What is the minimum number of points on the sphere $S^d \subset \mathbb{R}^{d+1}$ which cannot be covered by $d+1$ double caps? A double cap is defined to be a set $\{x \in S^d: |\langle x,a \rangle| > 1/\sqrt{2}\}$ where $a \in S^d$.
I am particularly interested in the case $d=2$.
The following theorem by Alexandru Damian can be used to construct a lower bound. See here for a sketch of a proof and here for the original related question by Joseph O'Rourke.
Theorem. Let $P \subset S^d$ be a finite subset with cardinality $|P|$ and $A \subset S^d$ be a subset with spherical measure $\sigma^d(A)$ (normalised such that $\sigma^d(S^d)=1$). Then the following holds:
$$\nexists R \in SO(3):R(P) \subseteq A \Rightarrow |P|>\frac{1}{1-\sigma^d(A)}.$$
So (for $d=2$) choosing $A$ to be three disjoint double caps centred on three mutually orthogonal points we have $\sigma^2(A)=3-\frac{3}{\sqrt2}$, so any point set $P$ which cannot be covered by three double caps must satisfy:
$$|P|>\frac{1}{1-(3-3/\sqrt2)}=8.2426\ldots$$
i.e. any eight points on $S^2$ can be covered by three double caps.
Given this argument makes no use of the geometry of the set $A$ it seems to me to be a fairly weak lower bound. I am interested in finding a higher lower bound or indeed an exact solution.