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Prosecutors: DC police officer’s talk with Proud Boys leader grew secretive as arrest nearedOTTAWA — The union representing rank-and-file Mounties is welcoming a federal plan to spend $1.3 billion to bolster border security and ensure the integrity of the immigration system. In its fall economic update Monday, the Liberal government said it would invest in cutting-edge technology for law enforcement so that only people who are eligible to remain in Canada do so. The promise followed threats from U.S. president-elect Donald Trump to impose 25 per cent tariffs on goods entering the United States unless Canada beefed up border security. The money, to be spread over six fiscal years, is earmarked for the RCMP, Public Safety Canada, the Canada Border Services Agency and the cyberspies at the Communications Security Establishment. RCMP members enforce laws between official points of entry and investigate criminal activities related to the border. National Police Federation president Brian Sauvé says members have been protecting the border with limited resources, and the new money will allow them to continue delivering on their mandate. Public Safety Minister Dominic LeBlanc is expected to join other ministers this afternoon to provide more details on the plan. Aaron McCrorie, the border services agency's vice-president of intelligence and enforcement, said in a recent interview that irregular migration and smuggling of drugs such as fentanyl are common concerns for Canada and the United States. "These aren't concerns that are unique to the United States. We share those same concerns," he said. "In that sense, it really speaks to the need for us to work collaboratively." McCrorie said the Canadian border agency is working closely with U.S. counterparts including Customs and Border Protection, the Drug Enforcement Administration and Homeland Security, as well as with agencies in Britain, Australia and New Zealand. "Criminal enterprises, organized crime, they don't respect international boundaries. They collaborate, they exploit weaknesses in the system," McCrorie said. "And so the best way to confront them is to is to collaborate on our side, fill those gaps, support each other's efforts." He said Canada's border agency has two targeting officers embedded with U.S. Customs and Border Protection, and the American agency plans to soon send a targeting officer to Canada. This report by The Canadian Press was first published Dec. 17, 2024. Jim Bronskill, The Canadian Press
A majority of farmers voted for Donald Trump, even though the president-elect’s economic agenda is antithetical to the financial interests of American agriculture. Since the dawn of this century, the world has added 398 million acres of land for the production of food grains, feed grains and oil seeds. Much of that acreage has been in tropical regions. At the same time, population growth in China, a primary buyer of U.S. agricultural goods, has slowed, and its population is aging. Similar trends can be seen in other countries that have been traditional importers of U.S. goods. We also face major geopolitical events, such as the Ukraine-Russia war, and most resolutions of that war would likely adversely affect U.S. farmers. The world has changed. Competition among major producing nations has changed the ability of American agriculture to be a preferred and low-cost provider of grains to other nations. Against this backdrop, one must ponder the question of how an isolationist foreign policy and the use of heavy tariffs could possibly lead to anything other than serious adverse consequences for our U.S. agricultural sector. History teaches us lessons, and sadly we often forget them while drunk on the political cocktail of the moment. During the first Trump presidency, significant tariffs were imposed on China. This led to major negative impacts on U.S. farmers. What did the government do? The Trump administration created an ad hoc disaster relief program that paid billions to U.S. farmers. “Ad hoc” is just a shiny term for an administration not being able to get its act together to have a consistent and logical approach to setting policy. It is akin to government by chaos — going from one fire drill to another. Trump was elected based on many promises, one of which was to “drain the swamp.” There is a lot of chatter about reducing government outlays for all sorts of programs. Trump wants to put America “first.” Setting aside political differences, the reality is that America is not an island. It is an important part of the larger world. Withdrawal