6 of 234

What does 'deny, defend, depose' mean? Here's what to know about the message the gunman in CEO's shooting left behindTwitch CEO addresses streamers’ ad revenue concerns amid policy changes

TikToker Breckie Hill Adds To Rumours Barry Keoghan Cheated On Sabrina Carpenter With HerLOS ANGELES (AP) — Democrats and Republicans agreed on at least one thing before November’s election: California would play a central role in determining control of the U.S. House. Indeed it did. Democrat Adam Gray's come-from-behind victory over Republican Rep. John Duarte in a Central Valley farm-belt district Tuesday — the final House contest decided this year — gave Democrats their third pick-up of a GOP-held seat in the state, a small victory in a tough year for Democrats nationally. While Democratic wins narrowed the gap in the House, Republicans held their ground in two other toss-up contests that helped the GOP defend its fragile majority in Washington. Republicans won 220 House seats this election cycle , with Democrats holding 215 seats. Despite falling short of a majority, Democrats stressed that the party will gain seats next year, leaving the chamber even more closely divided. “Netting three seats was a very big deal,” Rep. Pete Aguilar, the third-ranking Democrat in the chamber, who lives in Redlands, east of Los Angeles, said in Washington. Democratic enthusiasm was tempered, however, by turnout figures that lagged the 2020 presidential election in the heavily Democratic state, even with Kamala Harris leading the Democratic ticket in her home state. Also, Republicans made incremental gains in the state Legislature. Voters overwhelmingly endorsed a ballot proposal that makes shoplifting a felony for repeat offenders again and increases penalties for some drug charges amid frustration over retail crimes, a proposal opposed by some Democrats. The election showed Democrats will need to pay closer attention to issues like crime and the cost of living, even in a state where the party holds every statewide office and dominates the Legislature and congressional delegation, Claremont McKenna College political scientist Jack Pitney said. In the House, Democrats “were hoping that California would push them over the top to gain a majority. But their gains elsewhere were not strong enough,” Pitney added, pointing to GOP wins in North Carolina. Gray won by a margin of less than 200 votes, with election officials reporting Tuesday all ballots had been counted. Duarte captured the seat in 2022 when he defeated Gray by one of the closest margins in the country, 564 votes. He was often listed among the most vulnerable House Republicans given that narrow margin of victory in a district with a Democratic tilt — about 11 points over registered Republicans. Gray said in a statement: “We always knew that this race would be as close as they come, and we’re expecting a photo finish this year, too.” In other Democratic House gains, first-time candidate Derek Tran ousted Republican Rep. Michelle Steel in a Southern California district anchored in Orange County, while Democrat George Whitesides toppled Republican Rep. Mike Garcia is a district north of Los Angeles. In a district east of Los Angeles, Republican Rep. Ken Calvert again held off Democrat Will Rollins in a repeat of their 2022 contest. And Republican Rep. David Valadao kept his grip on a farm-belt seat, despite its heavy Democratic registration edge. The outcome will leave Republicans with nine of the state's 52 U.S. House seats next year. Although California is often seen as a liberal monolith, a string of House districts has proved volatile in recent elections, spotlighting their importance to both parties. Democrats snatched seven seats from Republicans in 2018, then Republicans seized four from Democrats in 2020. In the 2022 elections, Republicans gained one seat, from 11 to 12, while Democrats dropped to 40 seats from 42, after California lost a House seat in reapportionment after the 2020 census. Overall, the state dropped to 52 districts from 53. The state played a pivotal role in securing the gavel for Republicans in 2022 and installing Rep. Kevin McCarthy of Bakersfield as speaker .By FARNOUSH AMIRI, Associated Press WASHINGTON (AP) — Former Rep. Matt Gaetz said Friday that he will not be returning to Congress after withdrawing his name from consideration to be attorney general under President-elect Donald Trump amid growing allegations of sexual misconduct. “I’m still going to be in the fight, but it’s going to be from a new perch. I do not intend to join the 119th Congress,” Gaetz told conservative commentator Charlie Kirk, adding that he has “some other goals in life that I’m eager to pursue with my wife and my family.” Related Articles The announcement comes a day after Gaetz, a Florida Republican, stepped aside from the Cabinet nomination process amid growing fallout from federal and House Ethics investigations that cast doubt on his ability to be confirmed as the nation’s chief federal law enforcement officer. The 42-year-old has vehemently denied the allegations against him. Gaetz’s nomination as attorney general had stunned many career lawyers inside the Justice Department, but reflected Trump’s desire to place a loyalist in a department he has marked for retribution following the criminal cases against him. Hours after Gaetz withdrew, Trump nominated Pam Bondi, the former Florida attorney general, who would come to the job with years of legal work under her belt and that other trait Trump prizes above all: loyalty. It’s unclear what’s next for Gaetz, who is no longer a member of the House. He surprised colleagues by resigning from Congress the same day that Trump nominated him for attorney general. Some speculated he could still be sworn into office for another two-year term on Jan. 3, given that he had just won reelection earlier this month. But Gaetz, who has been in state and national politics for 14 years, said he’s done with Congress. “I think that eight years is probably enough time in the United States Congress,” he said.

