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Several times following New England’s to the Buffalo Bills, Patriots coach Jerod Mayo said he wanted to review the game film before making a final assessment of his team’s performance. He did, and on Monday he said the overarching feeling he was left with was one of pride. Going toe-to-toe with one of the best teams in the NFL is commendable. Mayo also remains confident this group has even more room for growth over its final two games this season. “To be frank, I don’t believe in good losses,” Mayo said. “I think there’s a lot to learn from the game. Look, we’re headed in the right direction, but it’s all about consistency, and we have to do that on a down-after-down, a game-after-game basis to be successful in this league.” What is also clear is that despite their 3-12 record, Patriots rookie quarterback Drake Maye wants people to know that he and his teammates believe in their coach. No matter what conversations might be going on outside the Patriots locker room regarding shortcomings by the coaching staff, or Mayo’s job status. “We’ve got his back, and he’s coached us hard. He wants to win. We all want to win. We’re all frustrated,” Maye said. “We’re just plays away, and it’s basically me turning the ball over. I think it’s just a testament to these guys that keep fighting. We keep fighting. Shoot, we’re not going to make the playoffs; we’re out of the race, and these guys are coming in, frustrated when we don’t score. ... So, I think we’re building something good, building something that feels right here, and I’m proud to be a Patriot.” The Patriots entered the week scoring only 7.5 points per game in the first half this season, which ranked 29th in the NFL. The offense woke up with 14 points in the first half on Sunday, notching multiple offensive touchdowns in the first half for the first time in 2024. Stopping the run has been an issue for New England’s defense for most of the season and it was on display against the Bills. With Buffalo trailing 14-0 in the second quarter, running back James Cook sliced through the interior of the Patriots defense and broke free for a 46-yard TD run. It was a big chunk of Buffalo’s 172 yards on the ground for the game. CB Jonathan Jones. He was tasked with being the primary defender on Buffalo’s top receiver Khalil Shakir for most of the game. The veteran held his own, helping limit the Bills’ leader in catches and receiving yards to only two catches for 22 yards on six targets. Jones also forced a fumble by Shakir in the fourth quarter, though Shakir was able to recover it. Marte Mapu. The linebacker started at safety with Jabrill Peppers sidelined with a hamstring injury. Mapu was strong for most of the game and had a chance to set up the Patriots offense in the second quarter when he snagged his second career interception, picking off Josh Allen’s pass in the end zone. But Mapu decided to run the ball out of the end zone and was tackled on the New England 1-yard line. The poor starting field position eventually led to a punt and the Patriots couldn’t add to their 14-7 lead. The Patriots didn’t announce any injuries during the game. But along with Peppers, cornerback Marcus Jones also sat out with a hip injury. 2-6 — The Patriots’ record in one-score games this season. Four of those have been by three or fewer points. The Patriots host the Los Angeles Chargers on Saturday. AP NFL:Alicia Graf Mack, Renowned Dancer, Educator, and Institutional Leader, Appointed Artistic Director of AileyLouisville will aim to end a three-game losing streak when it hosts UTEP on Wednesday, but beating the Miners may not be an easy feat. UTEP (6-2) comes to the Derby City winners of three straight, most recently beating Seattle 88-72 on Saturday. The Miners shot 56.1 percent (32 of 57) and used a 24-2 first-half run to essentially put the game away. Coach Joe Golding said that first-half performance may have been UTEP's best in his four years leading the school. "I thought offensively and defensively the first 20 minutes we were really locked in and ready to go. (The game) never got close," he said. "We kept it at 20-plus points for the majority of the game. Our ball movement was terrific." Ahamad Bynum led the Miners with 19 points on 7-of-9 shooting off the bench, while Otis Frazier III added 18 points and five assists. Frazier (13.6 points per game) and Bynum (12.1 ppg) are among four UTEP players averaging in double figures. Bynum leads the country shooting 63.3 percent from beyond the 3-point arc, though he has attempted just 30 threes, making 19. Louisville (5-4) also started hot in its last game but could not sustain its momentum in a 76-65 home loss to then-No. 9 Duke on Sunday. Coach Pat Kelsey's team, which had just seven players healthy, made 10 of its first 14 shots to build a 30-16 lead before the Cardinals' lack of depth caught up to them. Louisville shot just 9-of-37 (24.3 percent) after its hot start and was outscored 43-28 after