A Beginner’s Guide to Artificial Neural Networks – Part 3
Welcome to the third part of our special series on artificial neural networks! These computing systems have spurred numerous innovations in artificial intelligence (AI) development over the last decade. In our previous post, we explored how artificial neural networks function and learn. Did you miss it? Check it out here. For this final entry of […]
Your Brief Guide to Natural Language Processing (Part 2)
Once an obscure subset of artificial intelligence (AI) development, natural language processing (NLP) is now a vital part of modern life. Whether it’s digital voice assistants, translation apps, word processors, or even customer service calls, you probably encounter this technology in your everyday activities much more frequently than you presume. Welcome to our brief guide […]
Can AI’s Racial & Gender Bias Problem Be Solved?
Artificial intelligence (AI) algorithms are complex packets of code that strive to learn on given training data. But when this training data is flawed, not well-rounded, or biased, the algorithm quickly spirals into discrimination too. For women and minorities, these systemic AI issues can quickly become harmful. Where Does Bias Come From? Bias in AI […]
Thanks to AI and IoT, the Fourth Industrial Revolution Is Already Here
With advancements in machine learning, artificial intelligence (AI), and the Internet of Things (IoT), we’ve ushered in the fourth industrial revolution ahead of schedule. Using a variety of strategically-placed sensors, factories, warehouses, and manufacturing plants are already reaping the benefits of all three of these disruptive technologies. And It’s not simply because industrial enterprises have […]
How AI Bias Actually Occurs (and Why It’s Difficult to Fix)
Today, the overwhelming majority of artificial intelligence (AI) applications are made possible through deep learning. This subset of machine learning relies on the process of applying deep neural network architectures to make decisions or solve problems. Basically, multiple algorithm layers are applied to analyze a problem and produce a “probability vector,” which might say something […]
The Top AI Trends in 2019
Want to get ahead of the curve (and the competition)? See what AI can do for your business by reading our Free Machine Learning Whitepaper right now! Perhaps no other technology will be as disruptive in our lifetimes as the development of artificial intelligence (AI). Whether it’s how we communicate, travel, or work, AI will eventually transform […]
Can We Avoid Flaws in Machine Learning?
As artificial intelligence (AI) continues evolving, it goes without saying that it is going to need tweaks and patches along the way. Unfortunately, as several tech titans recently discovered, their AI systems have some serious problems revolving around gender and race. Bias Is Moving Us Backwards Research shows that language-processing AI can show signs of […]