In regular parlance it very quickly came to mean countries that are very underdeveloped, with high levels of poverty, simply because this tended to map quite closely to non-alignment.
Unless you’re reading something about cold war geopolitics, most use of the term takes this casual meaning, though you can usually get confirmation of what is meant from context.