IBM has formally introduced watsonx, the company's next generation enterprise-focused artificial intelligence and data platform. Global business leaders remain unclear about the real, transformative power of AI and how to leverage it. The campaign is designed to define and differentiate watsonx as a force multiplier that can accelerate impact for global business leaders as they look to apply AI solutions in new and innovative ways.

The two distinct spots feature a fast-paced, multi-media technique that aims to provide inspiration and guidance around the value proposition of watsonx, while underscoring the need to identify the right AI that will empower businesses to advance objectives and accelerate workloads. These concepts come to life through potential use cases that spotlight the importance of applying AI that is trusted, targeted, and built on the best open technology available.

Consumers' video expectations are being shaped by the brilliant images promised by 4K Ultra High Definition (UHD) video and beyond. However, the technical-based hurdles and data demands of higher quality video mean that the majority of users only have access to full HD or lower video technology. For nearly three years, the Alliance for Open Media (AOMedia) has been working in lock-step with its members, the world's best-known leaders in video, to develop a better quality internet video technology that benefits all consumers. Today, the Alliance is proud to announce the public release of the AOMedia Video Codec 1.0 (AV1) specification, which delivers cross-platform, 4K UHD or higher online video, royalty-free - all while lowering data usage.

Whether watching live sports, video chatting with loved ones, or binging on a favorite show, online video is becoming a bigger part of consumers' daily lives. In fact, video is so important to users that by 2021, 82 percent of all the world's internet traffic will be video, according to the Cisco Visual Networking Index , 2016-2021. To remove many of the hurdles required by older, optical disc-era, video technologies, AOMedia developed AV1 specifically for the internet video-era, paving the way for companies to make more of the royalty-free, 4K UHD and higher video devices, products, and services that consumers love.

IBM and NVIDIA today announced collaboration on a new deep learning tool optimized for the latest IBM and NVIDIA technologies to help train computers to think and learn in more human-like ways at a faster pace. Deep learning is a fast growing machine learning method that extracts information by crunching through millions of pieces of data to detect and rank the most important aspects from the data. Publicly supported among leading consumer web and mobile application companies, deep learning is quickly being adopted by more traditional business enterprises.

Deep learning and other artificial intelligence capabilities are being used across a wide range of industry sectors; in banking to advance fraud detection through facial recognition; in automotive for self-driving automobiles and in retail for fully automated call centers with computers that can better understand speech and answer questions.

Welcome to the TechPowerUp 2011 PC technology Christmas special. We hope that you will enjoy reading it while tucking into your turkey, Christmas presents and a little too much wine... In this article, we go through the technology of 2011 that has had the most significance, the most impact and was generally the most talked about. It's not necessarily the best tech of 2011 which is the most significant though, since lemons can be just as significant as the ground-breakers in how they fail to deliver - and the backlash that goes with it.

January: Intel Sandy Bridge i5 & i7

Released on January 9th, the new Intel Core i5 & i7 processors were based on Intel's second generation Core architecture built on a 32 nm production process (HEXUS review). They included an IGP (Integrated Graphics Processor) physically on the same piece of silicon along with HyperThreading. These new dual and quad core processors soundly beat all previous generations of Intel processors in terms of processing performance, heat, power use, features and left AMD in the dust. Therefore, Intel badly needed some competition from AMD and unless you have been living under a rock, you will know how that turned out in October with the launch of Bulldozer. Sandy Bridge was a sound win and is generally considered to be the only architecture worth considering at this point. The i5-2500K is currently at the sweet spot of price/performance. It comes at a stock speed of 3.3 GHz, but typically overclocks to an amazing 4.5 - 5 GHz with a decent air cooler and without too much difficulty in getting there. Models in the budget i3 range were released at various times later. See this Wikipedia article for details.