Post by Humatica

The AI hype cycle has been running at full intensity for three years. The signal-to-noise ratio has suffered as a result. But beneath the noise, something genuinely significant is happening. The productivity evidence from organisations that have moved from experimentation to deployment is now substantial: 20-40% improvements in knowledge work, 35-55% in software development, legal review at human-expert level in a fraction of the time. The challenge isn't the technology. It almost never is. It's the gap between deploying AI tools and actually transforming how the organisation works. Humatica’s Bryan Turner has written about what genuine transformation looks like and three questions every CEO should be able to answer with confidence and precision before claiming their organisation is on the right track. The AI reality check isn't a reason to slow down. It's a reason to get more serious. [Link in comments]