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Making Sense of Semantics in the Age of AI
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In 2023, Donald Farmer delivered a keynote titled “Making Sense of Semantics” during the BARC Retreat. It was a period in which AI was transitioning from experimentation and hype toward early forms of large-scale adoption, accompanied by growing concerns around scalability, governance, and real business value. At the same time, Farmer’s presentation exposed a…
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Architecture with Discipline: The Key to Scalable Innovation
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Innovation today is no longer driven by isolated technological breakthroughs, but by an organization’s ability to continuously turn data into insight, action, and learning. Artificial intelligence, advanced analytics, real-time decision-making, and future digital capabilities all rely on one fundamental element: a data architecture that is flexible enough to evolve, yet robust enough to be…
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AI Starts With Data: Why TIQM Still Matters More Than Ever
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Artificial intelligence is rapidly moving from experimentation to embedded decision-making. Yet despite unprecedented advances in AI models, platforms, and automation, one fundamental truth remains unchanged: “AI is only as good as the data it relies on.” Poor data quality no longer just leads to incorrect reports, it results in biased models, unreliable predictions, and…