It could be argued artificial intelligence (AI) is already the indispensable tool of the 21st century. From helping doctors diagnose and treat patients to rapidly advancing new drug discoveries, it's our trusted partner in so many ways. Now it has found its way into the once exclusively-human domain of love and relationships. With AI-systems as matchmakers, in the coming decades it may become common to date a personalised avatar. This was explored in the 2014 movie "Her", in which a writer living in near-future Los Angeles develops affection for an AI system. The sci-fi film won an Academy Award for depicting what seemed like a highly unconventional love story.

Soltani said that the issues facing the dating apps are difficult ones, with a range of possible solutions. The apps could alert individual users that a person they have expressed interest in may have participated in the Capitol takeover, or they could allow individual users to identify themselves as participants by hitting a built-in button, similar to the "I Voted" tag some social media companies offer on election days. Blocking users outright based on analysis of images, especially before arrest or adjudication, struck him as "over-moderation" by the apps.

Fox News Flash top entertainment and celebrity headlines are here. Check out what's clicking today in entertainment. Drew Barrymore is among the legion of fans who have been wrapped up in Netflix's latest hit, "Bridgerton." The "50 First Dates" and "Ever After" star invited Phoebe Dynevor and Regé-Jean Page on to her talk show to discuss the period drama. During their appearance on Friday, Barrymore revealed that the show's steamier scenes inspired the 45-year-old to try her hand once again at dating apps.

The dating app Bumble has disabled its politics filter after it was supposedly used to reveal the identities of Capitol rioters, Mashable has reported. Bumble support posted on Twitter that it "temporarily removed our politics filter to prevent misuse," adding that it "prohibits any content that promotes terrorism or racial hatred." Bumble has promised in another tweet that it will "be reinstated in the future." It also stated that it has removed users confirmed as participants in the US Capitol attack. We've temporarily removed our politics filter to prevent misuse.

Amazon is opening up its AI tech to automakers and other third-companies with a new product called Alexa Custom Assistant. It will allow brands to build their own custom intelligent assistants that "co-exist" with Alexa, according to Amazon. That will allow them to create unique wake words, voices and capabilities "to each company's unique personality and customer needs," the company wrote in a press release. Alexa Custom Assistant will let customers use both Alexa and their own branded assistant to do something called "simultaneous multi-assistant cooperation. "This allows the brand's assistant to act as the product specialist, while Alexa is still available to help with everyday needs," Amazon wrote.

Personalized gamification explores knowledge about the users to tailor gamification designs to improve one-size-fits-all gamification. The tailoring process should simultaneously consider user and contextual characteristics (e.g., activity to be done and geographic location), which leads to several occasions to tailor. Consequently, tools for automating gamification personalization are needed. The problems that emerge are that which of those characteristics are relevant and how to do such tailoring are open questions, and that the required automating tools are lacking. We tackled these problems in two steps. First, we conducted an exploratory study, collecting participants' opinions on the game elements they consider the most useful for different learning activity types (LAT) via survey. Then, we modeled opinions through conditional decision trees to address the aforementioned tailoring process. Second, as a product from the first step, we implemented a recommender system that suggests personalized gamification designs (which game elements to use), addressing the problem of automating gamification personalization. Our findings i) present empirical evidence that LAT, geographic locations, and other user characteristics affect users' preferences, ii) enable defining gamification designs tailored to user and contextual features simultaneously, and iii) provide technological aid for those interested in designing personalized gamification. The main implications are that demographics, game-related characteristics, geographic location, and LAT to be done, as well as the interaction between different kinds of information (user and contextual characteristics), should be considered in defining gamification designs and that personalizing gamification designs can be improved with aid from our recommender system.

New York – There is no question that we are all more dependent on technology than ever. So what happens when that tech does not work? In the past, Emily Dreyfuss used an old-school strategy: She yelled. When Amazon's Alexa spat out wrong answers or misunderstood questions, Dreyfuss let the virtual assistant have it. "I used her as a scapegoat for my feelings," said Dreyfuss, a writer and editor for Harvard's Shorenstein Center.

Voice-driven services (VDS) are being used in a variety of applications ranging from smart home control to payments using digital assistants. The input to such services is often captured via an open voice channel, e.g., using a microphone, in an unsupervised setting. One of the key operational security requirements in such setting is the freshness of the input speech. We present AEOLUS, a security overlay that proactively embeds a dynamic acoustic nonce at the time of user interaction, and detects the presence of the embedded nonce in the recorded speech to ensure freshness. We demonstrate that acoustic nonce can (i) be reliably embedded and retrieved, and (ii) be non-disruptive (and even imperceptible) to a VDS user. Optimal parameters (acoustic nonce's operating frequency, amplitude, and bitrate) are determined for (i) and (ii) from a practical perspective. Experimental results show that AEOLUS yields 0.5% FRR at 0% FAR for speech re-use prevention upto a distance of 4 meters in three real-world environments with different background noise levels. We also conduct a user study with 120 participants, which shows that the acoustic nonce does not degrade overall user experience for 94.16% of speech samples, on average, in these environments. AEOLUS can therefore be used in practice to prevent speech re-use and ensure the freshness of speech input.

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The Google Home Mini, like the Amazon Echo Dot, really started the smart speaker revolution -- and while the Google Home Mini launched in 2016, it's still humming along with more smarts than ever before. Right now at StackSocial the Google Home Mini is just $19.99 -- nearly 60% off its original $49.95 price tag. The big appeal of the Home Mini is adding the Google Assistant to your room. You can ask for your favorite music, a trivia game show to entertain the children and even questions. The assistant knows how far Earth is from the sun and the weather in Cedar Rapids, Iowa, alike.