Human-Centric Methodologies In AI Reliability By Mayank Vadaliya

The modern manufacturing and automotive sectors increasingly rely on highly integrated, opaque software networks to drive global operations. As these digital systems scale from localized factory floors to interconnected autonomous transit networks, diagnosing unexpected failures becomes a uniquely critical operational challenge. Mayank Vadaliya, an Application Support Engineer at Tesla, a doctoral researcher in Information Technology … Read more

The AI Index Nobody Is Tracking: Why Storm Duncan Thinks It’s the Most Important AI Metric

The AI Index Nobody Is Tracking Why Storm Duncan of Ignatious Thinks It’s the Most Important AI Metric of the Decade There is no shortage of metrics being applied to artificial intelligence. Benchmark scores, parameter counts, inference costs, enterprise adoption rates. The industry generates data about itself with the same velocity it generates everything else. … Read more

AI Shopping Agents Are Flooding Retail. Most Security Systems Still Cannot Tell Which Ones to Trust

Akamai’s latest State of the Internet report puts a number behind a problem retailers have been watching build for months. Nearly half of all AI bot traffic observed across Akamai’s global network between July and December 2025 was directed at the commerce sector. The more revealing figure, however, is what happened after that traffic arrived. … Read more