Poonawalla Fincorp CTO quits citing harassmentPittsburgh Penguins forward Valtteri Puustinen cleared waivers on Wednesday and was assigned to Wilkes-Barre/Scranton of the American Hockey League. That transaction allowed the team to activate forward Blake Lizotte from injured reserve prior to Wednesday’s home game against the Vancouver Canucks. Lizotte has missed the previous five games due to a concussion. Puustinen had spent the entire season at the NHL level before Wednesday. In 10 games, he has two points (one goal, one assist) while averaging 9:53 of ice time per contest. He has been a healthy scratch in 13 of a possible 23 games. A right-handed shot, the 25-year-old Puustinen is in the first year of a two-year contract with a salary cap hit of $775,000. Lizotte has suffered two concussions in recent months over a span of 45 days. He was initially injured during a preseason game on Sept. 29 then was sidelined again on Nov. 13. In each occurrence, he was stuck in the head by pucks that came off the sticks of teammates. Those injuries have limited him to seven games and two points (each goals) along with an average of 9:04 of ice time per contest.

A victory fraught with challenges

LOS ANGELES (AP) — Democrats and Republicans agreed on at least one thing before November’s election: California would play a central role in determining control of the U.S. House. Indeed it did. Democrat Adam Gray's come-from-behind victory over Republican Rep. John Duarte in a Central Valley farm-belt district Tuesday — the final House contest decided this year — gave Democrats their third pick-up of a GOP-held seat in the state, a small victory in a tough year for Democrats nationally. While Democratic wins narrowed the gap in the House, Republicans held their ground in two other toss-up contests that helped the GOP defend its fragile majority in Washington. Republicans won 220 House seats this election cycle , with Democrats holding 215 seats. Despite falling short of a majority, Democrats stressed that the party will gain seats next year, leaving the chamber even more closely divided. “Netting three seats was a very big deal,” Rep. Pete Aguilar, the third-ranking Democrat in the chamber, who lives in Redlands, east of Los Angeles, said in Washington. Democratic enthusiasm was tempered, however, by turnout figures that lagged the 2020 presidential election in the heavily Democratic state, even with Kamala Harris leading the Democratic ticket in her home state. Also, Republicans made incremental gains in the state Legislature. Voters overwhelmingly endorsed a ballot proposal that makes shoplifting a felony for repeat offenders again and increases penalties for some drug charges amid frustration over retail crimes, a proposal opposed by some Democrats. The election showed Democrats will need to pay closer attention to issues like crime and the cost of living, even in a state where the party holds every statewide office and dominates the Legislature and congressional delegation, Claremont McKenna College political scientist Jack Pitney said. In the House, Democrats “were hoping that California would push them over the top to gain a majority. But their gains elsewhere were not strong enough,” Pitney added, pointing to GOP wins in North Carolina. Gray won by a margin of less than 200 votes, with election officials reporting Tuesday all ballots had been counted. Duarte captured the seat in 2022 when he defeated Gray by one of the closest margins in the country, 564 votes. He was often listed among the most vulnerable House Republicans given that narrow margin of victory in a district with a Democratic tilt — about 11 points over registered Republicans. Gray said in a statement: “We always knew that this race would be as close as they come, and we’re expecting a photo finish this year, too.” In other Democratic House gains, first-time candidate Derek Tran ousted Republican Rep. Michelle Steel in a Southern California district anchored in Orange County, while Democrat George Whitesides toppled Republican Rep. Mike Garcia is a district north of Los Angeles. In a district east of Los Angeles, Republican Rep. Ken Calvert again held off Democrat Will Rollins in a repeat of their 2022 contest. And Republican Rep. David Valadao kept his grip on a farm-belt seat, despite its heavy Democratic registration edge. The outcome will leave Republicans with nine of the state's 52 U.S. House seats next year. Although California is often seen as a liberal monolith, a string of House districts has proved volatile in recent elections, spotlighting their importance to both parties. Democrats snatched seven seats from Republicans in 2018, then Republicans seized four from Democrats in 2020. In the 2022 elections, Republicans gained one seat, from 11 to 12, while Democrats dropped to 40 seats from 42, after California lost a House seat in reapportionment after the 2020 census. Overall, the state dropped to 52 districts from 53. The state played a pivotal role in securing the gavel for Republicans in 2022 and installing Rep. Kevin McCarthy of Bakersfield as speaker . Michael R. Blood, The Associated Press

