A group of more than 30 democratic lawmakers led by Representatives Tom Malinowski (D-NJ) and Anna G. Eshoo (D-CA) are calling on Facebook, Twitter and YouTube to make substantive changes to their recommendation algorithms. In three separate letters addressed to the CEOs of those companies, the group makes a direct link to the January 6th US Capitol attack and the part those platforms played in radicalizing the individuals who took part in the uprising. "On Wednesday, January 6th the United States Capitol was attacked by a violent, insurrectionist mob radicalized in part in a digital echo chamber that your company designed, built and maintained," the letter addressed to Google and YouTube CEOs Sundar Pichai and Susan Wojcicki says. A letter from some Congress members to Google CEO Sundar Pichai and YouTube CEO Susan Wojcicki flexes research on how YouTube's algorithms have promoted conspiracy theories and political extremism. Citing the Capitol attacks, they request changes to its recommendations systems.

This week brought a return of some holiday sale prices, plus a few deals that are even better than those we saw late last year. Google's Pixel 4a 5G fell to a new record-low price, while the 8th-generation iPad remains on sale for $299. If you want to up your smart-home game, August's WiFi smart lock is more than $65 off and some Beats headphones are 50 percent off, too. Here are the best deals from this week that you can still get today. One of Google's newest smartphones, the Pixel 4a 5G is down to $459, or $40 off its normal price.

Q Acoustics builds mighty-fine loudspeakers, and for its first self-powered offering, the company could have modified any of its existing designs by bolting on an amplifier and calling it a day. What it has wrought instead is a complete high-end audio system that can accommodate nearly any source: analog or digital, wired or wireless, streaming or locally sourced; one that can be incorporated into any of the most common home-audio and smart-home ecosystems. The Q Active 200 system consists of a pair of self-amplified, wireless two-way bookshelf speakers and the Q Active Control Hub (the company will soon offer the same technology in a tower speaker system, the Q Active 400). The broad range of audio sources the Hub can handle range from a server on your network, to most of the popular streaming services, to a turntable equipped with a moving-magnet cartridge. It can then send that music both to its own speakers and to other audio systems on your network, using Apple AirPlay 2 or Google Chromecast.

Google is giving users a new way to take charge over their privacy when using its smart speakers and displays. The new security feature, known as Guest Mode, keeps your personal data confidential while still allowing others to get the most out of Google Assistant--and it's already available on your Google smart speaker. Guest Mode is a new privacy feature for Google smart speakers that, when enabled, doesn't store assistant activity and audio recordings, or provide personalized results. The new feature, announced on Jan. 13, is ready for use on Google speakers and displays like the Google Nest Mini and Nest Hub Max. To turn it on, say, "Hey Google, turn on Guest Mode."

Fox News Flash top headlines are here. Check out what's clicking on Foxnews.com. Dating is about to get political again. After briefly disabling the feature, Bumble is reportedly allowing users to once again filter matches based on their political stance. This option was temporarily disabled following the riot at the U.S. Capitol "to prevent misuse," Bumble previously said.

If you're listening to music right now, chances are you didn't choose what to put on--you outsourced it to an algorithm. Such is the popularity of recommendation systems that we've come to rely on them to serve us what we want without us even having to ask, with music streaming services such as Spotify, Pandora, and Deezer all using personalized systems to suggest playlists or tracks tailored to the user. This story originally appeared on WIRED UK. Generally, these systems are very good. The problem, for some, is that they're perhaps really too good.

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.