halftime. Terrence Edwards Jr. paced the Cardinals with 21 points in his first game as a reserve this season. Edwards (11.9 ppg) is one of four Louisville scorers averaging double figures, led by Chucky Hepburn leads the team in scoring (14.3 ppg) and is second in the country with 3.2 steals per game. The Cardinals entered the season with expectations of rotating 10 or more players to utilize Kelsey's up-tempo attack. However, swingman Kasean Pryor (knee) and guard Koren Johnson (shoulder) will both miss the rest of the season, while forward Aboubacar Traore (arm) is out indefinitely. After Sunday's loss, Kelsey did not rule out adding players to the roster during the season. "Everything's on the table," he said. "I don't sleep, figuring out what buttons to push to get this team to be the best that they can be. We'll scour every inch of the Earth to figure out how we can improve our team. And whether that happens or not, I have no idea, but I'm willing to try anything." --Field Level Media

More than 100,000 state employees will get three extra days off this year after Florida Governor Ron DeSantis decided to give the workers additional time away from the job. The three days—December 23, 24 and 31—come in addition to the normally scheduled holidays on Christmas Day and New Year's Day. "Florida is in great shape, and we want to reward our state employees," DeSantis said in a statement. "After a full year—including three costly hurricanes—we hope these extra days off allow for state workers to spend more time with their families and loved ones during this holiday season." Alex Beene, a financial literacy instructor for the University of Tennessee at Martin, called the move by DeSantis a "welcome" change. "The gesture of adding additional paid holidays to the calendar is always a welcome one, and Governor DeSantis' decision to do so is certainly in line with past decisions by governors of other states," Beene told Newsweek. "For states that don't already recognize days like Christmas Eve and New Year's Eve as state holidays, expansion of holidays like this one typically happens when the state budget allows it," he said. HR consultant Bryan Driscoll, however, called DeSantis' move a "cheap political stunt" instead of a gesture of employee support. "He's trying to paper over years of anti-worker policies with a feel-good headline. It's the equivalent of tossing crumbs to workers while gutting unions and stripping away job protections," Driscoll told Newsweek. While state employees are likely to enjoy a few extra days off, the decision doesn't deal with some important issues, he said. "This move does nothing to address the real issues facing workers in Florida, like the lack of paid family leave or protections for low-wage workers," Driscoll said. "It reflects a government more interested in optics than substance, prioritizing political games over real, lasting change for the workforce." When DeSantis ran for the GOP nomination for president, he focused much of his campaign on how efficiently he ran the state's small employee base, even though Florida is the third most populous state. "Florida state government [has the] lowest number of state employees per capita in the country," DeSantis said at a CNN town hall in January. In 2022, Florida had 164,829 employees, including both full- and part-time workers. And while the national average was 198 state government workers per 10,000 residents, Florida had just 82 state employees per 10,000 residents. Florida's financial picture looks good this year, Beene said, and many state employees might have worked longer hours than expected because of Hurricanes Milton, Helene and Debby, which all made landfall in the Sunshine State. "State revenues are strong, some employees worked longer hours than expected due to multiple natural disasters, and Christmas and New Year's falling in the middle of the week make it difficult for employees wanting to spend additional time with their families capable of doing so," he said.By ALANNA DURKIN RICHER WASHINGTON (AP) — One year after the Jan. 6, 2021 , U.S. Capitol attack, Attorney General Merrick Garland said the Justice Department was committed to holding accountable all perpetrators “at any level” for “the assault on our democracy.” That bold declaration won’t apply to at least one person: Donald Trump. Special counsel Jack Smith’s move on Monday to abandon the federal election interference case against Trump means jurors will likely never decide whether the president-elect is criminally responsible for his attempts to cling to power after losing the 2020 campaign. The decision to walk away from the election charges and the separate classified documents case against Trump marks an abrupt end of the Justice Department’s unprecedented legal effort that once threatened his liberty but appears only to have galvanized his supporters. The abandonment of the cases accusing Trump of endangering American democracy and national security does away with the most