The masked gunman who stalked and killed UnitedHealthcare CEO Brian Thompson outside a Manhattan hotel used ammunition emblazoned with the words “deny,” “defend” and “depose,” a law enforcement official said Thursday. The gunman is still at large and a manhunt is underway. Here's the latest: Just minutes before the shooting, the suspect was seen on surveillance footage purchasing the two items from a nearby Starbucks. Both the water bottle and protein bar wrapper were later recovered from a trash can in the vicinity of the killing, according to a police spokesperson. They’ve been sent to the city’s medical examiner for expedited fingerprint testing. As the suspect remained at large Thursday afternoon, New York police were sorting through a growing number of leads coming in through a public hotline. Many have been unfounded, including a tip from a commuter who claimed to have spotted the shooter on a Long Island Rail Road train Wednesday evening. Police searched the train, but found no sign of the gunman. Members of the public have also provided police with several different names of people who bear a resemblance to the gunman — though they have yet to confirm the shooter’s identity. NYPD spokesperson Carlos Nieves urged anyone with information to contact the department “even if it seems trivial.” “We ask you to call the tip line because that little piece of information could be the missing piece of the puzzle that ties everything together,” he said. Users’ reactions — and in many cases jokes — populated comment sections teeming with frustration toward health insurers broadly and UnitedHealthcare in particular. “I would be happy to help look for the shooter but vision isn’t covered under my healthcare plan,” one comment read on Instagram. “Thoughts and prior authorizations!” wrote another user. Images released by police of a person they say is wanted for questioning in connection with the shooting match the lobby of the HI New York City hostel on Manhattan’s Upper West Side. Both feature a black-and-white checkered floor and a distinctive bench in the shape of a semicircle. Matheus Taranto, a guest at the hostel who’s visiting from Brazil, says he saw police at the lodging Wednesday evening. He said an officer wouldn’t let him access a bathroom where he wanted to brush his teeth. “I asked why, he was like, no, nothing happened,” said Taranto, 24. He didn’t connect the dots with the shooting until later. In Minnesota, police in the Minneapolis suburb of Maple Grove, where Thompson lived, said Thursday they believe a bomb threat on Wednesday night was a hoax. Maple Grove police put out a statement Thursday saying a “suspected swatting investigation” was underway. The department said it received a report of a bomb threat directed at two addresses around 7 p.m. CT Wednesday. The Minneapolis Bomb Squad and the Hennepin County Sheriff’s Office assisted, but investigators found no suspicions devices or other items. “The case is considered an active investigation, while the incident appears to be a hoax. No further comments will be made at this time,” the police statement said. Police reports provided to The Associated Press by the department show that officers made contact with family members at one of the homes and were told they had seen nothing suspicious and had received no direct threats. Back in Thompson’s home state of Minnesota, authorities were investigating a bomb threat that reportedly was made against his home Wednesday night, after his death. It was first reported by TMZ. City Prosecutor Andrew Draper confirmed to The Associated Press via email Thursday that he received an email Wednesday night “regarding a bomb threat. I reported it to the Maple Grove Police Department and do not have any additional information.” Maple Grove police officials did not immediately respond to requests for details Thursday. Local ATF spokesperson Ashlee Sherrill said: “ATF was made aware of the incident in Maple Grove last night, but no ATF resources were deployed. We are unable to confirm any further details.” A local FBI spokesperson did not immediately respond to a request for information on the FBI’s involvement in the investigation. The words emblazoned on the ammunition used in the shooting – “deny,” “defend” and “depose” – were written in permanent marker, according to a law enforcement official. The official wasn’t authorized to publicly discuss details of the ongoing investigation and spoke to The Associated Press on the condition of anonymity. — Jake Offenhartz As of Thursday morning, police were still searching for the shooter. They released new photos of a person they said is wanted for questioning in connection with the shooting. The images match the lobby of the HI New York City hostel on Manhattan’s Upper West Side, including its black-and-white checkered floor and a distinctive bench in the shape of a semi-circle. An employee at the hostel said police had visited but declined to provide further information. Danielle Brumfitt, a spokesperson for the lodging, said in an emailed statement that they are cooperating with the NYPD but can’t comment due to the active investigation. According to the official who spoke to AP about the ammunition messaging, investigators are running DNA and fingerprint analysis on items found near the shooting, including a water bottle, that they believe the suspect may have discarded. Additionally, they’re looking into whether the suspect had pre-positioned a bike as part of an escape plan. Doctors and patients have become particularly frustrated with prior authorizations, which are requirements that an insurer approve surgery or care before it happens. UnitedHealthcare was named in an October report detailing how the insurer’s prior authorization denial rate for some Medicare Advantage patients has surged in recent years. The report from the U.S. Senate Permanent Subcommittee on Investigations also named rivals Humana and CVS. Insurers say tactics like prior authorization are needed to limit unnecessary care and help control spiraling medical costs. Frustrations extend beyond the coverage of care. Expensive breakthrough medications to slow Alzheimer’s disease or help with obesity are frequently not covered or have coverage limits. In the U.S. health care system, patients get coverage through a mix of private insurers such as UnitedHealthcare and government-funded programs such as Medicaid and Medicare. That can prove particularly frustrating for doctors and patients because coverage often varies by insurer. Polls reflect those frustrations with the U.S. health care system in general and insurance companies in particular. About two-thirds of Americans said health insurance companies deserve “a lot of blame” for high health care costs, according to a KFF poll conducted in February . Thompson’s wife, Paulette Thompson, told NBC News that he told her “there were some people that had been threatening him.” She didn’t have details but suggested the threats may have involved issues with insurance coverage. Eric Werner, the police chief in the Minneapolis suburb where Thompson lived, said his department had not received any reports of threats against the executive. A message left at the scene of an insurance executive’s fatal shooting — “deny,” “defend” and “depose” — echoes a phrase commonly used to describe insurer tactics to avoid paying claims. The three words were emblazoned on the ammunition a masked gunman used to kill UnitedHealthcare CEO Brian Thompson , a law enforcement official told The Associated Press on Thursday. They’re similar to the phrase “delay, deny, defend” — the way some attorneys describe how insurers deny services and payment, and the title of a 2010 book that was highly critical of the industry. Police haven’t officially commented on the wording or any connection between them and the common phrase. But Thompson’s shooting and the messages on the ammunition have sparked outrage on social media and elsewhere, reflecting a deepening frustration Americans have over the cost and complexity of getting care. ▶ Read more about the messaging left behind by the shooter The New York Police Department released photos Thursday morning, asking for the public’s assistance in identifying the individual pictured. Police say the person is wanted for questioning in connection with the shooting of the UnitedHealthcare CEO. A Senate panel has been investigating how frequently three major insurers, including UnitedHealthcare, deny care to patients who are enrolled in Medicare Advantage plans. It has also investigated the use of artificial intelligence in deny those claims. Medicare Advantage is the private version of Medicare, which provides health insurance to millions of older Americans. The Senate’s Permanent Subcommittee’s report released earlier this year found that as UnitedHealthcare relied more on its automated system to review claims denials increased for post-acute treatment, which includes nursing home or rehabilitation care. The insurer denied nearly a quarter of claims, a rate that doubled over just a two-year period from 2020 to 2022. Joseph Kenny, the NYPD chief of detectives, says the shooter wore a black face mask, black-and-white sneakers and a distinctive gray backpack. He arrived outside the hotel about five minutes before UnitedHealthcare CEO Brian Thompson did, then waited and ignored other pedestrians before he approached Thompson from behind. After the assailant began to fire, his 9 mm pistol jammed but he quickly fixed it and kept firing, Kenny said, another sign of the shooter’s professionalism. “From watching the video, it does seem that he’s proficient in the use of firearms as he was able to clear the malfunctions pretty quickly,” Kenny said. The hostels were on Manhattan’s Upper West Side and police were following a tip that the suspect may have stayed at one of the residences, according to a law enforcement official briefed on the investigation. The official requested anonymity because they weren’t authorized to discuss the ongoing search. According to an employee of Kama Central Park, two detectives arrived at the hostel at 7 a.m. Thursday with a photo of the shooter and asked staff if they recognized the man. They did not, the employee said, and the detectives left soon after. An employee at the nearby HI New York City hostel also confirmed that police had visited the location Thursday, but declined to provide further information. — Jake Offenhartz New York Mayor Eric Adams said Thursday the shooter used a silencer — something he’d never encountered in his 22 years as a police officer. “In all of my years in law enforcement I have never seen a silencer before,” Adams, a retired NYPD captain, said in an appearance on MSNBC’s “Morning Joe.” “And so that was really something that was shocking to us all.” The masked gunman used ammunition emblazoned with the words “deny,” “defend” and “depose,” a law enforcement official said Thursday. The official was not authorized to publicly discuss details of the ongoing investigation and spoke to The Associated Press on the condition of anonymity. The words on the ammunition may have been a reference to strategies insurance companies use to try to avoid paying claims. Investigators recovered several 9 mm shell casings from outside the hotel, NYPD Chief of Detectives Joseph Kenny had said earlier. — Mike Balsamo, Jake Offenhartz and Michael R. Sisak The chief executive of UnitedHealthcare, one of the nation’s largest insurers, was killed Wednesday in midtown Manhattan in what police described as a targeted attack by a shooter outside a hotel where the company was holding a conference. ▶ Read more about the key things to know about the fatal attackAP Trending SummaryBrief at 5:06 p.m. EST