from engagement with other nations, whether in the context of trade or overall foreign relations, cannot lead to good consequences for America’s economic security, nor for our nation’s ability to play a strong role in maintaining a stable and peaceful world. My fellow farmers, it is time for a reality check. We face way more than a theoretical risk of losing a large share of the markets for our grains and livestock. Don’t count on that brown envelope from Uncle Sam in your mailbox to bail you out from hardship. From the extensive reading that I have done on the topic of the economic impact of Trump’s tariffs, no credible economist paints any picture other than one of significant detrimental consequences to our agricultural sector. The same is true for many other segments of the economy. America has to maintain a global perspective — rather than one that stops at our shores — to stay competitive and to remain in its role as a world leader. The proposed paths of Trump’s next presidency are antithetical to those roles.
Healthcare-focused AI startups are raising billions to help improve the US system. AI can help streamline clinical documentation, drug research, and medical billing. This article is part of "Trends in Healthcare," a series about the innovations and industry leaders shaping patient care. Get the inside scoop on today's big stories - delivered daily . Thanks for signing up! Look out for your first newsletter with today's big story in your inbox soon. Thanks for signing up! Access your favorite topics in a personalized feed while you're on the go. Download the app Email address Sign up By clicking “Sign Up”, you agree to receive emails from Business Insider. In addition, you accept Insider's Terms of Service and Privacy Policy . The founder of Suki, a startup that uses artificial intelligence to automate healthcare documents, raised $70 million in funding from investors in a Series D round that was disclosed this past fall. He said it really didn't take that much persuading: With an epidemic of stressed- and burned-out physicians, there was an obvious need for their AI software, he added. "Most of the investor conversations over the last year and a half have been, 'Well, it looks like the market is here,'" said Punit Singh Soni, Suki's founder. "Are you going to be the winner or not?" Suki sells an AI-powered assistant that takes notes during a conversation between patients and clinicians. The notes can be reviewed by the doctor and submitted as an electronic health record. This saves time on administrative tasks and allows physicians more time to take care of patients, a resource that's becoming increasingly limited among healthcare professionals. Surveys have consistently found that doctors and other medical workers are burned out from working in an often overloaded, convoluted, and inefficient system. The US spent $4.8 trillion on healthcare in 2023, according to a January report from the Peter G. Peterson Foundation. The US also spends more per person than nearly all other developed nations, according to a report by the Organization for Economic Co-operation and Development. Despite this, health outcomes were poorer, with Americans facing a lower life expectancy, higher rates of treatable and preventable excess deaths, and less efficient healthcare systems. Cash-strapped hospitals and private practices have lagged behind the financial-services and telecommunications industries in applying newer technologies, but the healthcare industry is increasingly considering artificial intelligence as it contends with high labor costs and a lot of opportunities to automate routine tasks. The pandemic exacerbated these challenges with staffing shortages as overworked doctors and nurses quit the profession. To make healthcare more efficient, AI startups like Suki, Zephyr AI, and Tennr have raised millions with vast promises, including making repetitive tasks like billing and note-taking easier, improving the accuracy of clinical diagnosis, and identifying the right patient population for emerging treatments. But the challenges are vast. The healthcare industry's budget allocations for generative AI are trailing those of many other core industries , such as energy and materials, consumer goods, and retail. Clinical diagnosis will continue to require a human in the loop, so the process can't be fully automated. The healthcare industry is highly regulated, and quite often, venture capitalists will wait for clarity on laws from the federal government before aggressively pushing AI tech advancements forward. A $370 billion bet on boosting the healthcare