billion molecules incurs substantial computational costs and dominates the preparation time for active learning. Constructing the HNSW for 4.8 billion molecules is similarly costly but offers an approximately 3x speedup over the active learning preparation. However, we only need to build the HNSW data structure once and can add new molecules to it incrementally thereafter.