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Driverless taxi service eyes Spokane-area launch
A Spokane-based startup is preparing to introduce autonomous taxi service to the Inland Northwest, with plans for a fleet of driverless Tesla Cybercabs and an operations hub in Liberty Lake.
Platform Science Adds Dispatch and Safety Tools
Four additions to PS Fleet help fleets monitor loads, manage driver coaching, share truck locations and adjust video system settings.
Shader Compilation Stutter Begone: Nvidia's Latest GPU Drivers Finally Add Advanced Shader Delivery
Now AMD, Qualcomm and Nvidia all support the tech - with Intel coming soon.
Nvidia’s latest GPU driver brings a new way to speed up PC games
Microsoft’s new Advanced Shader Delivery technology is now part of Nvidia’s drivers.
Christian Horner reveals Red Bull talks with Lewis Hamilton management before telling Mercedes' Niki Lauda to sign British driver
Christian Horner joins Simon Lazenby on the latest episode of Sky Sports The F1 Show Podcast to reveal all on Red Bull talks with Lewis Hamilton before the latter joined Mercedes and his thoughts on Kimi Antonelli, who could become world champion this Sunday at the United States GP
Sacha Fenestraz Confirms Ferrari F1 Test in 2027
The Franco-Argentine driver, incorporated into the Scuderia as a simulator driver in July, confirms that he already has a date to get into a real car.
Bridging the gap: Western student earns Fulbright to study wildfire science in Australia
“The goal is to identify the drivers behind intense wildfire activity and the ecosystems and communities they could impact” When Dalton Robberson finally got to the point of choosing …
Hope Ministries seeks volunteers to deliver 4,500 Thanksgiving meals
Hope Ministries has opened volunteer registration for its annual Thanksgiving meal program, which plans to provide up to 4,500 free meals to people in need across the Des Moines area on Nov. 26. The organization’s greatest need is for volunteer driver teams to deliver meals on Thanksgiving Day. According to Feeding America, more than 60,000…
ReactOS reaches major milestone with NTFS install support
ReactOS gains NTFS install support with new driver.
Is smart farming really smart business?
From eerie driverless tractors to precision spraying and sowing, AI is transforming America’s agricultural life
Crash blocks all lanes of Highway 501 Business
Officials are asking drivers to avoid the area of Highway 501 Business and French Collins Road in Conway due to a two-vehicle crash
Uber driver struggles with gas costs in Southern California
Matthew Guerrero, an Uber driver in Southern California, discusses the financial challenges of driving, impacted by high gas costs and low tips.
Horse carriage drivers rally against ban ahead of vote to end industry
A full council vote on the bill is scheduled for Oct. 22.
Dr. Patrick McGill: Healthy hospitals help drive a healthy Indiana economy
Health care’s impact as an economic driver goes much deeper than direct jobs and spending, in much the same way good schools and housing are intrinsic quality-of-life factors.
The new Apple TV 4K just got its first (very small) discount
The electric screwdriver’s half off.
Carriage drivers, union leaders oppose NYC plan to eliminate industry by mid-2028
Horse-drawn carriage drivers, business owners, and union leaders gathered near Central Park on Friday to push back against plans to phase out New York City's horse carriage industry.
Can AI solve our mental health access problem?