sector's productivity The consulting firm McKinsey estimates that generative AI can boost productivity for the healthcare, pharmaceuticals, and medical-products industries by as much as $370 billion by accelerating drug research, making clinical documentation easier, speeding up medical billing, and helping doctors make diagnoses. Some big funding rounds announced in 2024 highlight the diverse use cases for AI in the healthcare sector. They include $150 million raised by the clinical-documentation AI startup Abridge in February, the drug-discovery AI startup Xaira Therapeutics bringing in $1 billion before its launch in April, Atropos Health's $33 million Series B in May to help doctors analyze real-world evidence with generative AI, and the medical-billing-automation provider Candid Health raising $29 million in September. Parth Desai, a partner at Flare Capital Partners, has steered investments into healthcare startups such as Photon Health and SmarterDx. He said that healthcare organizations had been dedicating more money to bolster their AI strategies, beginning in late 2022 and accelerating through 2024. That's boosting demand for the tools these startups are developing. There's also less pressure to immediately prove a return on investment, which budget-conscious health systems have closely monitored in the past when allocating dollars for technology. "The thing that we're really studying before making an investment decision is: Do budgets exist today to pay for this technology?" Desai told Business Insider. "Or are they going to exist in a large-enough fashion in the next five to 10 years to support this technology?" Candid Health and Akasa aim to cut costs and automate medical billing One area of particular promise has been medical billing, which could benefit from large language model automation. An LLM could, for example, analyze a large volume of claims in a client's system and accurately match them with insurers' unique billing codes, a process required for repayment to a physician for their services. Hospitals have traditionally relied on human medical coders to hunt down reimbursements from insurers. "The software used to do billing was built a long time ago and basically wasn't kept up to date," Nick Perry, a cofounder and the CEO of Candid Health, said. Malinka Walaliyadde, the CEO of Akasa — another medical-billing-focused AI startup — said the company builds customized LLMs for each healthcare institution it serves. Typically, the aim for these LLMs is to lower costs by lessening the reliance on human medical coders. This often reduces errors in billing and speeds up repayment cycles. "We looked at what are the biggest pain points for health systems," Walaliyadde told BI. He said that Akasa's focus is on developing LLM products for medical coding and simplifying prior authorization, a process that requires approval from a health-plan provider before a patient can receive a treatment. "Those are the ones where you could really move the needle," Walaliyadde said. AI for health screenings George Tomeski, the founder of Helfie AI, is in the middle of pitching investors to raise as much as $200 million in a new round of funding that he hopes to close by the first half of 2025. Tomeski said the funding would help Helfie scale as it exits beta testing for the company's app. The app, also called Helfie, uses a smartphone camera to do medical "checks" that screen for illnesses including COVID-19, tuberculosis, and certain skin conditions. "We're targeting all the health conditions that lead to avoidable mortality," Tomeski said, adding that the app focuses on respiratory and cardiovascular conditions. The intention is for these checks —which can cost as low as $0.20 a person per screen — to serve as a form of preventive care and as an incentive to go see a doctor in person. While some funding is going toward sales and marketing, talent acquisition, and ensuring adherence to regulations around privacy and healthcare data, a large chunk is still being allocated to product development as AI tech advances quickly. Dr. Brigham Hyde, a cofounder and the CEO of Atropos Health, said his latest funding announcement, in May, was timed to coincide with the geared-up launch of ChatRWD, an AI copilot that can answer doctors' questions and quickly churn out published studies based on healthcare data. Hyde said he's keen to bring in big partners this time, including the pharmaceutical giant Merck and the medical-supplies and equipment maker McKesson. But Hyde also had to show some restraint. He said that when Atropos Health moved forward with its Series B