Cold start
concept
A cold start is the accuracy drop when the system meets something new with no data yet. Examples: a new retail chain, or a brand-new product. Accuracy resets, then climbs again as that chain’s own photos come in. It is why a test phase measures the numbers in your stores first.
For engineers: the no-history regime for new entities, where retrieval quality stays low until data accrues.