serious legal threats he was facing as he returns to the White House. It was the culmination of a monthslong defense effort to delay the proceedings at every step and use the criminal allegations to Trump’s political advantage, putting the final word in the hands of voters instead of jurors. “We always knew that the rich and powerful had an advantage, but I don’t think we would have ever believed that somebody could walk away from everything,” said Stephen Saltzburg, a George Washington University law professor and former Justice Department official. “If there ever was a Teflon defendant, that’s Donald Trump.” While prosecutors left the door open to the possibility that federal charges could be re-filed against Trump after he leaves office, that seems unlikely. Meanwhile, Trump’s presidential victory has thrown into question the future of the two state criminal cases against him in New York and Georgia. Trump was supposed to be sentenced on Tuesday after his conviction on 34 felony counts in his New York hush money case , but it’s possible the sentencing could be delayed until after Trump leaves office, and the defense is pushing to dismiss the case altogether. Smith’s team stressed that their decision to abandon the federal cases was not a reflection of the merit of the charges, but an acknowledgement that they could not move forward under longstanding Justice Department policy that says sitting presidents cannot face criminal prosecution. Trump’s presidential victory set “at odds two fundamental and compelling national interests: On the one hand, the Constitution’s requirement that the President must not be unduly encumbered in fulfilling his weighty responsibilities . . . and on the other hand, the Nation’s commitment to the rule of law,” prosecutors wrote in court papers. The move just weeks after Trump’s victory over Vice President Kamala Harris underscores the immense personal stake Trump had in the campaign in which he turned his legal woes into a political rallying cry. Trump accused prosecutors of bringing the charges in a bid to keep him out of the White House, and he promised revenge on his perceived enemies if he won a second term. “If Donald J. Trump had lost an election, he may very well have spent the rest of his life in prison,” Vice President-elect JD Vance, wrote in a social media post on Monday. “These prosecutions were always political. Now it’s time to ensure what happened to President Trump never happens in this country again.” After the Jan. 6 attack by Trump supporters that left more than 100 police officers injured, Republican leader Mitch McConnell and several other Republicans who voted to acquit Trump during his Senate impeachment trial said it was up to the justice system to hold Trump accountable. The Jan. 6 case brought last year in Washington alleged an increasingly desperate criminal conspiracy to subvert the will of voters after Trump’s 2020 loss, accusing Trump of using the angry mob of supporters that attacked the Capitol as “a tool” in his campaign to pressure then-Vice President Mike Pence and obstruct the certification of Democrat Joe Biden’s victory. Hundreds of Jan. 6 rioters — many of whom have said they felt called to Washington by Trump — have pleaded guilty or been convicted by juries of federal charges at the same courthouse where Trump was supposed to stand trial last year. As the trial date neared, officials at the courthouse that sits within view of the Capitol were busy making plans for the crush of reporters expected to cover the historic case. But Trump’s argument that he enjoyed absolute immunity from prosecution quickly tied up the case in appeals all the way up to the Supreme Court. The high court ruled in July that former presidents have broad immunity from prosecution , and sent the case back to the trial court to decide which allegations could move forward. But the case was dismissed before the trial court could get a chance to do so. Related Articles National Politics | After delay, Trump signs agreement with Biden White House to begin formal transition handoff National Politics | Rudy Giuliani in a courtroom outburst accuses judge in assets case of being unfair, drawing a rebuke National Politics | With Trump as president, can TikTok in the US survive? National Politics | Surveillance tech advances by Biden could aid in Trump’s promised crackdown on immigration National Politics | Expecting challenges, blue states vow to create ‘firewall’ of abortion protections The other indictment brought in Florida accused Trump of improperly storing at his Mar-a-Lago estate sensitive documents on nuclear capabilities, enlisting aides and lawyers to help him hide records demanded by investigators and cavalierly showing off a Pentagon “plan of attack” and classified map. But U.S. District Judge Aileen Cannon dismissed the case in July on grounds that Smith was illegally appointed . Smith appealed to the Atlanta-based 11th U.S. Circuit Court of Appeals, but abandoned that appeal on