PMI data, consumer sentiment in focus for Friday's economic releasesThe ChatGPT-maker and Anduril will focus on improving defenses against drone attacks, the companies said in a joint release. The partnership comes nearly a year after OpenAI did away with wording in its policies that banned use of its technology for military or warfare purposes. Founded in 2017, Anduril is a technology company that builds command and control systems and a variety of drones, counting the United States, Australia and the United Kingdom among its customers, according to its website. OpenAI said in October that it was collaborating with the US military's research arm DARPA on cyber defenses for critical networks. "AI is a transformational technology that can be used to strengthen democratic values or to undermine them," OpenAI said in a post at the time. "With the proper safeguards, AI can help protect people, deter adversaries, and even prevent future conflict." The companies said the deal would help the United States maintain an edge over China, a goal that OpenAI chief Sam Altman has spoken of in the past. "Our partnership with Anduril will help ensure OpenAI technology protects US military personnel, and will help the national security community understand and responsibly use this technology to keep our citizens safe and free," Altman said in Wednesday's release. Anduril was co-founded by Palmer Luckey, after Facebook bought his previous company Oculus VR in a $2 billion deal. The new partnership will bring together OpenAI's advanced AI models with Anduril systems and software, according to the companies. "Our partnership with OpenAI will allow us to utilize their world-class expertise in artificial intelligence to address urgent Air Defense capability gaps across the world," Anduril co-founder and chief executive Brian Schimpf said in the release. Schimpf said the collaboration would allow "military and intelligence operators to make faster, more accurate decisions in high-pressure situations." gc/aha

