EASE Logistics and Einride are deploying cab-less electric autonomous trucks on public roads in Marysville, Ohio this summer to move freight between warehouse locations.

Federated Learning is a leading framework for training ML and AI models collaboratively across numerous user devices or databases. We study the trade-offs among estimation accuracy, privacy constraints, and communication cost for differentially private (DP) federated M estimation. The two standard methods in the literature are FedAvg, which may suffer from high federation bias, and FedSGD, which can incur high communication cost. Aimed at improving accuracy at a reduced communication cost, we propose FedHybrid, which uses FedSGD starting with an improved initialization by the FedAvg estimator. We propose FedNewton, which averages local Newton iterations to reduce bias in FedAvg, achieving an estimation accuracy comparable to FedSGD with much fewer communication rounds when the number of clients grows sufficiently slowly. We establish finite sample upper bounds on the mean-squared error rates of the DP versions of these estimators as functions of the number of clients, local sample sizes, privacy budget, and number of iterations. We further derive a minimax lower bound on the MSE of any iterative private federated procedure that provides a benchmark to assess the optimality gap of these methods. We numerically evaluate our methods for training a logistic regression and a neural network on the computer vision datasets MNIST and CIFAR-10.

Biohacker Bryan Johnson recently bragged about his girlfriend's "top 1%" vagina as the at-home vaginal microbiome test industry is thriving. Farrah was fed up with her vagina . For the past two years, the 29-year-old dancer from Ohio had been dealing with severe pelvic pain and vaginal odor. "It was like 8/10, horrible core pain," she says. When she visited doctors, she told them what she thought the culprit was: an allergic reaction to soy oil in a vat of water she'd swam in during a pirate-themed dinner theater performance. But they didn't believe her.

Researchers show scammers are using AI-manipulated footage of celebrity interviews to trick users into sharing their personal data. Last week, Taylor Swift filed a trio of trademark applications to protect her image and voice. One is meant to cover a well-known photograph of the pop singer holding a pink guitar during a concert on her record-breaking Eras tour, while the two sound trademarks are for simple identifying phrases: "Hey, it's Taylor Swift" and "Hey, it's Taylor." The move comes as AI deepfakes continue to proliferate across social media. Any individual stands to have their likeness exploited in the creation of nonconsensual AI-generated material; earlier this month, an Ohio man was the first person convicted under a new federal law criminalizing "intimate" visual deceptions of this sort.

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AI newsletter covers Dairy Queen's automated drive-thru backlash, Meta's 8,000 employee layoffs amid its AI push, and voter concerns about privacy and paychecks.

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New Russini-Vrabel photos raise ESPN conflict questions but the network won't answer them ESPN's Mad Dog Russo melts down over'U-S-A' chants at the RBC Heritage A piece of the UFC White House event's setup is sitting in Pennsylvania Amish country Viral Ottawa Senators fan blamed for team's 0-2 playoff start banished to Taiwan'First Take' host acts disgusted when she has to cover Vrabel-Russini drama Edward Cabrera's strikeout prop is the play as struggling Phillies face surging Cubs today Nuggets vs Timberwolves Game 3 pick hinges on Jaden McDaniels calling out Denver's entire defense Charles Barkley was disgusted by Magic's highly questionable pregame handshake ChatGPT predicted the first round of the NFL Draft and here's what it said California governor's race intensifies as six candidates face off Trump: US Navy to'shoot and kill' any boat placing mines in Hormuz Virginia court blocks Democrats' redistricting effort, Florida next Trump weighs in on Iran's internal power struggle and Strait of Hormuz control Hasan Piker justifies'social murder' of CEO Fox News celebrates'Bring Your Kids to Work Day' OutKick's own Armando Salguero gives his analysis on the latest surrounding the 2026 NFL Draft. I pride myself on getting it in good in sports betting, which is poker slang for making a plus-expected value bet before all the cards are dealt. Well, it's getting harder and harder to do that in the 2026 Whether it be the NFL executives telling teams to keep their draft boards more private because we can now legally gamble on this stuff, or the sportsbooks are just putting up sharper numbers. Either way, it's tough for schnooks like me to profit off the NFL draft nowadays. TRAVIS HUNTER'S WIFE LEANNA LENEE HAS A WARNING FOR WAGS HEADING INTO THE 2026 NFL DRAFT Nevertheless, I'm targeting a few angles that blend team need, market value, and draft buzz.

A piece of the UFC White House event's setup is sitting in Pennsylvania Amish country Viral Ottawa Senators fan blamed for team's 0-2 playoff start banished to Taiwan Edward Cabrera's strikeout prop is the play as struggling Phillies face surging Cubs today Nuggets vs Timberwolves Game 3 pick hinges on Jaden McDaniels calling out Denver's entire defense Charles Barkley was disgusted by Magic's highly questionable pregame handshake ChatGPT predicted the first round of the NFL Draft and here's what it said Curt Cignetti was so focused this offseason, he turned down all external requests: 'I'm 95% football' Former MLB owner claims'despicable' San Francisco Giants are the reason the A's left Oakland Longtime NASCAR crew chief tells wild story about one of the sport's biggest characters Trump: US Navy to'shoot and kill' any boat placing mines in Hormuz Virginia court blocks Democrats' redistricting effort, Florida next Trump weighs in on Iran's internal power struggle and Strait of Hormuz control Hasan Piker justifies'social murder' of CEO Fox News celebrates'Bring Your Kids to Work Day' Trump says there's'no time frame' to secure Iran deal Cleveland is favored by just 3.5 points despite winning Games 1 and 2 by double digits Tip-off at the Scotiabank Arena is 8 p.m. ET and will air on Amazon Prime. Toronto this game to avoid a historically insurmountable 3-0 deficit. Cleveland won and covered the first two games of the series: 126-113 in Game 1 and 115-105 in Game 2. SHAQ HAS BLUNT EXPLANATION FOR WHY HE DOESN'T TEXT CURRENT NBA PLAYER Mitchell is averaging 31.0 points per game (PPG) on 55.8% shooting, and Harden is adding 25.0 PPG on 53.1% shooting. But their regular-season leading scorer, Brandon Ingram, has been awful, putting up just 12.0 PPG on 33.3% so far this series. Given that Cleveland smacked Toronto in Games 1-2, doesn't Cavaliers -3.5 feel like a?