As a preface to my Blog post, I in no way want to suggest a link between the great majority of Inductivist thinkers and racism. A great deal of the greatest minds that have ever lived believed themselves Inductivists and I have nothing but respect for their achievements, if not for their purported method.
A good analogy as to why Induction is bad epistemology is to the ideas of a typical racist.
What a racist will do is observe maybe a dozen or so bad black people throughout their life and then make a universal claim such as 'all black people are bad'. The racist thinks he has 'proof' and feels justified in his racism.
However this approach doesn't work. One could meet a million bad black people and as soon as one meets a good black guy, 'all black people are bad' is no longer true. Given that we can never know whether he have ever met all black people in existence, we are never rightly able to make the claim that 'all black people are bad'.
This is not the whole story though. What's most important here is that the racist is lacking an *explanation* as to why black people are bad.
An enlightened non-racist would be willing to accept that the racist had met lots of bad black people. He may even be willing to accept that there are many bad black people out there. They may even constitute a majority of the population. However he would point out that there are also many good black people in the world, and thus the claim 'all black people are bad' can't be true.
More importantly however, the enlightened non-racist is able to *explain* why there are bad black people in the world, even if they happened to constitute the vast majority of the black population, in non-racist terms. Black people, as human beings, are autonomous moral agents that have the capacity to chose between right and wrong and also like other human beings they are fallible, which means that the amount of mistakes they make will vary, thus they will fall somewhere within the scale of good and bad. The enlightened non-racist does not consider this view as infallible like the racist does. He accepts that if a better explanatory model consisting of reasons why black genetics lead to moral degeneracy existed then the racist may have truth on their side.
Whilst the racist believes his view to be proven, the non-racist is open to criticism.