Mubayi's Conjecture states that if F is a family of k-sized subsets of [n] = {1, . . . , n} which, for k ≥ d ≥ 3 and n ≥ dk d−1 , satisfies A 1 ∩· · ·∩A d = ∅ whenever |A 1 ∪· · ·∪A d | ≤ 2k for all distinct sets A 1 , . . . , A d ∈ F , then |F | ≤ n−1 k−1 , with equality occurring only if F is the family of all k-sized subsets containing some fixed element. This paper proves that Mubayi's Conjecture is true for all families that are invariant with respect to shifting; indeed, these families satisfy a stronger version of Mubayi's Conjecture. Relevant to the conjecture, we prove a fundamental bijective duality between what we call (i, j)unstable families and (j, i)-unstable families. Generalising previous intersecting conditions, we introduce the (d, s, t)-conditionally intersecting condition for families of sets and prove general results thereon. We prove fundamental theorems on two (d, s)-conditionally intersecting families that generalise previous intersecting families, and we pose an extension of a previous conjecture by Frankl and Füredi. Finally, we generalise a classical result by Erdős, Ko and Rado by proving tight upper bounds on the size of (2, s)-conditionally intersecting families F ⊆ 2 [n] and by characterising the families that attain these bounds. We extend this theorem for sufficiently large n to families F ⊆ 2 [n] whose members have at most a fixed size u.