The AI Agent Mirage: Expensive Toys or Real Tools?

The industry is currently obsessed with ↗agentic AI, treating these digital assistants as a panacea for productivity. In reality, these systems are often black boxes that generate brittle code and unpredictable outcomes, leaving organisations to foot the bill for their erratic behaviour ↗Cisco. Without rigorous oversight, these tools are simply expensive ways to create technical debt at an unprecedented velocity ↗McKinsey.

While vendors promise a ↗renaissance of efficiency, the actual cost of inference remains a significant barrier to sustainable adoption. Companies like ↗OpenAI are desperately optimising compute to maintain margins, yet the fundamental problem remains: AI generates insights faster than humans can validate them. Treat these claims of automated breakthroughs with extreme scepticism until the infrastructure proves it can handle reality without collapsing under its own complexity.