Investigating patterns when matrix is raised to the power.

Leverage your CAS calculator to delve into the properties and powers of matrices. Afterward, develop a comprehensive conjecture based on your observations and insights. Subsequently, establish a rigorous algebraic proof to validate your conjecture.