Extrapolation errors occur when investors:

assume that current and recent conditions will prevail well into the future, also causing them to ignore the evidence of changing circumstances.

tend to be overconfident regarding their abilities and make major mistakes like too little diversification and over trading.

are tricked into thinking that they can foretell the future because they can easily observe the past.

try to identify patterns in financial markets that do not exist.