Last week I asked you what worries you most about AI in health. It was close, but your top answer was “AI giving bad health advice.” Last week’s poll results: You’re in good company. This concern was top of mind at a conference I joined at Stanford last week, where researchers, clinicians, and people who build AI systems spent a day debating trust and safety in health AI. Stepping back, I’m also hearing your emerging concerns about AI’s impact on our well-being generally. I see this as a matter of public health, and we’ll take it in pieces as we learn together. Today we’ll focus on AI chatbots used for therapy for mental health. Early this month, Governor Newsom vetoed Senate Bill 903, California’s most ambitious attempt to regulate AI use for mental health. It’s at the center of active debate, and raises the questions patients, family members, citizens, and voters will face as AI moves deeper into health care. Let’s work through it. What is “AI-based therapy”? It’s really two things: purpose-built mental health apps designed to deliver structured support, and general chatbots like ChatGPT, Claude, and Gemini that people increasingly use for emotional support—even if they weren’t built for it. Spoiler alert: I don’t know whether the shift toward AI therapy is good or bad. The evidence isn’t there yet. But I do know it’s already happening, and I have some ideas about how we can roll it out with safety in mind. The therapy dilemma, in a nutshell Mental health challenges are common, and strain health and well-being across populations. Therapy (interactive dialogue with a trained, empathetic practitioner) helps many people heal. The demand for licensed therapists far exceeds the supply in California, and AI-based therapy can narrow that gap. AI-based therapy remains novel, unproven, and not well tested. Right off the bat, we can see we’re dealing with trade-offs here. Since the main driver of demand for therapy from a robot is lack of access to therapy from a human, we’ll start there. It’s too hard to find and afford a human therapist California is short roughly 55,000 licensed, non-prescribing therapists and counselors, about 40% of what we need. Psychiatrists, who rely on talk therapy as a complement to prescribed medications, are even more scarce. Eight counties have none, and density ranges from 1.7 per 100,000 residents in San Benito County, to 68.1 in Marin County. My wife is a psychiatrist in Marin, and even here access is tight. If it’s hard in the best-supplied county, imagine rural Sierra County, or the San Joaquin Valley. In 2024, more than half of Californians who tried to make a mental health appointment struggled to find a provider who took their insurance, compared with 14% for physical health care. When Senate staff posed as “secret shopper” patients and called 120 mental health providers in Medicare Advantage networks, they landed an appointment less than once for every five tries. Insurers pay behavioral health clinicians about 22% less than medical and surgical clinicians for comparable office visits. On top of that, billing denials and prior authorizations hit hardest at the solo and small practices common in mental health. Psychiatrists opt out of Medicare at the highest rate of any specialty. In many places, a cash practice for therapy fills quickly with patients paying $250 or more an hour, with no insurance paperwork at all. Families who can pay cash find providers more easily. Those who rely on insurance, including Medi-Cal enrollees, older adults, rural residents, and non-English speakers, compete for what’s left. So we can’t pretend the human system works, and we can’t blame people for turning to AI for support when they’re in distress. AI is filling the gap It’s estimated that roughly a quarter of AI users use it for mental health support. If you have internet, it’s available 24/7, it’s cheap, and it speaks your language. Uninsured adults are about twice as likely as insured adults to do it (30% vs. 14%). It feels anonymous in ways that may enable people to ask things they’re unsure or embarrassed about. The largely hidden, personal use makes it hard to study whether it’s actually helping people with their mental health issues, but researchers are trying. Does AI therapy work? A 2026 analysis of nearly 40 randomized trials found chatbots showed a real but small reduction in depression symptoms. But most of these trials were compared to an alternative of no therapy, not a human therapist. So the benefit of AI therapy is probably real, but modest, and mostly untested against the alternative of human contact. We need more studies. Serious concerns OpenAI’s own estimate is that more than a million ChatGPT users each week show signs of suicidal planning or intent. These are high stakes encounters, and AI doesn’t always get it right. That’s partly because a chatbot can sound like a therapist, but it has no license, no duty of care, and it’s not clear who to hold accountable when it gets things wrong. AI is also designed to help users in whatever task they’re seeking to accomplish. People may feel like they’re getting therapy, but they’re mainly getting a convincing conversation. It’s easy for an AI companion to wander into gray areas, like playing along with “creative writing” that may be about the user’s own suicidal intent. Courts are driving safety conversations A wave of lawsuits have been filed on behalf of families claiming that chatbots pushed people they loved toward self-harm, including teens who died by suicide. The first settlements came this year. OpenAI is headquartered in San Francisco, and dozens of cases alleging that ChatGPT drove users to suicide or self-harm are now before a San Francisco judge. Character.ai has filed for bankruptcy after several states brought lawsuits accusing the chatbot of pushing dangerous content to kids. But the technology seems to be improving. Last month, an independent evaluation found that newer AI models “almost never endorse suicide.” That’s progress, but our societal appetite for