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Google reportedly looking to take back control of Android from Samsung

PCWorld

Samsung's phones may be the among the most popular Android handsets, but they're also the furthest from Google's vision, with their own app store, UI, and digital assistant. But with the launch of the Galaxy Note 20 just a week away, a new report from Bloomberg suggests that Google is looking to rein in some of Samsung's freedom. According to correspondence between the two companies, Google is looking to take back search on Samsung's handsets, the foundation for everything Android does. The two companies are discussing a deal that would "promote Google's digital assistant and Play Store for apps" on Galaxy devices. That would be a major change over the current system.


The Hello World of Machine Learning in Python

#artificialintelligence

Machine learning is simply a computer learning from data instead of following a recipe. It's meant to mimic how people (and perhaps other animals) learn while still being grounded in mathematics. This post is meant to get you started with a basic machine learning model. Now, we're not re-creating Alexa, Siri, Cortana, or Google Assistant but we are going to create a brand new machine learning program from scratch. This course is meant to be easy assuming you know a bit of Python Programming.


OKCupid security flaws could have given hackers access to user accounts

Engadget

The data contained in dating apps is both very personal and valuable to hackers, who can use it to make highly convincing cyberattacks. So it's always disturbing to learn about dating app security flaws. In a report released today, security research firm CheckPoint Research announced that it found several security vulnerabilities in OKCupid's website and mobile apps. The flaws could have allowed hackers to access users' full profile details, private messages, personal addresses and more. Hackers could even send messages from their victims' profiles.


Voice tech: The past, present, and future

#artificialintelligence

Executives from NVIDIA, Deepgram, and Sharpen gathered via Zoom on Wednesday to discuss the current state of the voice tech industry, as well as where it's going. Growth in artificial intelligence (AI) technology and machine learning have had a huge hand in lifting the market, but it's only the beginning. Voice tech has seen rapid growth in recent years and isn't predicted to stop: The market is estimated to be worth nearly $32 billion by 2025, a Grand View Research report found. With smart speakers and home assistants like Amazon Alexa, Apple's Siri, and Google Assistant making voice tech mainstream, most consumers are familiar with the concept. However, the technology is more complex than people may think and it has come a long way.


TCL's 8-series Roku TVs are half price at Best Buy

Engadget

A couple of the newest TCL Roku TVs are back on sale again at Best Buy. The last time we saw a sale on the 8-series sets was around the July 4th holiday, but you can get an even better deal on one of those TVs now. The 65-inch TCL 8-series Roku TV is $1,000 right now, which is 50 percent off its normal price, but the massive 75-inch TCL 8-series Roku TV dropped to $1,500. That's 50 percent off and $300 cheaper than it was during the previous sale. These TCL TVs came out at the end of 2019 and they made a splash for their use of quantum-dot LED and mini LED technology.


Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems

arXiv.org Machine Learning

Deep Neural Networks (DNNs) with sparse input features have been widely used in recommender systems in industry. These models have large memory requirements and need a huge amount of training data. The large model size usually entails a cost, in the range of millions of dollars, for storage and communication with the inference services. In this paper, we propose a hybrid hashing method to combine frequency hashing and double hashing techniques for model size reduction, without compromising performance. We evaluate the proposed models on two product surfaces. In both cases, experiment results demonstrated that we can reduce the model size by around 90 % while keeping the performance on par with the original baselines.



Amazon's redesigned Alexa app puts your most-used features up front

Engadget

Amazon's Alexa app is finally getting a much-needed revamp. Starting today, the Alexa app will have a whole new home screen with updated navigation that highlights Alexa-centric skills and a more personalized experience. Third-party skills have also been moved off the main screen in favor of more first-party features. The main screen will now have personalized suggestions based on your Alexa usage. So if you use Alexa to play music a lot or control your smart home, you'll see those commands prominently featured on the screen.


Get The Best From Your E-Commerce Platform With Recommendations AI

#artificialintelligence

With the continuing shift to digital, especially in the retail industry, ensuring a highly personalized shopping experience for online customers is crucial for establishing customer loyalty. In particular, product recommendations are an effective way to personalize the customer experience as they help customers discover products that match their tastes and preferences. Google has spent years delivering high-quality recommendations across our flagship products like YouTube and Google Search. Recommendations AI draws on that rich experience to give organizations a way to deliver highly personalized product recommendations to their customers at scale. Today, we are pleased to announce that Recommendations AI is now publicly available to all customers in beta.


British company develops artificial voice that can speak with 'deep human emotion' - and even cry

Daily Mail - Science & tech

A British company has developed an artificial voice that can speak with'deep human emotion' -- and even cry -- with complete realism. The digital helpers that we are used to -- like Alexa and Google Assistant -- tend to speak in close-to monotones, without real inflection to convey emotion. While this may suffice for voice assistants, such flat computer-generated voices are unsuitable for applications like producing dialogue for video games or film. However, technology developed by the ten-person team at the London-based firm Sonantic allows the creation of authentic-sounding lines of speech in minutes. A British company has developed an artificial voice that can speak with'deep human emotion' -- and even cry -- with complete realism (stock image) 'We create hyper-realistic artificial voices.