AI data quality

How Phi-4-Reasoning Redefines AI Reasoning by Difficult “Greater is Higher” Myth

Microsoft's recent release of Phi-4-reasoning challenges a key assumption in constructing artificial intelligence systems able to reasoning. Because the introduction of chain-of-thought reasoning in 2022, researchers believed that advanced reasoning required very large language...

Why Data Is the Unsung Hero of AI Strategy

The AI Gold Rush – From Pilots and Experiments to Enterprise Scale and StrategyMoore’s Law is well and truly in play on the subject of AI. AI is heavily in demand, and each enterprise...

Monetizing Research for AI Training: The Risks and Best Practices

Because the demand for generative AI grows, so does the hunger for high-quality data to coach these systems. Scholarly publishers have began to monetize their research content to supply training data for giant language...

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