Algorithmia Blog - Deploying AI at scale

AlphaGo’s Historic Victory, The Brain vs Deep Learning, and more from the Department of Bots

You may have heard about AlphaGo: Go has officially fallen to machines, just like Jeopardy did before it to Watson, and chess before that to Deep Blue. Now that artificial intelligence has mastered Go, New Scientist asks what game should it take on next. Deep-Q is learning not only Pong with Tensorflow and PyGame, but also Flappy Bird. If that wasn’t enough, here’s a timeline of artificial intelligence victories from 1997-3041. You read that correctly.

Department of Bots
Motherboard argues that joke-telling robots represent the final frontier of A.I., since humor requires self-awareness, spontaneity, linguistic sophistication, and empathy. That’s not an easy task for a bot. Speaking of, why do developers love chatbots so much? Facebook’s Messenger Bot Store is coming, and it could be the most important launch since the App Store. We’re believers, but will robots take your job?

The Brain vs Deep Learning
Want to know why the singularity is anywhere but near? Read this great examination of the brain’s electrochemical and biological information processing pipeline as it relates to deep learning. There are a few problems with consciousness as it relates to superintelligence. The DeepMind founder has plans beyond just Go. He’s designing for healthcare, robots, and your phone. Use Neural Doodle to turn your two-bit doodles into fine artworks with deep neural networks. Very cool.

Point/Counterpoint
Harvard Business Review argues that you need an algorithm, not a data scientist. Not so fast, says Data Science Central. You need a data scientist, and then an algorithm. But, what you’re really looking for is the Algorithm Economy.

Debunking A.I. Myths
Thanks to the pioneering work of scientists, a clearer picture is emerging about A.I., and the most common misconceptions and myths. These are the 7 biggest myths about A.I., and 17 predictions about the future of big data.

The Internet of (Broken) Things
A security expert hacked a hotel’s Android-based light-switch tablet, and then gained control to the electronics in every single room. Oof. This is going to be a continual challenge for companies as they integrate digital technologies in meaningful ways to enhance homes and improve their lives. Here’s your chance to meet the 10 pigeons(!) live tweeting London’s air pollution. Oh, and by the way, they’re wearing tiny backpacks.


Emergent Future is a weekly, hand-curated dispatch exploring technology through the lens of artificial intelligence, data science, and the shape of things to come. Subscribe below.

Product manager at Algorithmia helping to give developers super powers.

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