Artificial intelligence is making intelligence abundant, but trust is becoming increasingly scarce. As AI models become commoditised, the real source of competitive advantage shifts from generating intelligence to governing it. This article explores why AI governance, institutional capability and trusted decision-making are becoming the foundations of enterprise competitiveness.

In the first part of this analysis, we explored the recent signals suggesting that OpenAI and Anthropic are increasingly moving closer to enterprise deployment, operational integration, and AI-enabled services ecosystems. In the second part, we explored the deeper strategic fear potentially driving this evolution: the risk that LLMs themselves become commoditised infrastructure. But there may be an even larger transformation now emerging underneath the surface. The real endga

The dominant narrative surrounding technology layoffs is deceptively simple: AI is replacing workers. But reality may be more structurally complex. A growing number of signals suggest that some layoffs may not reflect successful AI-driven productivity gains at all. Instead, they may reflect a transitional economic shock caused by the enormous costs of deploying AI systems before organisations have fully learned how to extract measurable business value from them. That distinct