[hintymad]

The examples in the posts suggest that the past does not contain all the patterns, or information in general, about the future. If so, isn't it natural that point forecast will fail in some cases?

[pishpash]

The past cannot contain all information about the future, or there is some superdeterminism going on, by definition.