Just tried to upgrade aesara and got the following error:
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. pymc 4.0.0b6 requires aesara==2.5.1, but you have aesara 2.6.2 which is incompatible.