Machine learning micromodels reduce the challenges of sourcing and annotating data while delivering better precision and accuracy than macromodels.
Are We in an AI Hype Bubble? Not Necessarily
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4 m
It could be 20 or 30 years before AI matches humans, researchers now say. But VC firms are still investing billions. Are we in an AI hype bubble?
3 Surprising AI Applications in Food, Energy and Airlines
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4 m
Artificial intelligence for the food, energy and airline industries? These clever AI applications will surprise and inspire you.
Stories of AI Failure and How to Avoid Similar AI Fails in 2019
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9 m
Starting a new AI project in 2019? This article has the info you need to avoid an embarrassing AI failure: stories of big AI fails, expert advice, and more.
A Guide to Underwhelming with AI
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3 m
This week: a guide to underwhelming with AI, featuring Watson for Oncology; why Forrester says 75% of early AI projects will underwhelm; and Stephen Hawking’s different AI warning.
Hallucinating AI is a Big Security Problem
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4 m
This week: hallucinating AI is causing security headaches and potential disasters; a new report dives into potential malicious uses of artificial intelligence; and California legislators are taking action to protect you, your data and your privacy.
Elon Musk vs Artificial Intelligence: A Story of Alarmists vs Realists
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4 m
It’s round 2 of “Elon Musk vs AI” as Musk hits back at Harvard professor Steven Pinker. Meanwhile, a Google exec warns about “movie-inspired death scenarios” from Terminator-style AI.
Jeff Catlin’s AI Predictions for 2018
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3 m
This week: Jeff Catlin gives us his AI predictions for 2018, plus a much-needed reality check (he says AI needs to consider its privilege); some areas where AI is already rivaling humans; and Steve Wozniak joins the camp of AI realists.
Hyperparameter Theft!
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4 m
Hyperparameter optimization is akin to a secret ingredient in Willy Wonka’s Chocolate Factory. And, much like Arthur Slugworth, there are nefarious entities afoot in the machine learning community. In this article, Chief Scientist Paul Barba goes over the ins and outs of hyperparameter theft!
The Limits of Deep Learning, and Why it Matters
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2 m
This week: the limits of deep learning, and why it matters; exponential AI development via machine teaching; using AI to analyze airport reviews; and 4 questions to help you choose the right AI partner.
Artificial Intelligence Will Double Economic Growth: Here’s How
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4 m
Many economists predict that artificial intelligence will drive huge economic growth. How will this occur? Let’s explore AI’s impact on the economy.
Build or Buy for Natural Language Processing?
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8 m
From customization to scalability, there’s a lot to consider when deciding whether to build or buy an NLP or system. In this article we outline the dilemma and explore the pros and cons and costs of both options.
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