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While AI can provide real-time analysis of enormous amounts of data, an AI system coupled with blockchain technology can provide a transparent data governance model for quicker validation amongst various stakeholders through smart contracts and DAOs.

Blockchain benefits can address AI’s shortcomings

Applying the benefits of blockchain technology can help address various shortcomings of AI and help in increasing people’s trust in AI-based applications. With Blockchain, AI applications acquire the qualities of decentralization, distributed data governance, data immutability, transparency, security, and real-time accountability. Many AI-enabled intelligent systems are criticized for their lack of security and trust levels. Blockchain technology can essentially help in addressing the security and trust deficit issues to a significant extent. Enormous challenges remain for both blockchain technology and Artificial Intelligence. Still, when combined, they display tremendous potential and will complement each other to restore the trust factor and improve efficiency at large.

Tesla has launched Free Holiday Supercharging during off-peak hours for the Holiday Season. From December 23 to December 26, Tesla will offer free Supercharging in various locations across the U.S. when charging before 10 AM or after 7 PM.

Tesla will offer the free off-peak Supercharging in eleven states across the U.S.: California, Nevada, Utah, Arizona, New Mexico, Colorado, Texas, Oklahoma, Florida, and Pennsylvania. All four of Tesla’s vehicles will be eligible for the free Supercharging promotion. 75 Supercharging stations will be online for free Supercharging during the off-peak times.

“Avoid the rush this holiday season and charge for free during off-peak hours at Superchargers along select travel routes in the United States,” Tesla wrote on their website. Charging during off-peak hours is usually a less expensive experience, to begin with, because it puts less stress on the grid. However, the Holidays are a high travel time. Despite Tesla’s expansive Supercharger network with over 25,000 locations globally, things will still get pretty congested, especially as AAA estimates that 109.5 million travelers will hit the road to celebrate the Holidays with family this year.

Theoretical “lumps” called Q balls formed in the moments after the Big Bang.


One of the biggest cosmological mysteries is why the universe is made up of way more matter than antimatter, essentially why we exist. Now, a team of theoretical physicists says they know how to find the answer. All they need to do is detect the gravitational waves produced by bizarre quantum objects called Q balls.

Every kind of ordinary matter particle has an antimatter partner with opposing characteristics — and when matter interacts with antimatter, the two annihilate each other. That fact makes our existence a mystery, as cosmologists are pretty sure that at the dawn of the universe, equal amounts of matter and antimatter were produced; those matter and antimatter partners should have all annihilated each other, leaving the universe devoid of any matter at all. Yet matter exists, and researchers are slowly uncovering the reasons why.

With the spread of the omicron variant, not everyone can or is eager to travel for the winter break. But what if virtual touch could bring you assurance that you were not alone?

At the USC Viterbi School of Engineering, computer scientist and roboticist Heather Culbertson has been exploring various methods to simulate touch. As part of a new study, Culbertson a senior author on this study, along with researchers at Stanford, her alma mater, wanted to see if two companions (platonic or romantic), could communicate and express care and emotion remotely. People perceive a partner’s true intentions through in-person touch an estimated 57 percent of the time. When interacting with a device that simulated human touch, respondents were able to discern the touch’s intention 45 percent of the time. Thus, devices in this study appear to perform with approximately 79 percent accuracy of perceived human touch.

Our sense of touch is unique. In fact, people have a “touch language” says Culbertson, the WiSE Gabilan Assistant Professor and Assistant Professor of Computer Science and Aerospace and Mechanical Engineering at USC. Thus, she says, creating virtual touch that people can direct towards their loved ones is quite complex—not only do we have differences in our comfort with and levels of “touchiness” but we also may have a distinct way of communicating different emotions such sympathy, love or sadness. The challenge for the researchers was to create an algorithm that can be flexible enough to incorporate the many dimensions of touch.

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