rounds, dozens of venture capitalists expressed interest in leading the round. The company was offered up to $100 million but took only one-third of that amount. "I don't always think that's a good idea," Hyde told BI. "As a founder, you want to raise the right amount of money for your business and for the stage you're at." It may be tempting to take more, as many healthcare AI startups — a vast majority still in the seed and early-stage funding rounds — are racing to outmaneuver rivals. Even if the technology is right, it has to get past regulatory approvals and persuade cautious hospitals and health systems to open up their wallets. "You can build as much product as you want, but you can never build a market," Soni of Suki said. "It shows up, or it doesn't show up."
Texas A&M signed the nation’s top-ranked recruiting class three years ago believing it had built a potential national title contender. Plenty of players from that heralded 2022 class could indeed be participating in the first 12-team College Football Playoff this month. They just won’t be doing it for the Aggies, who no longer have nearly half their 2022 signees. The list of 2022 recruits now with playoff contenders elsewhere includes Mississippi defensive lineman Walter Nolen, Oregon wide receiver Evan Stewart, Alabama defensive lineman LT Overton, SMU offensive tackle PJ Williams and injured Boise State receiver Chris Marshall. Texas A&M has done all right without them, going 8-4 as transfers filled about half the starting roles. Texas A&M represents perhaps the clearest example of how recruiting and roster construction have changed in the era of loosened transfer restrictions. Coaches must assemble high school classes without always knowing which of their own players are transferring and what players from other schools could be available through the portal. “It used to be you lost 20 seniors, you signed 20 incoming freshmen,” Duke coach Manny Diaz said. “You just had your numbers right. Now you might lose 20 seniors, but you might lose 20 underclassmen. You just don’t know.” Coaches emphasize that high school recruiting remains critical, but recent results suggest it isn’t as vital as before. The last two College Football Playoff runners-up – TCU in 2022 and Washington in 2023 – didn’t sign a single top-15 class in any of the four years leading up their postseason runs, according to composite rankings of recruiting sites compiled by 247Sports. This year’s contenders have shown there’s more than one way to build a championship-caliber roster. About half of No. 1 Oregon’s usual starters began their college careers elsewhere. No. 5 Georgia, which annually signs one of the nation’s top high school classes, has only a few transfers making major contributions. Colorado’s rise under Deion Sanders exemplifies how a team can win without elite high school recruiting. None of Colorado’s last four classes have ranked higher than 30th in the 247Sports Composite. Three ranked 47th or lower. “If anybody ever did the homework and the statistics of these young men – people have a class that they say is the No. 1 class in the nation – then five of those guys play, or four of those guys play, then the rest go through the spring and then they jump in the portal,” Sanders said. “Don’t give me the number of where you rank (in recruiting standings), because it’s like an NFL team," he added. "You always say who won the draft, then the team gets killed all year (and) you don’t say nothing else about it. Who won the draft last year in the NFL? Nobody cares right now, right?” Wisconsin's Christian Alliegro tries to stop Oregon's Evan Stewart, right, during the first half of a Nov. 16 game in Madison, Wis. Star quarterback Shedeur Sanders followed his father from Jackson State to Colorado in 2023, and Heisman Trophy front-runner Travis Hunter accompanied them. According to Colorado, this year’s Buffaloes team has 50 transfer newcomers, trailing only North Texas’ 54 among Bowl Subdivision programs. Relying on transfers comes with caveats. Consider Florida State's rise and fall. Florida State posted an unbeaten regular-season record last year with transfers playing leading roles. When those transfers departed and Florida State's portal additions this year didn't work out, the Seminoles went 2-10. “There has to be some type of balance between the transfer portal and high school recruiting,” said Andrew Ivins, the director of scouting for 247Sports. “I compare it to the NFL. The players from the transfer portal are your free agents and high school recruiting is your NFL draft picks.” A look at the composite rankings