token-pruning
Visual-token compression for VLM document retrieval: 448 KB to 3.95 KB per page (113.5x) at 86.7% of baseline nDCG@5. ColPali/ColSmol, PyTorch, Qdrant.
Contract and claim-boundary tooling for empirical AI-system experiments. Turns retained evidence into falsifiable, condition-specific decisions.