15 min read · Straven Institute · 2026
The AI Intelligence Deficit
The AI market suffers not from a shortage of technology or capital but from an Intelligence Deficit: a structural gap between the volume of AI claims and the independent expertise available to verify them, which explains why 95% of enterprise AI pilots fail to deliver measurable ROI. This whitepaper maps the AI Information Ecosystem, traces the Signal Degradation Curve that strips context from capability claims as they travel, and sets out the diagnostic discipline organisations need to close the gap before capital is committed.
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