Fatuous means silly, foolish, or devoid of intelligence. 'Foolish' is the direct synonym meaning lacking good sense or judgment. 'Final' (concluding) is unrelated. 'Cancel' (to revoke) and 'Urge' (to strongly encourage) don't relate to the meaning of fatuous.