OpenAI and military defense technology company Anduril Industries said Wednesday that they would work together to use artificial intelligence for "national security missions." The ChatGPT-maker and Anduril will focus on improving defenses against drone attacks, the companies said in a joint release. The partnership comes nearly a year after OpenAI did away with wording in its policies that banned use of its technology for military or warfare purposes. Founded in 2017, Anduril is a technology company that builds command and control systems and a variety of drones, counting the United States, Australia and the United Kingdom among its customers, according to its website. OpenAI said in October that it was collaborating with the US military's research arm DARPA on cyber defenses for critical networks. "AI is a transformational technology that can be used to strengthen democratic values or to undermine them," OpenAI said in a post at the time. "With the proper safeguards, AI can help protect people, deter adversaries, and even prevent future conflict." The companies said the deal would help the United States maintain an edge over China, a goal that OpenAI chief Sam Altman has spoken of in the past. "Our partnership with Anduril will help ensure OpenAI technology protects US military personnel, and will help the national security community understand and responsibly use this technology to keep our citizens safe and free," Altman said in Wednesday's release. Anduril was co-founded by Palmer Luckey, after Facebook bought his previous company Oculus VR in a $2 billion deal. The new partnership will bring together OpenAI's advanced AI models with Anduril systems and software, according to the companies. "Our partnership with OpenAI will allow us to utilize their world-class expertise in artificial intelligence to address urgent Air Defense capability gaps across the world," Anduril co-founder and chief executive Brian Schimpf said in the release. Schimpf said the collaboration would allow "military and intelligence operators to make faster, more accurate decisions in high-pressure situations." gc/ahaNone

