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pattern recognition
identifying repeating parts of a problem and finding ways to simplify the problem to solve repeating parts efficiently
generalisation
making a single solution able to easily be used to solve other similar problems
debugging
find the problem, analyse the steps that lead to the problem by breaking them up, make a change, learn and improve
correctness
does a solution produce an accurate solution to the problem
robustness
does a solution work reliably with new unseen data
comparison
which solution is best overall, taking into account speed, robustness and correctness