Monday. Smith’s team said it would continue its fight in the appeals court to revive charges against Trump’s two co-defendants because “no principle of temporary immunity applies to them.” In New York, jurors spent weeks last spring hearing evidence in a state case alleging a Trump scheme to illegally influence the 2016 election through a hush money payment to a porn actor who said the two had sex. New York prosecutors recently expressed openness to delaying sentencing until after Trump’s second term, while Trump’s lawyers are fighting to have the conviction dismissed altogether. In Georgia, a trial while Trump is in office seems unlikely in a state case charging him and more than a dozen others with conspiring to overturn his 2020 election loss in the state. The case has been on hold since an appeals court agreed to review whether to remove Fulton County District Attorney Fani Willis over her romantic relationship with the special prosecutor she had hired to lead the case. Associated Press reporter Lisa Mascaro in Washington contributed.HSFTOOLS Expands the Thermal Imaging Market with a Focus on Practical Applications

NEW YORK (AP) — Major League Baseball switched a pair of series involving the Tampa Bay Rays to the first two months of the season in an attempt to avoid summer rain at open-air Steinbrenner Field, their temporary home following damage to Tropicana Field. Tampa Bay is scheduled to play 19 of its first 22 games at home and 37 of 54 through May 28, then play 64 of its last 108 games on the road. The Rays are home for eight games each in July and August. A series scheduled at the Los Angeles Angels from April 7-9 will instead be played at Tampa, Florida, from April 8-10, MLB said Monday. The second series between the teams will be played at Anaheim, California, from Aug. 4-6 instead of at St. Petersburg, Florida, from Aug. 5-7. Minnesota's first series against the Rays will be played at Steinbrenner Field from May 26-28 and the Twins' second will be at Target Field in Minneapolis from July 4-6. Tampa Bay heads into the All-Star break with a 10-game trip to Minnesota, Detroit and Boston, and has a 12-game trip to the Angels, Seattle, Oakland and San Francisco from Aug. 4-17. Tropicana Field, the Rays’ home since the team started play in 1998, was heavily damaged by Hurricane Milton on Oct. 9 , with most of its fabric roof shredded. The Rays cannot return to the Trop until 2026 at the earliest, if at all. Tampa's average monthly rainfall from 1991 to 2020 was 2.25 inches in April and 2.60 in May , according to the National Weather Service, then rose to 7.37 in June , 7.75 in July and 9.03 in August before falling to 6.09 in September . The Class A Tampa Tarpons, the usual team at Steinbrenner Field, had six home postponements, two cancellations and four suspended games this year from June 21 through their season finale on Sept. 8. The Rays are now scheduled to play their first six games at home against Colorado and Pittsburgh, go to Texas for a three-game series, then return for a 13-game homestand against the Angels, Atlanta, Boston and the New York Yankees. The Tarpons will play their home games on a back field. AP MLB: https://apnews.com/

Huge Australian crocodile made famous by cameo role in Crocodile Dundee diesReady your boots and wax your skis: Great Divide Ski Area will officially open Saturday morning for the 2024-25 season. "We spend every day, May through now, getting excited for the winter," general manager Travis Crawford said. "We're going to have fun." Guests can get started at 9:30 a.m. Saturday and Sunday, with the area closing at 4 p.m. both days, according to posts on social media. Good Luck Chairlift will be open, as is the Good Luck trail going into Broadway. Lift tickets are $25 for the weekend, and walking waffles from Missing Lynx Saloon are free while supplies last. On Saturday there will be a Brawl of the Wild watch party at the Missing Lynx Saloon. Competing with the big rival game between Montana State and the University of Montana, Crawford isn't sure how big of a turnout they'll have for this weekend. That said, the ski area aims to open as soon as possible every year. The ski area is around 30 minutes northwest of Helena, at 7385 Belmont Drive, Marysville. Adult day lift tickets are $68, and $48 for middle school and high school students. Elementary-aged student tickets are $30. Good Luck runs about 2,600 feet with a 6 1/2 minute ride. Equipment can be rented. The early season will last from Nov. 23 through Dec. 22, open Fridays, Saturdays and Sundays. Great Divide then opens for weekdays through early January. The ski area usually is open through March. The ski area employs around 100 people and has around 50 volunteer ski patrol members, Crawford said. Discovery Ski Area near Philipsburg opens Nov. 23, and Big Sky Resort in Big Sky opens Nov. 27. Showdown Mountain in Neihart opens Dec. 13. Bridger Bowl Ski Area near Bozeman also expects to open Dec. 13, according to their websites.

