#reliability

News · 2025-06-25

Gartner: over 40% of agentic AI projects will be cancelled by 2027

Gartner estimates that over 40% of agentic AI projects will be cancelled by the end of 2027 because of cost, unclear value or weak risk controls. The signal is not that agents are dead. It is that unmanaged PoCs are entering the bill, governance and accountability wall.

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Evals and benchmarks — measurement instead of vibes

A benchmark is not truth carved in stone. It is an instrument with error bars. Without it, though, you are only guessing whether a model or agent works.

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Model orchestration: how AI systems choose and combine models

Model orchestration decides which model should handle each part of the work. It combines routing, handoffs, fallbacks, cost, latency, quality, security and portability in one operational control layer.

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Zombie internet — when AI text eats the web

Zombie internet is a web flooded with generated text, summaries without accountability and content that only looks human from far away. The problem is not just spam. The problem is loss of trust.