Nicole Hemsoth

Author Archives: Nicole Hemsoth

Next-Gen Insurers Are Going to Need (Way) More AI Horsepower

While involving AI/ML in the complex process of insurance claims now might be piecemeal, the future is bright for insurers to speed time to claim resolution by using image-based data and machine learning models to understand the scope of damage to vehicles or eventually, entire geographic regions.

Next-Gen Insurers Are Going to Need (Way) More AI Horsepower was written by Nicole Hemsoth at The Next Platform.

Google Chips Away at Problems at “Mega-Batch” Scale

As Google’s batch sizes for AI training continue to skyrocket, with some batch sizes ranging from over 100k to one million, the company’s research arm is looking at ways to improve everything from efficiency, scalability, and even privacy for those whose data is used in large-scale training runs.

Google Chips Away at Problems at “Mega-Batch” Scale was written by Nicole Hemsoth at The Next Platform.

HPC Efficiency Gurus Grapple with AMD’s RAPL

Exascale-class energy efficiency cannot be defined by a simple number. Although Green500 energy efficiency HPC rankings provide a one-shot view into performance/efficiency, the complex interplay between large system operating systems, real-world applications, and the various tuning capabilities is worth digging into.

HPC Efficiency Gurus Grapple with AMD’s RAPL was written by Nicole Hemsoth at The Next Platform.