even one preventable death is very low. So how do we move forward? Finding a middle ground Earlier this month the governor vetoed Senate Bill 903, a bill designed to place guardrails on the use of AI for therapy. The bill would have prohibited any AI-based platform from being advertised as psychotherapy, and would have required a licensed professional to review and approve each encounter where AI was used to support therapeutic decisions. Newsom called it overly broad, since even routine screening questions would have needed clinician sign-off. Knowing we’re already short on mental health providers, requiring human review of AI encounters may not relieve our access problems. Still, the answer isn’t no oversight. Here’s one feasible short term solution. Rather than reviewing each encounter, a licensed clinician can design the guardrails: what counts as a crisis, what triggers an immediate handoff to a human, and what gets sampled for audit each month. The AI runs inside that structure. Conversations get checked, failures get reported, and a real clinician owns the framework. Medicine already has models to learn from. The FDA process for rolling out newly approved medications is an example. After a product reaches patients, we keep watching for adverse events. Patient-facing AI needs the same “digital pharmacovigilance”: systematic tracking of harms, near misses, and the types of groups that get hurt and why. It’s also critical that users know that they can reach a human if they’re in crisis. Most chatbots now include messages like these: Bottom line The rush to use unproven AI tools for mental health support is mostly a workaround, a sign of a health system people can’t get into. We need better access to proven care from licensed clinicians. That takes reimbursement that makes accepting insurance viable, and a bigger workforce. But, built and tested well, AI could be part of the answer. It could be the 2 a.m. check-in when no one else is awake, or a way for patients to practice skills their therapist taught them. It could be the first step to get someone the right level of care, and take paperwork off clinicians’ plates so they spend more time with patients. None of this is simple. The SB 903 veto doesn’t end the debate, and the legislature will be back. In the meantime, those of us using these tools need to stay informed, ask hard questions, and hold the companies building them accountable. I’ll try to do my part, and we’ll keep learning together. Love,Matt P.S. If you or someone you know is struggling with mental health challenges, emotional distress, substance use problems, or just needs to talk, call or text 988- you’ll reach a real person— or chat at 988lifeline.org 24/7. Dr. Matt Willis is the author of Your Local Epidemiologist in California. A California native, he’s served as a primary care physician, CDC epidemiologist, and public health officer for Marin County, where he guided the pandemic response. He lives in Marin with his family and their dogs, Teddy and Ramona. Thank you Cynthia He, MD, PhD, and Parnika Saxena, MD, for their guidance in preparing this article. Cynthia works in an outpatient mental health clinic, treating patients who have Medi-Cal or, sometimes, no insurance. Parnika works in an inpatient psychiatric unit, treating patients with public or private insurance or self-pay ability. All opinions are their own and do not represent their employers.
Is Melco Resorts & Entertainment (MLCO) Undervalued Following Its REM Hotel Opening And Buyback?
Texas Capital Securities has zeroed in on Melco Resorts & Entertainment (MLCO) after highlighting drivers such as the REM hotel completion at City of Dreams Macau and a larger share repurchase program. Recent trading shows mixed momentum for Melco Resorts & Entertainment, with a 1-day share price return of 2.86% and a 7-day gain of 3.60%. These gains are offset by a 30-day share price decline of 6.90% and a 90-day drop of 20.73%, as the market weighs the impact of property disruptions against...
AMS Science Preview: Santa Ana Fire Winds; Chatbots on Climate
Research in AMS journals discusses a new classification for dangerous Santa Ana winds, driver responses to snow squall warnings, the rainiest possible Earth conditions, forecasting extreme waves…
Clinton Policy Institute outlines maternal health solutions for states
Health Care Clinton Policy Institute outlines maternal health solutions for states It’s the first major report from the project, which launched in July to foster nonpartisan policies to improve the wellbeing of children and families. Stephanie Akin 10:00 AM, Oct 15, 2026 Dr. Jacob Lenz performs an ultrasound at the Oklahoma State University obstetrics and gynecology clinic in Tulsa, Okla., on Tuesday, July 16, 2024. (AP Photo/Mary Conlon) The Clinton Policy Institute is calling on states to lead efforts to curb maternal mortality, releasing a 61-page playbook Thursday highlighting successful policies that could be adopted nationwide. The playbook is the first major report from the Clinton Foundation’s project, which launched in July to foster nonpartisan state and local policies to improve the wellbeing of children and families. “Eighty percent of maternal deaths are preventable, and we know what works,” CPI Chair Jennifer Klein said. “The solutions are well established and evidence-based.” CPI’s mission is to convene political leaders from both parties, policy experts, state officials and other stakeholders to explore solutions to longstanding problems. “What we aim to do is bring together people who are deeply engaged, but may not be meeting together in the same room,” Klein said, noting that state policymakers might not always be aware of what their peers are doing in other states. In May, CPI brought together lawmakers from Virginia and Pennsylvania, two of the 14 states that have passed bipartisan maternal health “Momnibus” packages modeled after a comprehensive federal proposal that has repeatedly stalled, called the Black Maternal Health Momnibus Act. Other