Artificial Intelligence
6 Positive AI Visions For The Future Of Work
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 …
Data Labeling for AI Products: How to Process Thousands of Data Labels
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 …
The Dark Matter of AI: Common Sense Is Not So Common
“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 …
Cloud Storage As A File System In AI Training
Cloud Storage is a common choice for Vertex AI and AI Platform users to store their training data, models, checkpoints and logs. Now, with Cloud Storage FUSE, training jobs on both platforms can access their data on Cloud Storage as files in the local file system. This post introduces the Cloud Storage FUSE for Vertex AI Custom Training. On AI Platform Training, the feature is …
Design’s New Frontier
In the 1960s, the advent of computer-aided design (CAD) sparked a revolution in design. For his PhD thesis in 1963, MIT Professor Ivan Sutherland developed Sketchpad, a game-changing software program that enabled users to draw, move, and resize shapes on a computer. Over the course of the next few decades, CAD software reshaped how …
A Decade In Deep Learning, And What’s Next
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 …
XLS-R: Self-Supervised Speech Processing For 128 Languages
Talking to each other is a natural way for people to interact, and as voice technology has evolved, to interact with our devices — and the metaverse in the future, where virtual experiences blend with our physical worlds. Yet speech technology is only available for a fraction of the thousands of languages spoken around the …
Top 10 Countries In The World With AI Innovation
World AI Innovation are group of 46 countries in terms of infrastructure, innovative environment, scientific and technological research and development, and industry and application. Twenty years ago, there was a huge gulf between China and the United States on AI research. While the U.S. was witnessing sustained growth in research efforts by both public institutions …
The Term AI Overpromises. Let’s Make Machine Learning Work Better For Humans Instead
• 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 …
Dynatrace Unifies Log Monitoring And PurePath Distributed Tracing To Enhance Analytics For Modern Clouds
Software intelligence company Dynatrace announced today it has enhanced its analytics capabilities for modern multicloud and hybrid environments by unifying its AI-powered log monitoring with PurePath®, its distributed tracing and code-level analysis technology. By leveraging the Dynatrace® platform to automatically connect logs and traces, analyze them in real-time, and assemble the data for AI-powered analytics, organizations can …