Mitigating model limitations
Understanding Prompt Engineering
Alex Banks
Founder & Educator
Introduction to model limitations
The reversal curse
The reversal curse
Biases - a mirror of Society
Hallucinations - when the model imagines
Hallucinations - when the model imagines
Hallucinations - when the model imagines
Overfitting - echoing the data
Model is too closely tailored to its training data.
Makes it less effective at generalizing to new, unseen data.
Overfitting - echoing the data
Comedy challenges large language models like ChatGPT.
Researchers found that 90% of 1,008 generations were the same 25 jokes.
Overfitting - echoing the data
