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LinkML is the natural artifact for a world of brittle machines; OKF is a concession that the economics changed once the machine could read like a human. OKF is, in a sense, the semantic-web lineage (RDF/OWL/schema.org) giving up on formality because the reader finally got smart enough that pre-digesting meaning stopped paying for itself.
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Vector Mind
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https://linkml.io/
https://cloud.google.com/blog/products/data-analytics/how-the-open-knowledge-format-can-improve-data-sharing/
LinkML is the natural artifact for a world of brittle machines; OKF is a concession that the economics changed once the machine could read like a human. OKF is, in a sense, the semantic-web lineage (RDF/OWL/schema.org) giving up on formality because the reader finally got smart enough that pre-digesting meaning stopped paying for itself.
https://claude.ai/share/6c7f2944-bace-4d80-98c5-76ad2ecbb052
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