represent a people team manager making plans

Introduction to GPTs

Question-and-answering

 

  • Stock manager:
    • Ask follow-up questions to verify the answer
    • "What was your methodology?"
    • "Show me the steps you took to get to this answer"
    • "Please correct this part"

An illustration of a person with gears behind them working on a graph to represent a stock manager

Introduction to GPTs

Let's practice!

Introduction to GPTs

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