The document discusses the difficulties of using floating point numbers (Floats) in Ruby and proposes using Rational numbers instead. Some key issues mentioned are that Floats are represented internally as binary which can lead to representation errors, they describe a range rather than a specific number, and calculations with Floats may not be equal due to rounding errors. As an alternative, Rational numbers represented using a decimal notation could solve these problems, though they may be slower. Overall the document argues that Rational is a better fit than Float for many use cases in Ruby.