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A gateway serving nine models offered nine names and nothing to choose between them. /v1/models is the only view most clients ever have, and it listed ids. Models carry a description now: written when the model is added, shown on the dashboard and sent to clients in /v1/models. Written rather than derived. A registry offers a pipeline tag and a wall of README, and neither answers the question somebody picking from a list is asking — which of these should I send this request to. "General chat, strong Swedish; slower than the 8B" is not in any metadata field. It is optional, and absent means absent rather than an empty string in the response: a model nobody described should read as undescribed, not as described with nothing. On the dashboard it sits under its row rather than in a column. A sentence in a table cell either wraps every other column into a stripe or gets cut off. Co-Authored-By: Claude Opus 5 (1M context) <moreply@anthropic.com>