of recruiting sites compiled by 247Sports for the 2020-22 classes shows at least 40 of the top 100 prospects each of those years ended up leaving their original school. Coaches must decide which positions they’re better off building with high school prospects and which spots might be easier to fill through the portal. “The ones that have a ton of learning to do - tight end, quarterback, interior offensive line, inside linebacker, safety, where they are the communicators - they are the guys that are processing a lot of information,” Florida’s Billy Napier said. “Those are the ones in a perfect world you have around for a while. “It’s easier to play defensive line, edge, corner, receiver, running back, tackle, specialists. Those are a little bit more plug-and-play I’d say, in my opinion," Napier said. "Either way, it’s not necessarily about that. It’s just about we need a certain number at each spot, and we do the best we can to fill those roles.” Colorado head coach Deion Sanders, right, congratulates place kicker Cristiano Palazzo after he kicked an extra point during the second half of Friday's game against Oklahoma Stat in Boulder, Colo. Power Four programs aren’t the only ones facing a balancing act between recruiting high schools and mining the transfer portal. Group of Five schools encounter similar challenges. “We’re recruiting every position and bringing in a high school class,” Eastern Michigan coach Chris Creighton said. “That’s not going to be maybe 24 scholarship guys like it used to be. It might be more like 16. It’s not four d-linemen necessarily, right? It might be three. It might not be three receivers. It might be two. And it might not be five offensive linemen. It’s two to three.” The extra hurdle Group of Five schools face is the possibility their top performers might leave for a power-conference program with more lucrative name, image and likeness financial opportunities. They sometimes don’t know which players they’ll lose. “We know who they’re trying to steal,” Miami (Ohio) coach Chuck Martin quipped. “We just don’t know who they’re going to steal.” The obstacles facing coaches are only getting steeper as FBS teams prepare for a 105-man roster limit as part of the fallout from a pending $2.8 billion NCAA antitrust settlement. While having 105 players on scholarship seems like an upgrade from the current 85-man scholarship limit, many rosters have about 125 players once walk-ons are included. Nebraska coach Matt Rhule said last week his program would probably end up with about 30-50 players in the portal due to the new roster restrictions. All the added dimensions to roster construction in the college game have drawn parallels to the NFL, but Minnesota coach P.J. Fleck believes those comparisons are misleading. “When people talk about college football right now, they’re saying, ‘Oh, we have an NFL model,’ or it’s kind of moving toward the NFL,” Fleck said. “First of all, it’s nothing like the NFL. There’s a collective bargaining agreement (in the NFL). There’s a true salary cap for everybody. It’s designed for all 32 fan bases to win the Super Bowl maybe once every 32 years – and I know other people are winning that a lot more than others – but that’s how it’s designed. In college football, it’s not that way.” There does seem to be a bit more competitive balance than before. The emergence of TCU and Washington the last couple of postseasons indicates this new era of college football has produced more unpredictability. Yet it’s also created many more challenges as coaches try to figure out how to put together their rosters. “It’s difficult because we’re just kind of inventing it on the fly, right?” Diaz said. Buffalo Bills quarterback Josh Allen, foreground right, dives toward the end zone to score past San Francisco 49ers defensive end Robert Beal Jr. (51) and linebacker Dee Winters during the second half of an NFL football game in Orchard Park, N.Y., Sunday, Dec. 1, 2024. (AP Photo/Adrian Kraus) South Carolina guard Maddy McDaniel (1) drives to the basket against UCLA forward Janiah Barker (0) and center Lauren Betts (51) during the first half of an NCAA college basketball game, Sunday, Nov. 24, 2024, in Los Angeles. (AP Photo/Eric Thayer) Mari Fukada of Japan falls as she competes in the women's Snowboard Big Air qualifying round during the FIS Snowboard & Freeski World Cup 2024 at the Shougang Park in Beijing, Saturday, Nov. 30, 2024. (AP Photo/Andy Wong) LSU punter Peyton Todd (38) kneels in prayer before an NCAA college football game against Oklahoma in Baton Rouge, La., Saturday, Nov. 30, 2024. LSU won 37-17. (AP Photo/Gerald