Eval Slices Before You Scale Training Spend

Benchmark leaders can still fail on occlusions, long video, and real-world lighting. Eval slices surface those gaps with reviewer-calibrated labels and scenario pass rates.

Harbor delivers governed capture and QA so training corpora and eval harnesses share the same provenance story.

Key takeaway

Order an eval slice delivery before you lock a multi-million-token training contract.

Bottom line

Contact Harbor for eval-ready programmes aligned to robotics, multimodal, and wearable deployment surfaces.