Practical Ways to Get More Reliable Output from Generative AI

https://northpixelate.com/s/2lBhoHaKC4jz5wc_jde1D

Getting reliable output from generative AI isn't about hoping for the best—it's about refining your prompts with clear context and specific constraints. I’ve found that iterating on instructions step by step, including examples of what you want, dramatically cuts down on hallucinations. Pair that with output validation steps, like asking for citations or having the model explain its reasoning, and you’ll get results you can actually use.