Herbert) South Africa's captain Temba Bavuma misses a catch during the fourth day of the first Test cricket match between South Africa and Sri Lanka, at Kingsmead stadium in Durban, South Africa, Saturday, Nov. 30, 2024. (AP Photo/Themba Hadebe) Philadelphia Eagles running back Saquon Barkley, left, is hit by Baltimore Ravens cornerback Marlon Humphrey, center, as Eagles wide receiver Parris Campbell (80) looks on during a touchdown run by Barkley in the second half of an NFL football game, Sunday, Dec. 1, 2024, in Baltimore. (AP Photo/Stephanie Scarbrough) Los Angeles Kings left wing Warren Foegele, left, trips San Jose Sharks center Macklin Celebrini, center, during the third period of an NHL hockey game Monday, Nov. 25, 2024, in San Jose, Calif. (AP Photo/Godofredo A. Vásquez) Olympiacos' Francisco Ortega, right, challenges for the ball with FCSB's David Miculescu during the Europa League league phase soccer match between FCSB and Olympiacos at the National Arena stadium, in Bucharest, Romania, Thursday, Nov. 28, 2024. (AP Photo/Andreea Alexandru) Seattle Kraken fans react after a goal by center Matty Beniers against the San Jose Sharks was disallowed due to goaltender interference during the third period of an NHL hockey game Saturday, Nov. 30, 2024, in Seattle. The Sharks won 4-2. (AP Photo/Lindsey Wasson) New York Islanders left wing Anders Lee (27), center, fight for the puck with Boston Bruins defensemen Parker Wotherspoon (29), left, and Brandon Carlo (25), right during the second period of an NHL hockey game, Wednesday, Nov. 27, 2024, in Elmont, N.Y. (AP Photo/Julia Demaree Nikhinson) Mathilde Gremaud of Switzerland competes in the women's Freeski Big Air qualifying round during the FIS Snowboard & Freeski World Cup 2024 at the Shougang Park in Beijing, Friday, Nov. 29, 2024. (AP Photo/Andy Wong) New York Islanders goaltender Ilya Sorokin cools off during first period of an NHL hockey game against the Boston Bruins, Wednesday, Nov. 27, 2024, in Elmont, N.Y. (AP Photo/Julia Demaree Nikhinson) Brazil's Amanda Gutierres, second right, is congratulated by teammate Yasmin, right, after scoring her team's first goal during a soccer international between Brazil and Australia in Brisbane, Australia, Thursday, Nov. 28, 2024. (AP Photo/Pat Hoelscher) Las Vegas Raiders tight end Brock Bowers (89) tries to leap over Kansas City Chiefs cornerback Joshua Williams (2) during the first half of an NFL football game in Kansas City, Mo., Friday, Nov. 29, 2024. (AP Photo/Ed Zurga) Luiz Henrique of Brazil's Botafogo, right. is fouled by goalkeeper Everson of Brazil's Atletico Mineiro inside the penalty area during a Copa Libertadores final soccer match at Monumental stadium in Buenos Aires, Argentina, Saturday, Nov. 30, 2024. (AP Photo/Natacha Pisarenko) England's Alessia Russo, left, and United States' Naomi Girma challenge for the ball during the International friendly women soccer match between England and United States at Wembley stadium in London, Saturday, Nov. 30, 2024. (AP Photo/Kirsty Wigglesworth) Gold medalists Team Netherlands competes in the Team Sprint Women race of the ISU World Cup Speed Skating Beijing 2024 held at the National Speed Skating Oval in Beijing, Sunday, Dec. 1, 2024. (AP Photo/Ng Han Guan) Melanie Meillard, center, of Switzerland, competes during the second run in a women's World Cup slalom skiing race, Sunday, Dec. 1, 2024, in Killington, Vt. (AP Photo/Robert F. Bukaty) Houston Rockets guard Jalen Green goes up for a dunk during the second half of an Emirates NBA cup basketball game against the Minnesota Timberwolves, Tuesday, Nov. 26, 2024, in Minneapolis. (AP Photo/Abbie Parr) Brazil's Botafogo soccer fans react during the Copa Libertadores title match against Atletico Mineiro in Argentina, during a watch party at Nilton Santos Stadium, in Rio de Janeiro, Saturday, Nov. 30, 2024. (AP Photo/Bruna Prado) Jiyai Shin of Korea watches her shot on the 10th hole during the final round of the Australian Open golf championship at the Kingston Heath Golf Club in Melbourne, Australia, Sunday, Dec. 1, 2024. (AP Photo/Asanka Brendon Ratnayake) Lara Gut-Behrami, of Switzerland, competes during a women's World Cup giant slalom skiing race, Saturday, Nov. 30, 2024, in Killington, Vt. (AP Photo/Robert F. Bukaty) Minnesota Vikings running back Aaron Jones (33) reaches for an incomplete pass ahead of Arizona Cardinals linebacker Mack Wilson Sr. (2) during the second half of an NFL football game Sunday, Dec. 1, 2024, in Minneapolis. (AP Photo/Abbie Parr) Get local news delivered to your inbox!
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