Researchers find the key to AI's learning power—an inbuilt, special kind of Occam's razor

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A study from Oxford University has uncovered why the deep neural networks (DNNs) that power modern artificial intelligence are so effective at learning from data.


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Tesla debuts an actual, mechanical prototype of its Optimus robot

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It seems like just yesterday that Elon Musk ushered a gig worker in a spandex suit onto the Tesla AI Day 2021 stage and told us it was an robot — or at least probably would be one eventually. In the intervening 13 months, the company has apparently been hard at work, replacing the squishy bits from what crowd saw on stage with proper electronics and mechanizations. At this year's AI Day on Friday, Tesla unveiled the next iteration of its Optimus robotics platform and, well, at least there isn't still a person on the inside? Tesla Tesla CEO Elon Musk debuted the "first" Optimus (again, skinny guy in a leotard, not an actual machine) in August of last year and, true to his nature, proceeded to set out a series of increasingly incredible claims about the platform's future capabilities — just like how the Cybertruck will have unbreakable windows. As Musk explained at the time, the Optimus will operate an AI similar to the company's Autopilot system (the one that ...
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This SAD lamp makes the winter almost bearable

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Gather ‘round and let me tell you a story about the dark sky that makes mid-afternoon feel like midnight, and the light source that makes it at all bearable. Once a year, winter appears with a quick chill of the ears and sudden craving for a vat of hot chocolate. It brings all things beautiful: holiday lights, white blankets of snow in the park and thoughtful gifts. But it also invites in the cold and heaping amounts of darkness. I came of age in upstate New York, where sunlight is gone by half past four in the afternoon the entirety of December and January. That’s to say this isn’t a new phenomenon for me, but that hasn’t made it any less painful. In fact, it has caused a feeling of dread that starts popping up come late September. But when I moved to Scotland, 4:30PM became nearly 3PM and the sun didn’t fully rise until well after I’d woken up. Even in London where I’m now based, it’s easily dark by 4PM on the shortest days. Like most people, the darkness leaves me exhausted while...
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The best Apple Watch in 2024

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Apple sells just three models of smartwatches — the Series 10, the Ultra 2 and the SE — and they fall pretty neatly into the categories of flagship, premium and budget, respectively. But if you’re wondering whether the adventure-ready features of the Apple Watch Ultra 2 are worth the price bump, or if the just-the-basics tools of the Apple Watch SE will be enough, Engadget is here to help. We’ve been testing and reviewing Apple wearables since the beginning and we have lots to say about them. Ultimately we think the Apple Watch Series 10 is the best Apple Watch for most people — in fact, it’s our pick for the best smartwatch you can buy from any brand — but read on to dive deeper into the chips, sensors, displays and fitness tracking features each Apple Watch model offers. What to look for in an Apple Watch Chips and sensors The new Apple Watch Series 10 has an S10 SiP (system in a package) chip with a four-core Neural Engine. The Ultra 2 was updated last September with ...
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Maximizing Reach and Quality in Market Research Participation

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As market research continues to evolve, companies are looking for ways to maximize reach and ensure quality in their participation. This is especially true in the age of digital surveys and data collection. Luckily, some steps can be taken to make sure that market research participation remains as effective and efficient as possible.   VitalyTennant.com invites you to keep reading for tips on how to maximize reach and ensure quality in market research participation. click on NFT or here to collect Employ Multiple Sourcing Methods Using a variety of recruitment channels is a great way to increase the reach of your market research efforts. Tap into social media sites to spread the word about your survey or focus group study. Additionally, consider using traditional media outlets such as radio or television spots. As Calma explains, the more channels you use, the broader your potential audience will be . Invest in CDP to Qualify Prospects Having access to qualified part...
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The Internet of Things and your business are joined by a much-needed change in how things are done. The IoT is already shaping the future and has been for some time. And the model itself is set up in such a way that many other future solutions depend on correct IoT modeling. You probably already use IoT solutions and may not even know it. Here are some examples. Complete Control Solutions The most useful feature of the IoT is the ability to connect multiple devices for integrated use. This has caused something of a shift in personal life and business, where you may need immediate control and real-time updates. For instance, building automation and control systems that were once science fiction are a reality today. And in business, the possibilities are endless, such as apartment and office climate control, real-time data, and appliance maintenance. Working with Artificial Intelligence The IoT also naturally integrates into modern artificial intelligence (AI) systems, many of whic...
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Samsung to Reveal AR Glasses Prototype – Reports

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Samsung is reportedly planning to unveil some new augmented reality smart glasses in early 2025. That is according to the Korean news publication Yonhap News Agency, which believes the AR glasses will be showcased alongside its Samsung Galaxy S25 launch event Galaxy Unpacked. The South Korean electronics manufacturer, Samsung, has not yet confirmed the plans […] http://dlvr.it/TGZyg5
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