India, May 21 -- As organizations adopt and scale AI systems that are more and more capable of autonomy, organizations are at greater risk due to blind spots, silent failure and unpredictable behaviour. Today's AI is anything but deterministic!

Consider organizations experiencing "image generators" that default to Studio Ghibli-style outputs or cases where AI agents are making unsupervised decisions involving mission-critical workflows.

There are a variety of factors that are often overlooked in today's AI systems; traditional observability tools - designed with simpler rule-based systems in mind - are not keeping up.

In an interview with Dataquest, Ved Antani, Senior Vice President of Engineering and Managing Director, New Relic India...