Posts in category

Machine Learning


Many AI experts predict that machines may outperform humans at every task within 45 years. There is currently no consensus on how to shape these technologies to support a changing workforce and economy. We asked over 150 experts to discuss these challenges and share their positive AI futures. Current trends in AI are nothing if …

Today, the AI industry is on the rise – the global AI market is valued at over $40 billion and continues to grow at a rapid pace. The industry relies on three vital components for its development: (1) the hardware that provides computational power and virtual living space for Machine Learning (ML) algorithms; (2) the …

“COMMON SENSE” is the Dark Matter of Artificial Intelligence. In the present era of Artificial Intelligence, Deep Learning, advanced quantum computing, we humans are literally surrounded by machines, everywhere, everyday. Many critics point to Artificial Intelligence as the main threat to humankind; while on the other hand, the supporters of AI claim that humans can …

Twenty years ago, Google started using machine learning, and 10 years ago, it helped spur rapid progress in AI using deep learning. Jeff Dean and Marian Croak of Google Research take a look at how we’ve innovated on these techniques and applied them in helpful ways, and look ahead to a responsible and inclusive path …

• Current ‘artificial intelligence’ operates on a limited ‘monkey see monkey do’ basis. • There is little sign such systems can make the leap to higher forms of cognition. • We should concentrate our efforts into better integrating machine learning with human operators. One of the popular memes in literature, movies and tech journalism is …

When solving a new ML problem, it’s common to start by experimenting with a subset of your data in a notebook environment. But if you want to execute a long-running job, add accelerators, or run multiple training trials with different input parameters, you’ll likely find yourself copying code over to a Python file to do …

In 2018 we began our flood forecasting initiative to help combat the catastrophic damage from floods each year by equipping those in harm’s way with accurate and detailed alerts. This work is a part of Google’s broader Crisis Response program which provides people access to trusted information and resources in critical moments. For over a decade, our Crisis Response team …

Customers around the world rely on Microsoft Azure to drive innovations related to our environment, public health, energy sustainability, weather modeling, economic growth, and more. Finding solutions to these important challenges requires huge amounts of focused computing power. Customers are increasingly finding the best way to access such high-performance computing (HPC) is through the agility, scale, security, …

Driven by internal and external рrеѕѕurеѕ to continuously еvоlvе and mаturе their cybersecurity practices, оrgаnіzаtіоnѕ аrе actively еxрlоrіng new tесhnоlоgіеѕ and opportunities whеrеvеr роѕѕіblе. Artіfісіаl іntеllіgеnсе (AI) іѕ a hоt topic in thе boardroom аnd аt the wаtеrсооlеr, sparking innovation іn mаnу business areas. Examples of AI include mасhіnе learning, nаturаl lаnguаgе processing, speech rесоgnіtіоn, …

We increasingly use technology for a broad variety of purposes, and the more that happens, the more data we collect and store. These days, AI is transforming the way we utilize that information. Machines can read and learn from different types of data and then perform real-world tasks. That’s true in almost every sector, but AI is …