Machine learning is moving toward an important advance: the development of flexible systems that can learn to perform multiple tasks and then use what they have learned to solve new problems on their own. Two important contributors to the field of artificial intelligence and machine learning – Jeff Dean, head of Google AI and the co-founder of Google Brain, and Chris Ré, associate professor of computer science at Stanford – discussed the future of flexible machine learning at a recent session of the AI Salon, hosted by the Stanford AI Lab and the Stanford Institute for Human-Centered Artificial Intelligence. •While there has been progress in some areas of flexible machine learning, “we don’t have a huge number of strong results,” Dean said.

Amazon allows up to 199 characters for a book’s title and subtitle combined, making the word combination possibilities, if not endless, vast. Karen Rinaldi’s self-help book “It’s Great to Suck at Something: The Unexpected Joy of Wiping Out and What It Can Teach Us About Patience, Resilience, and the Stuff that Really Matters” started out with a shorter subtitle: “The Exceptional Benefits of Being Unexceptional.” (Dutton)
Pelz said the final wordy subtitle was chosen to try to convey to readers: “We know, sucking at something sounds a little crazy.

Web Assembly was recently decided to be a finished MVP including

Web Assembly is written in an s-expression syntax (wast) and then needs to be translated down to binary encoded wasm. Below is a gist of wast that imports the function taking a memory location offset and a length, as well as importing a block of memory from the controlling runtime. In order to run the wast we’ll need to turn into binary encoded wasm.

More information available at: repo hosts all of the software and hardware that makes Labrador possible. To download binary (executable) versions of the software, go to:

software is re-built automatically each time I make a change to the source code. If you’re on Linux (including Raspberry Pi), then you can also build the software from source by cloning the repo, cd’ing to the Desktop_Interface directory then running:

Then, to launch, just type into the terminal.

Dan Lynch, President of the Interop Internet networking show, told John Romkey at the 1989 show that he would give him star billing the following year if he connected a toaster to the Internet. Working together with his friend Simon Hackett, John Romkey rose to the occasion and connected a Sunbeam Deluxe Automatic Radiant Control Toaster to the Internet, becoming the hit of the 1990 Interop. At the 1991 Interop a small robotic crane was added to the system, also controlled from the Internet, which picked up a slice of bread and dropped it into the toaster, automating the system from end-to-end.

By using ‘smart’ devices, we have invited a vast network of big tech companies, advertisers, data brokers, governments, and more into our homes and pockets. These companies have been extracting our personal data without permission and making fortunes with it. If you don’t want to share personal data with a company, you shouldn’t have to.

Image copyright
South Wales Police

Image caption

South Wales Police is one of three UK police forces to use automatic facial recognition technology

Microsoft has deleted a massive database of 10 million images which was being used to train facial recognition systems, the Financial Times reports. Last year Microsoft President Brad Smith asked the US Congress to take on the task of regulating the use of facial recognition systems because they had “broad societal ramifications and potential for abuse”. In the UK, police forces have been criticised for trialling home-grown facial recognition systems that have proved to be bad at recognising people.

While courts have determined that police need a warrant to search a cellphone, the question of whether police can force someone to share a passcode is far from settled, with no laws on the books and a confusing patchwork of differing judicial decisions. But Montanez’s lawyer, Patrick Leduc, argued that, unlike Stahl’s case, police had no reason to search the phone, because it had no connection to the offenses he was charged with. In August 2018, after Montanez had spent more than five weeks in jail for refusing to provide the passcode, an appellate court dismissed the contempt case on a technicality.

TensorFlow 2.0 focuses on simplicity and ease of use, featuring updates like:

The feature improvements, fixes noted here are post TF 2.0 Alpha release. We have also released a collection of tutorials and getting started guides, and an Effective Style Guide for TF 2.0

For more information on these community-driven changes, be sure to check out the RFCs we have on Github. If you experience any snags when using TF 2.0, please let us know at the TF 2.0 Testing User Group.

According to a new report by the Financial Times, Google is trying to make the case to the Trump administration that it needs to be able to provide technology to Huawei in the name of US national security. Because Huawei phones are already banned in the US, understanding how Google is making that case that a forked version of Android being sold elsewhere in the world is a serious threat to US national security might seem like a bit of a jump. Even if you discount Google’s reported argument about security, there’s no question that it and other US companies stand to lose a significant amount of money if they can no longer do business with a company as large as Huawei.