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Licenses stall on what gets shared, where bytes sit, payment, and term. Brokers fill that gap — for a fee.
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He needed a rights-clear feed. Public dumps were wrong. Brokers were expensive. Cold start is a counterparty problem, not a scoreboard problem.
The last week of March 2026 was a masterclass in how the modern AI stack fails.
Standards name what to check. A license still needs proof of origin, rights, scope, and fitness.
Package and appraise on your own machine. Quality certificate. Dataset you can license.
When the time ends, access ends.