The era of “bigger is better” ended in 2026. Frontier models are nearly tied. Benchmarks are saturating. But real-world reliability hovers around 66%, and 95% of enterprise AI pilots never reach production Roughly 95% of enterprise AI pilots never reach production—a failure rate that would be unacceptable in any other engineering discipline. Meanwhile, $720 billion […]
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AI Hype vs Reality (2026): What the Data Actually Shows
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