🟪 2026 CMU / Larridin AI & REVENUES RESEARCH PAPER

AI Specifics Predict Greater Revenues.

A new, draft research paper from Carnegie Mellon University (CMU) and Larridin shows faster revenue growth for S&P 500 companies with stronger AI deployment signals.

CMU / Larridin Findings from S&P 500 Annual Reports

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Key Insights

Stronger AI Deployment Signals
Narrative concreteness reflects named, deployed use cases and quantified results.

No Tie to Costs
No AI signal was tied to changes in companies' costs or stock price.

More AI Tied to More Revenue
Organizations with greater narrative concreteness achieved 7% greater revenue growth.