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alternative_right shares a report from Phys.org: Researchers at Princeton University, Boston University and other institutes used machine learning to predict the strategic decisions of humans in various games. Their paper, published in Nature Human Behavior, shows that a deep neural network trained on human decisions could predict the strategic choices of players with high levels of accuracy. [...] Essentially, the team suggests that people behave more rationally while playing games that they perceive as easier. In contrast, when they are playing more complex games, people's choices could be influenced by various other factors, thus the "noise" affecting their behavior would increase. As part of their future studies, the researchers would also like to shed more light on what makes a game "complex" or "easy." This could be achieved using the context-dependent noise parameter that they integrated into their model as a signature of "perceived difficulty." "Our analysis provides a robust model comparison across a wide range of candidate models of decision-making," said [Jian-Qiao Zhu, first author of the paper]. "We now have strong evidence that introducing context-dependence into the quantal response model significantly improves its ability to capture human strategic behavior. More specifically, we identified key factors in the game matrix that shape game complexity: considerations of efficiency, the arithmetic difficulty of computing payoff differences, and the depth of reasoning required to arrive at a rational solution." The findings gathered as part of this recent study also highlight the "lightness" with which many people approach strategic decisions, which could make them vulnerable to parties looking to sway them towards making irrational decisions. Once they gather more insight into what factors make games and decision-making scenarios more challenging for people, Zhu and his colleagues hope to start devising new behavioral science interventions aimed at prompting people to make more rational decisions.

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Senators Tim Sheehy and Elizabeth Warren have introduced the bipartisan "Warrior Right to Repair Act," which would guarantee the military's right to repair its own equipment. The bill builds on a previous Army directive and has broad public support, with nearly 75% of Americans in favor, according to a PIRG poll. Engadget reports: The Department of Defense has not been immune from restrictive practices set forth by manufacturers, and much like the average consumer, has been hamstrung in its ability to repair its own equipment by clauses in its purchase agreements. According to the Public Interest Research Group (PIRG), the current system leads to excessive repair and sustainment costs, and can even impede military readiness. "When our neighbors, friends and family serve in our military, we expect them to get what they need to do their jobs as safely as possible," PIRG Federal Legislative Director Isaac Bowers wrote regarding the newly introduced bill. "Somehow, that hasn't included the materials and information they need to repair equipment they rely on. It's time we fixed that."

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An anonymous reader quotes a report from TechCrunch: Google announced on Tuesday that it's launching a new Gmail feature that is designed to help users easily manage their subscriptions and declutter their inboxes. The new "Manage subscriptions" tool is rolling out on the web, Android, and iOS in select countries. With the new feature, users can view and manage their subscription emails in one place and quickly unsubscribe from the ones they no longer want to receive. Users can view their active subscriptions, organized by the most frequent senders, alongside the number of emails they've sent in the past few weeks. Clicking on a sender provides a direct view of all emails from them. If a user decides to unsubscribe, Gmail will send an unsubscribe request to the sender on their behalf. "It can be easy to feel overwhelmed by the sheer volume of subscription emails clogging your inbox: Daily deal alerts that are basically spam, weekly newsletters from blogs you no longer read, promotional emails from retailers you haven't shopped in years can quickly pile up," Chris Doan, Gmail's Director of Product, wrote in a blog post. Users can access the new feature by clicking the navigation bar in the top-left corner of their Gmail inbox and then selecting "Manage subscriptions." [...] Google says the new feature will begin rolling out on the web starting Tuesday, with Android and iOS users starting to receive it on July 14 and July 21, respectively. It may take up to 15 days from the start of the rollout for the feature to reach every user, the company says. The Manage subscriptions feature is available to all Google Workspace customers, Workspace Individual Subscribers, and users with personal Google accounts.

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Meta has acquired a $3.5 billion stake in Ray-Ban maker EssilorLuxottica, "a deal that increases the U.S. tech giant's financial commitment to the fast-growing smart glasses industry," reports Bloomberg. From the report: Meta's investment in the eyewear giant deepens the relationship between the two companies, which have partnered over the past several years to develop AI-powered smart glasses. Meta currently sells a pair of Ray-Ban glasses, first debuted in 2021, with built-in cameras and an AI assistant. Last month, it launched separate Oakley-branded glasses with EssilorLuxottica. EssilorLuxottica Chief Executive Officer Francesco Milleri said last year that Meta was interested in taking a stake the company, but that plan hadn't materialized until now. The deal aligns with Meta CEO Mark Zuckerberg's commitment to AI, which has become a top priority and major expense for the company. Smart glasses are a key part of that plan. While Meta has historically had to deliver its apps and services via smartphones created by competitors, glasses offer Meta a chance to build its own hardware and control its own distribution, Zuckerberg has said. The arrangement gives Meta the advantage of having more detailed manufacturing knowledge and global distribution networks, fundamental to turning its smart glasses into mass-market products. For EssilorLuxottica, the deal provides a deeper presence in the tech world, which would be helpful if Meta's futuristic bets pay off. Meta is also betting on the idea that people will one day work and play while wearing headsets or glasses.

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BrianFagioli shares a report from NERDS.xyz: Apple is making a high-level leadership change that could significantly shape its future behind the scenes. The company has announced that longtime executive Jeff Williams will step down from his role as Chief Operating Officer later this month. His successor will be Sabih Khan, Apple's Senior Vice President of Operations and a key player in the company's global supply chain strategy. Williams isn't leaving Apple entirely just yet. He'll continue working closely with CEO Tim Cook for the rest of the year, overseeing Apple Watch and health initiatives, as well as leading the company's industrial design team until his retirement. After that, Apple's design team will report directly to Cook. Khan's promotion is part of what Apple describes as a long-planned transition. Cook praised Khan as a "brilliant strategist" who helped Apple reduce its carbon footprint by over 60 percent, expand domestic manufacturing, and remain agile during global supply chain challenges. Khan has been with Apple for 30 years and took on a more prominent executive role in 2019. He has quietly helped the company build one of the most influential supply chains in the world.

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Intel is laying off over 500 employees in Oregon as part of a broader restructuring plan expected to impact about 20% of its workforce. Bloomberg reports: The Oregon job reduction will hit facilities in Aloha and Hillsboro starting on July 15, Intel said in a regulatory filing. The layoffs are expected to eliminate about 529 employees on a permanent basis. The latest disclosure follows an announcement in California, where 107 employees were let go at Intel's Santa Clara headquarters. Under new Chief Executive Officer Lip-Bu Tan, Intel embarked on a plan in April to slash jobs and reduce operating expenses. The company hasn't given a total figure for the cuts, but a person familiar with the matter has put the amount at more than a fifth of staff. In a statement, Intel said it was making the Oregon cuts to become "a leaner, faster and more efficient company." "Removing organizational complexity and empowering our engineers will enable us to better serve the needs of our customers and strengthen our execution," the company said. "We are making these decisions based on careful consideration of what's needed to position our business for the future, and we will treat people with care and respect as we complete this important work."

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