Pixel-level Dense Prediction
BlogsScientists have been working on the puzzle of human vision for many decades. Convolutional Neural Network (CNN or convnet)-based Deep Learning reached a new landmark for image recognition when Microsoft announced it had beat the human benchmark…
Voice Shopping
BlogsVoice Ordering Is Here. Voice Shopping Is Coming… And It’s Far More Interesting
Siri has been with us for years, but it’s in the last few months and largely due to Amazon that voice assistants have won rapid adoption and heightened…
Intelligence & Wisdom
BlogsCustomers often ask what gives us the qualifications to work in their industry (industries like these, for example). They wonder whether we are able to able to handle the massive amounts and types of data they have available within their respective…
The Black Arts of Machine Learning
BlogsAs I outline in the Machine Learning Field Guide, the concept of Machine Learning arose from interests in having machines learn from data. The industry has seen cycles of stagnation and resurgence in machine learning/AI research since as early…
Watson's Reckoning
BlogsTo most in the know, Watson has long been considered more hype and marketing than technical reality. Presented as infinitely capable, bleeding edge technology, you might think the well-known Watson brand would be delivering explosive growth…
Timber!: A process centric approach to chopping down a tree or new business project.
BlogsChopping down a tree is a lot like taking on a business project (e.g., for me that could mean delivering a large software application, creating a new artificial intelligence platform, or building a company). I am on vacation this week and decided…
Plays Well With Others: Your Team of AIs
Blogs"Alexa, how are you different than Siri?" "I'm more of a home-body"
I'm away from my desk, so I guess I can't ask Alexa. No problem, I've got an iPhone in my pocket.
"Hey Siri, what's the status of my Amazon order?" "I wish I could, but…
An Agile Story (pun intended)
BlogsWhile working with eBay Enterprise on a large multi-company effort to create a marketing platform, I saw first-hand the struggle around effective project management. I played Scrum Master for our development team and immersed myself into the…
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