If AI Models Become Commodities, What Happens to the Economics?
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Mark Zuckerberg has frequently described Meta’s Llama AI models as open source. Technically, that description remains contested. The Open Source Initiative (OSI) defines open-source AI as providing the ability to use, study, modify, and share the system, supported by access to the information and code needed to understand and modify…Read More

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AI Governance for CFOs
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AI governance is becoming a finance discipline. Here’s how CFOs can control AI token spend before it controls their budget. We know that AI adoption is accelerating across every business function. AI governance for CFOs is rapidly becoming a core finance responsibility as organizations seek to balance innovation with financial…Read More

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Why Cheaper AI Won’t Save Your Margins
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Moore’s Law vs. Jevons’ Paradox, The AI Margin Reality Moore’s Law says that computing prices will continue to drop. Jevons’ Paradox states that overall usage will explode. In short, don’t count on Moore’s Law to grow your gross margins. Moore’s Law: Costs Are Falling Fast, but that’s Only Half the…Read More

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AI Glossary: A Guide for Financial Leaders to the Language of Modern Intelligence
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This AI glossary contains 100+ clear, plain English definitions of AI concepts, from foundational terms like machine learning and neural networks to emerging ideas like Generative Engine Optimization and synthetic data. Where relevant, we connect definitions to their implications for governance, compliance, and ROI.  Use this AI glossary to:  Speak…Read More

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