Automatically write ‘STAR’ questions – and answers! – for your work history

Summary

STAR questions are stupid, hard to answer, require hours of prep; can we have the AI generate the answers for us? ... why not have the AI also evaluate *and improve* our answers?

Usefulness: Practical/Productive

Techniques

  • Complex multi-phase prompt:
    • Synthesise “my entire career, everything good and bad I ever did”
    • Generate appropriate STAR questions that people will ask (note: most STAR questions are highly predictable – it’s one of the reasons they’re a bad interview technique)
    • Combine the above to create appropriate STAR answers
    • De-hallucinate: Discover places where the provided backstory (by the human) was insufficiently detailed (for the AI) to answer effectively
  • Note the “de-hallucinate” step above — I’m experimenting here with killing hallucinations at source by ensuring the AI always has sufficient data it doesn’t *need* to hallucinate.

Discoveries

  • Wracking my brain trying to remember everything I’ve ever done on every project at every company, to then select the few that are best for this question … takes a huge amount of time and energy. The AI does it well for me.
  • Hallucination-avoidance? worked well so far.

Details / Implementation

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