Fresh Takes & Updates

Generative AI is evolving at a breakneck pace, moving beyond novelty use cases towards becoming a core organisational capability. For enterprise leaders, keeping up with technical milestones isn’t enough. What matters is understanding how these trends converge to reshape strategy, workflows, and competitive advantage.

Here are six key trends redefining generative AI and what they mean for your business.

Technical possibility without human preference risks wasted investment, resistance, and diminished impact.

Prompting is tactical. Orchestration and workflow integration are strategic.

Why multi-agent systems will fail without operational discipline, and what to do about it.

The illusion of oversight is more dangerous than none at all