Alberta's pledge to take over ownership of emissions data 'irresponsible': Guilbeault

Global DJ Software Market Size, Share and Forecast By Key Players-Serato, Pioneer, Atomix VirtualDJ, Native Instruments, Mixvibes

New York, United Nations, Dec. 05, 2024 (GLOBE NEWSWIRE) -- The United Nations Global Compact launched the CEO Agenda, a dedicated leadership platform designed to empower CEOs worldwide to embrace bold leadership as the defining growth imperative for sustainable business, today. In an era marked by interconnected crises - spanning economic, social and geopolitical challenges - CEOs can no longer stand on the sidelines of global challenges. This new platform calls on business leaders to drive ambition, advocacy and sustainable growth addressing critical societal challenges while fostering resilience and long-term prosperity. The CEO Agenda equips business leaders with the tools, insights and connections needed to transform their organizations, and lead the charge toward sustainable growth. Key platform features include: As sustainability reshapes corporate priorities, the CEO Agenda emphasizes the evolving role of the C-suite. Leaders in finance, marketing and legal disciplines are stepping up to address risks and opportunities that transcend traditional boundaries, and integrating social, environmental and political dimensions into their strategies. "This platform is a rallying call for business leadership to be bold and inclusive,” said Sanda Ojiambo , CEO and Executive Director of the UN Global Compact. "Business leaders want a seat at the table to work collaboratively with governments to meet common goals. By equipping CEOs with resources, insights, and engagement opportunities, the CEO Agenda amplifies their voices and accelerates both sustainable business and sustainable development.” The UN Global Compact invites CEOs to explore the CEO Agenda and join a growing network of leaders committed to shaping a sustainable and prosperous future for all. Notes to Editors: About the UN Global Compact The ambition of the UN Global Compact is to accelerate and scale the global collective impact of business by upholding the Ten Principles and delivering the SDGs through accountable companies and ecosystems that enable change. With more than 20,000 participating companies, 5 Regional Hubs, 63 Country Networks covering 80 countries and 13 Country Managers establishing Networks in 18 other countries, the UN Global Compact is the world's largest corporate sustainability initiative - one Global Compact uniting business for a better world. For more information on the CEO Agenda, visit https://unglobalcompact.org/ceo-agenda CONTACT: United Nations Global Compact (212) 907-1301 [email protected]Allianz Partners has appointed Michael Buttstedt as Chief Financial Officer and Board Member

