Intellectual Frontiers

Theory

AI resilience score

Test what remains scarce after a competitor gains better models, tools, and engineering capacity. The score reviews dimensions such as proprietary data, legal rights, and workflow control, supports each score with a source and contrary case, and rejects resilience that depends only on today's model weakness.

Dimensions

Review proprietary data, exclusivity, customer access, approvals, physical position, legal rights, workflow control, trust, distribution, history, infrastructure, feedback, and know-how.

Evidence

Support each score with a source, contrary case, likely decay event, and review date.

Failure case

Reject resilience that depends only on today's model weakness, high labor cost, or poor integration.

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