Recent developments in machine learning herald a promised land of automation, where artificial intelligence can maintain large swathes of IT infrastructure with minimal intervention from human agents.
When we launched our AI by Design principles in April 2024, the IT industry’s focus was on generative AI models that could produce single outputs from single prompts. In just one year, the conversation has shifted rapidly toward agentic AI: autonomous or semi-autonomous systems that plan, act, and learn over multiple steps.
Recent developments in machine learning herald a promised land of automation, where artificial intelligence can maintain large swathes of IT infrastructure with minimal intervention from human agents.
Artificial intelligence (AI) is shifting from tools that aid with tasks to systems capable of autonomous reasoning, planning, and action. Infrastructure observability is changing as a result.