POET Technologies Inc POET shares are inching higher in Monday’s after-hours session after the company announced a manufacturing agreement with Globetronics and provided an update on its joint venture with Super Photonics Xiamen . What Happened: After the market close on Monday, POET announced it signed a Master Agreement, an Optical Engine Purchase Agreement and a Deed of Consignment, under which Globetronics will manufacture optical engines for POET in Malaysia. Poet said it engaged Globetronics to assemble and test optical engines based on designs made exclusively by the company. Globetronics has allocated approximately $1.7 million for capital expenditures related to optical engine manufacturing from 2025 through 2027. Separately, POET provided an update related to its memorandum of understanding with Quanzhou Sanan Optical to transfer its 24.8% stake in joint venture SPX to POET. POET said it expects binding definitive agreements to be signed by the end of the year. Terms of the transaction are expected to be announced upon signing. Finally, POET noted that its previously announced public offering of $25 million has been fully subscribed by a single institutional investor. The offering is not expected to close until the SPX deal is settled. POET Technologies offers high-speed optical engines, light source products and custom optical modules to the AI systems market and to hyperscale data centers. See Also: 5 Semiconductor Stocks Wall Street Analysts Predict Could Soar In 2025 POET Price Action: POET Technologies shares were up 0.82% in after hours, trading at $4.90 at the time of publication Monday, according to Benzinga Pro . Photo: Shutterstock. © 2024 Benzinga.com. Benzinga does not provide investment advice. All rights reserved.What both sides are saying about ceasefire deal between Israel and Hezbollah

NoneManhattan District Attorney Alvin Bragg has suggested that Judge Juan Merchan not toss out issuing a ruling in President-elect Donald Trump’s business records trial. In 82-page legal filing, prosecutors for Bragg wrote that the “Court should reject defendant’s motion” to have his indictment and the jury’s guilty verdict dismissed in the aftermath of Trump’s win in the presidential election, according to Politico . Prosecutors added that Trump should “at most” be able to be given “temporary accommodations” during his second term as president in order to prevent his business records case and the verdict from the jury from “interfering with his official decision-making.” “This Court should reject defendant’s motion to ‘immediately’ dismiss the indictment and vacate the jury’s guilty verdict based on the outcome of the recent presidential election,” prosecutors wrote. “Def.’s Mem. 1.1. There are no grounds for such relief now, prior to defendant’s inauguration, because President-elect immunity does not exist. And even after the inauguration, defendant’s temporary immunity as the sitting President will not justify the extreme remedy of discarding the jury’s unanimous guilty verdict and wiping out the already-completed phases of this criminal proceeding.” Bragg’s team continued: “At most, defendant should receive temporary accommodations during his presidency to prevent this criminal case from meaningfully interfering with his official decision-making.” Politico noted that prosecutors outlined “various mechanisms” for Merchan to use “to preserve the guilty verdict: The options include simply suspending the case until Trump’s term is over. Merchan could also announce in advance that he won’t sentence Trump to any jail time and won’t consider Trump’s conduct as president when determining a future sentence — a declaration, prosecutors said, that would dramatically reduce concerns about whether the looming sentence could impede Trump’s presidency. As Breitbart News’s Ken Klukowski previously reported , Merchan “rescheduled ruling on motions to set aside the politically motivated New York convictions.” On November 22, Merchan issued a ruling , granting a request “for permission to file a motion to dismiss” that was brought forward by Trump’s attorneys. The motion to dismiss is due by December 2, and a response from Manhattan District Attorney Alvin Bragg’s office must be submitted a week later, by Monday, December 9. Merchan also adjourned the sentencing that was set for November 26. At the end of May, a New York jury found Trump guilty of all 34 counts of falsifying business records in the first-degree regarding payments that were made to adult porn actress Stormy Daniels during the 2016 presidential election.

The surprise twist in new cashless gaming systemOpinions expressed by Digital Journal contributors are their own. At the intersection of AI and business, machine learning engineer and Lambent Logic’s co-founder and chief technology officer (CTO) Niloy Gupta tackles a crucial challenge: scaling machine learning models for real-world impact. He explains, “In my years working on machine learning systems, I’ve learned that the real challenge isn’t just building models — it’s scaling them to handle massive datasets and serve predictions so they can solve real-world problems in finance, advertising, medicine, and beyond.” As a staff machine learning engineer and technical leader at Attentive Mobile, Niloy Gupta architects sophisticated AI systems that are revolutionizing mobile marketing. His work involves building and scaling machine learning models that drive user engagement and boost eCommerce purchases. This role represents the culmination of a career spent applying AI across industries, from optimizing ad targeting systems for a well-known consumer app to building credit decision models for a giant fintech company. Niloy Gupta’s journey into software engineering began at Goldman Sachs, where he mastered designing and developing enterprise systems for financial data management. Working extensively with databases, web services, and data analytics solutions, he developed crucial expertise in building reliable and robust systems. This foundation would prove invaluable in his later work with advanced AI systems. Leveraging this technical foundation, Gupta emerged as a leader in applying machine learning across industries. At Yelp, he led efforts to optimize ad targeting systems using ML models