There are no hard and fast rules as a great deal depends on how tyres have been stored, temperature, exposure to light etc .As you mention rubber does harden with age. Tyres that have been left standing with weight will develop a flat and be out of shape
Michelin the French tyre giants suggest at least a yearly inspection after 5 years and a maximum age of 10 years