Topic: AI Metrics

AI Metrics are the key performance indicators used to measure the effectiveness and efficiency of AI systems, including inference speed, accuracy, power consumption, and hardware utilization.

More on: AI Metrics

The podcast episodes discuss the importance of AI Metrics in the context of on-device AI and the adoption of generative AI technologies.

In the first episode, Simplifying On-Device AI for Developers with Siddhika Nevrekar, the guest highlights key metrics like inference speed, accuracy, power consumption, and CPU/GPU/NPU utilization as crucial factors to consider when optimizing AI models for on-device performance.

The second episode, Bessemer Venture Partners - State of the Cloud 2024, discusses the lack of specific metrics for measuring the impact of Generative AI, indicating the industry's early stage in quantifying the disruptive potential of this technology.

All Episodes