The current situation depends
only on the situation one time
step before it
If the day is one time unit and
weather is a Markov process,
tomorrow's weather depends only on today’s
weather. Prior days have no influence.
The Ising model is a Markov process.
Andrei Andreyevich Markov 1856-1922