Gorilla Technology Group Shares Are On The Rise Today: What's Going On?

The Latest: Police search for man who killed UnitedHealthcare CEO, new photos of suspect releasedPhreesia Announces Third Quarter Fiscal 2025 ResultsWith artificial intelligence everywhere, everyone is talking about AI and its applicability. Artificial intelligence-driven predictive analytics is also making an advance in child welfare services and has shown efficiency in preventing child maltreatment cases. This development has been made possible by individuals like Premkumar Ganesan, Consulting Manager and Technology Leader, whose team's implementation of AI-powered early intervention systems has reduced the number of child maltreatment cases by 20 per cent for participating welfare programs. Ganesan, who has led several AI initiatives in the public sector, says that predictive analytics can not only detect risk factors earlier but also guide us to data-driven interventions that can significantly reduce harm to children. It does this by analyzing patterns across health, education, and social services data points to identify families at risk before a crisis occurs.” This technology goes beyond just prevention numbers. Child welfare agencies using these AI solutions have found that operational efficiency improved by 30 per cent, freeing social workers to spend their time working on high-priority cases and letting automated systems do the mundane tasks of data crunching. The result has been millions of dollars in cost savings for state governments, resulting largely from reduced long-term intervention costs. But, such systems are not easily implemented in the sensitive child welfare arena. The AI and ethics trend is now popular, says Ganesan, 'Ensuring data privacy and compliance while maintaining effective predictive capabilities was our primary concern.' Innovative solutions that uphold strict confidentiality standards while providing real-time analytics helped his team set the benchmark for privacy-conscious AI implementation in public services. Some of the other concerns were resistance to adaptability to AI, scalability of the predictive analytical system, and delivering real-time predictions from limited history. These were solved by holding demonstrations and workshops to showcase the benefits of AI, using cloud-based infrastructure and advanced machine learning models to help scale and develop innovative AI algorithms that can generate reliable predictions by focusing on behavioural patterns and early warning signals. The biggest challenge was integrating data between the different government agencies. Too often, traditional child welfare systems are siloed, with important information scattered throughout health, education, and social service departments. By building a unified platform that allows for seamless data sharing while adhering to security protocols, Ganesan's team was able to gather information to help deal with individual cases. The success of this initiative has inspired other state agencies to adopt AI-driven solutions in their public sector services. Under Ganesan's leadership, these implementations have helped Deloitte's public sector practice grow by 10% and improved decision-making accuracy by 25% in identifying at-risk families. Looking at the current trends, Ganesan envisions even more sophisticated applications of AI in child welfare. The evolution of technology could further decrease response times and perhaps improve outcomes for vulnerable children and families. With an impressive portfolio of published research on this topic, from recent work on AI-driven early interventions in child welfare services to the role of artificial intelligence in public health, Ganesan’s expertise in this field is strong. Throughout his experience, he has consistently pointed out, that technological innovation must be balanced with ethical considerations and human judgment. This AI-driven approach has implications that go well beyond child welfare. The same predictive analytics principles could also be used for other social services and change how public sector agencies provide support to populations in need. Ganesan notes that with government agencies becoming more and more digital, it is important to maintain a human-centred approach, with technology aiding human potential. This approach to child welfare shows how artificial intelligence can make a social impact. As these systems continue to evolve and improve, they will continue to serve the current and future of child protection services around the world.

Unlikely battleground California plays key role -- again -- in setting US House's political balance