kaivalnp commented on PR #12679:
URL: https://github.com/apache/lucene/pull/12679#issuecomment-1767022898

   > stronger guarantees on the worst-case memory usage
   
   Totally agreed @jpountz! It is very easy to go wrong in the new API, 
specially if the user passes a low threshold (high radius -> low threshold). As 
we can see from benchmarks above, the number of nodes to visit may jump very 
fast with slight reduction in the `traversalThreshold` (`mean` column of first 
table)
   
   > fall back to an exact search that is based on a `TwoPhaseIterator`
   
   This makes sense to me.. Something like a lazy-loading iterator, where we 
perform vector comparisons and determine whether a doc matches on `#advance`?
   
   > something like `VectorSimilarityQuery`
   
   I like this, thanks for the suggestion @benwtrent!


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