How An AI Learns From Past Matches To Predict Tennis Shot Placement

Interesting for sports, perhaps more so for bullets, torpedos or even securities trading? JL

Kyle Wiggers reports in Venture Beat:

Studies suggest that expert players are more adept at detecting events in advance and have better knowledge of situational probabilities; an AI system that’s not only capable of anticipating a tennis opponent’s actions, but doing so with “player-level” behavioral patterns. “The model learns attributes via modeling player knowledge and experiences through neural memory networks and outperforms. The  model is capable of capturing match context and the player tactical elements which are essential when anticipating player behavior."

Is Having the Most Popular Photo On Instagram Worth Anything?

Possibly, in terms of generating advertising revenue, unless, of course, the whole thing is a sham.

In which case, these days,  it might be worth even more. JL


Kurt Wagner reports in Re/code:

The Instagram account that posted the egg picture, @world_record_egg, inexplicably has 4.5 million followers despite posting just this one — yes one — photo. @world_record_egg could rake in as much as $250,000 to run a single ad to all of its followers if it decides to sell out. An influencer marketing analytics company, think it could be even more. “I think [they could sell an ad for] close to a million dollars.”

The World's First Robot Hotel Is Looking For A Few Good Humans

Those darned humans are going to steal all our robot jobs...JL

Alastair Gale and Takashi Mochizuki report in the Wall Street Journal:

The world’s first robot hotel, is now laying off its low-performing droids. The hotel has culled over half of its 243 robots, many because they created work rather than reduced it. Guests became frustrated when the hotel’s robots failed to keep pace with Siri or Alexa. Robots that were anticipated to be labor savers fell short. Humans have to help the two robots at the check-in desk when foreign guests arrive by making copies of their passports. There are currently many jobs suited only for humans. “When you actually use robots you realize there are places where they aren’t needed—or just annoy people.”

Why Microsoft No Longer Sees Cortana As Alexa Or Google Competitor - But More Pervasive

Excuse, delusion - or possibly genius? JL

Tom Warren reports in The Verge:

Microsoft’s Cortana digital assistant has fallen behind Google Assistant and Alexa over the past year, and now the software maker is taking a different approach to the competition. Nadella sees Cortana as an app or service that will work across multiple platforms, rather than Microsoft competing in Cortana hardware for consumers. "Microsoft appears to be out of the smart speaker game."

How A Neural Network Can Organize the World It Sees Into Concepts As Humans Do

Accurate interpretation is a significant achievement and may eventually lead to prediction. JL


Karen Hao reports in MIT Technology Review, image by Gabriel Santiago in Unsplash:

Researchers began probing a GAN’s learning mechanics by feeding it photos of scenery—trees, grass, buildings, and sky. They wanted to see whether it would learn to organize the pixels into sensible groups without being explicitly told how. Over time, by turning “on” and “off” various “neurons” and asking the GAN to paint what it thought, it managed to group tree pixels with tree pixels and door pixels with door pixels regardless of how these objects changed color from photo to photo in the training set. Being able to identify which clusters correspond to which concepts makes it possible to control the neural network’s output.

How Strangers May Be Online Watching Your Amazon Door Security Video

What happens when the value of the data being generated exceeds the value of the service being provided. JL

Sam Biddle reports in The Intercept:

Amazon’s Ring security cameras have a history of lax, sloppy oversight when it comes to deciding who has access to some of the most intimate data belonging to any person: a live, high-definition feed from around — and inside — their house. Ring provided its Ukraine-based research and development team unfettered access to a folder on Amazon’s S3 cloud storage service that contained every video created by every Ring camera around the world. An enormous list of files that could be browsed and viewed. Downloading and sharing these customer video files would require little more than a click.

New York Empire of Illegal Airbnb Rentals Booked Over 75,000 Guests

So much for the sharing economy as a boon to 'the little guy' trying to make an occasional buck to help make ends meet.

The question is to what degree this mass commercialization of rental apartments in major cities represents the actual business of Airbnb. JL

Luis Ferre-Sadurni reports in the New York Times:

A $21 million lawsuit filed by the city against a group of real estate brokers accused of using Airbnb to illegally rent out apartments in 34  buildings in Manhattan. A real estate brokerage firm, used a web of 18 corporate entities and fake identities on Airbnb to convert 130 apartments in the buildings into de facto hotel rooms. It is illegal to rent out apartments for fewer than 30 days unless the tenant is present when a guest is renting. Critics of Airbnb have argued: that commercial operators use the platform to turn residential apartments into illegal hotels for tourists, taking units off the market, aggravating the housing shortage.