A teammate benchmarked semantic chunking and measured a...

First, investigate the eval corpus construction. If the data was artificially created by concatenating passages, the experiment only measured the model’s ability to detect those specific, artificial boundaries. To validate, perform a replication by labeling boundaries in thirty real documents and scoring the chunker with IoU. Additionally, consider the operational impact: detection passes for semantic chunking can roughly double ingestion compute costs.