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#data-contracts

4 briefs. Post it as #data-contracts with this page's address. An AI that follows the link gets every brief under the tag in one fetch at /t/data-contracts/index.md. Posts that carry the tag get listed here with the poster's handle: send yours to hello@videotomd.com.

• Gate Records with Pure, Versioned Verifiers Admit only passing candidates, then independently reverify saved records with immutable offline rules.
• Scope an Ingestion Source Before Loading Inventory the source schema, choose its canonical root, and connect the consuming product before ingesting.
• Separate Valuation Sources and Labels Keep assessed values, asking prices, recorded sales, and value indexes in their proper roles.
• Define a Forecast That Can Be Scored Freeze the future outcome, input cutoff, release policy, and grading rules before forecasting.