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Data Licensing
John Reilly

The Language of Data Series Part 6 of 7

An AI model trained on listing data is a derivative work at industrial scale, which is exactly why the newest MLS rules address AI by name, and why the question of whether listing data may touch a training environment at all has become the sharpest edge in data licensing.

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Brokerages & Business Models
Saul & John

The Language of Data Series Part 5 of 7

One habit will keep you oriented across all of these. For any feed, ask two questions. What may the recipient do with what arrives, that is the license. And is the output a listing being shown, or something new being made?

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The Language of DATA
Saul & John

The Language of Data Series Part 3 of 7

The grey market is not the black market of outright theft. It is the sprawl of MLS data circulating in ways nobody quite licensed and nobody can quite trace: the vendor feed that keeps running after the client relationship ends; the full payload delivered for one purpose and quietly repurposed for another; copies passed downstream to sub vendors and partners the license never named; over retained historical data reborn as someone’s analytics product; exported records laundered into tools and lists far from their source.

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Agency by Ratification

Real Estate Word of the Day – Learning real estate one word or phrase at a time… Agency by Ratification Agency by ratification refers to

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