that improved revenue metrics by 10%. Simultaneously, at Affirm, he spearheaded projects related to credit underwriting and fraud detection. His innovative work on distributed model training pipelines and low-latency model serving allowed these systems to scale efficiently. Expanding his entrepreneurial vision, as the co-founder and CTO of Lambent Logic, Niloy developed a revenue management SaaS product for pharmaceutical manufacturers. This venture demonstrated his ability to apply machine learning solutions to diverse industry challenges. Gupta, a Carnegie Mellon University School of Computer Science graduate, mentions, “This diverse experience across multiple sectors has enabled me to adapt machine learning technologies to solve complex problems in both consumer-facing and enterprise environments.” In digital advertising, delivering the right message to the right audience at the right time is crucial for success. Recognizing this, Niloy Gupta has developed a solution to improve how businesses reach potential customers by enhancing the accuracy of click-through rate (CTR) prediction models used in online ad serving. These models are pivotal in determining which ads are shown to users, directly impacting Yelp’s user experience and revenue generation. Gupta’s CTR prediction model evaluates whether an ad from a particular advertiser should be served by predicting how relevant the ad is to the user’s intent. Additionally, it calculates how much should be bid in an auction to outperform competitors. The more accurate the CTR prediction, the better the system can ensure users are shown ads they are likely to engage with, enhancing user satisfaction and business outcomes. Gupta shares that his team initially used a logistic regression model for CTR prediction. However, he also explains, “Logistic regression is a linear classifier and cannot model complex interactions between covariates unless explicitly specified or engineered.” The ML leader turned to gradient-boosted trees (GBTs), a more powerful machine learning technique that uses an ensemble of weak learners (decision trees) to iteratively improve predictions by focusing on the residual errors of previous models. To further optimize GBTs for real-time ad serving, Gupta pioneered an approach called “Growing Cache-Friendly Trees.” This method reorganized decision trees in memory to improve cache efficiency, significantly reducing the time spent on memory lookups during inference. By placing frequently accessed nodes closer together in memory, Gupta’s system achieved a 120 percent improvement in prediction latency, allowing for faster and more accurate ad targeting. “By carefully considering how model data is structured in memory, we were able to speed up inference without sacrificing accuracy,” Niloy Gupta explains. “This allowed us to deploy much more sophisticated models in production, leading to significant improvements in ad targeting performance.” Gupta’s next career move took him to the fintech industry, where he spent four years. As a Staff Machine Learning Engineer and later Tech Lead Manager, Gupta led teams working on critical systems for credit underwriting, fraud detection, and interest rate optimization. One of Gupta’s key contributions at Affirm was the development of Shparkley, an open-source library for scaling Shapley value computations using distributed computing. Shapley values are a powerful technique for interpreting machine learning models. In a shared open source , Gupta explains how this model works for predictions. “The idea has its roots in cooperative game theory. Each predictor in the feature vector is considered a “player” in a game where the model prediction is the payout. Shapley values inform us how to distribute the payout among the predictors fairly,” he elaborates. “An attribution method is considered to have a “fair payout” only if it meets the axioms of efficiency, symmetry, dummy, and additivity. Shapley value is the only method which satisfies these axioms.” Interpretability is crucial in fintech, where leaders need to understand and explain the factors driving their models’ decisions. According to Gupta, Shparkley enabled them to generate model explanations for millions of loan applications in a reasonable timeframe. He also played a crucial role in developing novel algorithms for optimizing financing programs. This system uses machine learning and large-scale simulation to determine optimal financing options that balance customer appeal, merchant sales, and underwriter risk. “The financing optimization project was a great example of how machine learning can create win-win scenarios in finance,” Gupta reflects. “By using AI to explore a vast parameter space, we were able to find financing options that were more attractive to customers while also managing risk for Affirm and driving sales for merchants.” Despite his years of experience in machine learning, Niloy Gupta remains aware of the inherent unpredictability and complexity of deploying these technologies in real-world environments. He understands that while machine learning models are powerful tools, they are imperfect and require meticulous attention to detail. Gupta emphasizes that the success of these systems hinges on their ability to evolve and adapt over time and on continuous monitoring to ensure they are delivering the intended impact. In this situation, Gupta recognizes the importance of lifelong learning and open collaboration. Throughout his career, he has actively contributed to the open-source community and published research on various topics, from biomedical text summarization to computer vision, with his work cited over 130 times. He also received the IEEE Computer Society Richard E. Merwin Scholarship. He mentions, “I believe in the power of open collaboration and knowledge sharing. By open-sourcing our tools and publishing our findings, we can accelerate progress across the entire field of machine learning.” As he continues to lead the machine learning industry, Niloy Gupta sees immense potential and endless possibilities for technology. His motivation remains to know that the systems he is building have the potential to drive progress and improve people’s lives.

Streamline Health® To Report Fiscal Third Quarter 2024 Financial Performance