participants included Dr. Mona Hanna, founder of Rx Kids, a Michigan program that provides direct cash allowances to pregnant women and infants. Pennsylvania Rep. Morgan Cephas, who was part of the group, said she learned about funding opportunities she hadn’t come across during her decade in the Legislature. “As legislators we can issue grants, we can pass legislation, we can move policy, but we want to ensure that funding opportunities and programs that are tackling this issue are sustainable,” Cephas said. The playbook outlines broad areas where state policy can make a difference, such as allowing Medicaid to pay for doulas and remote patient monitoring, and using federal and private grant funding to pay for home visits to pregnant and postpartum women. For each category, it highlights innovative programs that can serve as models, with examples of specific actions state lawmakers and governors’ offices can take. Those include the Rx Kids model, which gets funding from the Michigan state budget; Pennsylvania’s Healthy Moms Vibrant Futures strategic action plan, emphasizing equity-centered maternal care, regional collaboration, Medicaid innovation, and workforce development that was launched this year with more than 160 stakeholders; and Kansas’s Bridging Plan, which reserves three slots and provides at least $26,000 in loan forgiveness for obstetric residents who commit to practicing in rural or underserved communities for 36 months. CPI emphasizes that its work is nonpartisan. Klein, the director of the White House Gender Policy Council under former President Joe Biden, acknowledged that CPI also takes positions on abortion, Medicaid funding, and the need to address the economic and social drivers of poor health, which might rankle some conservatives. “We don’t shy away from talking about those things that we think are part and parcel of the maternal health crisis in this country,” Klein said. “That said, there are so many policies that are both evidence-based and have been tried successfully in both red and blue states, and people can see that they can have real impact.” She pointed to the federal option to extend postpartum Medicaid coverage from 60 days to 12 months that was made available during the Biden administration and has since been adopted by every state but Arkansas. Other initiatives embraced across party lines include Medicaid coverage for midwives and doulas, as well as “bundled” payments for prenatal and postpartum care. That alternative payment model, pioneered in states such as Arkansas, Colorado and Tennessee, incentivizes fixed fees to cover all healthcare services associated with pregnancy and childbirth. Advocates say it promotes more coordination among caregivers, discourages unnecessary interventions, and expands postpartum support. In addition to maternal health, the initiative is also focused on addressing family economic security, children’s well-being, and democracy and civic resilience.
Watch out for deer during mating season
PROVIDENCE – It’s deer mating season, and the Rhode Island Department of Environmental Management reminds drivers to keep an eye out for deer crossing roadways, particularly at dawn and dusk.
Mayor’s support clears the way for horse carriage ban
The City Council is expected to pass the legislation next week.
OpenAI CFO Sarah Friar Sees Cybersecurity As Potential 'Big Driver' Of Business Amid Rising AI Demand
Friar also discussed increasing agentic AI usage in Europe, while acknowledging that the region trails somewhat in adoption.
PUBLISHER’S NOTE: Busy Fall
We have a busy fall ahead of us—and that’s always good news. We like to stay busy. We’re working on two special annual publications: the CNY Business Guide and the CNY Winter Guide. Both publications are designed to reach specific audiences in the community. We’re excited about these new editions and would like to share a few details about them. Let’s begin with the Winter Guide. Winter can be challenging, but it also offers plenty to celebrate. The new CNY Winter Guide will help readers embrace the season and make it more fun and enjoyable. This year’s annual publication will feature an extensive calendar of events, compelling stories, and curated lists of things to do and see throughout the winter. This will be our 31st annual issue. It is one of the few publications—if not the only one—devoted exclusively to winter in Central New York. For advertisers, it offers a valuable opportunity to reach readers across the region. As we tell prospective advertisers, one ad works for them all season long. Rates start in the low $200s. The guide will be available at hundreds of high-traffic locations, including all Wegmans stores and select Price Chopper and Tops Friendly Markets locations. It will also be available online, with every ad hyperlinked so readers can click directly through to the advertiser’s website or Facebook page. Our network of drivers will also deliver the guide to hundreds of high-traffic locations several times throughout the winter. The publication will be out by Thanksgiving. The CNY Business Guide is a one-of-a-kind publication that many readers use as a reference. Unlike the books of lists published by business journals across the country, it comes in a glossy, full-color magazine format. It also ranks employers in four counties, with a particular emphasis on Oswego and Onondaga and substantial information about Cayuga and Jefferson. It is an ambitious project that requires extensive research, phone calls, careful fact-checking, writing and design. In short, it takes a great deal of work—and we’re glad to take on the challenge. The guide is widely distributed to business and professional readers throughout Central New York. The Business Guide gives companies an excellent opportunity to highlight their growth and expansion, showcase new products, and share other noteworthy developments. For readers, it provides a valuable snapshot of companies across the region, including what they do and who leads them. The guide will be published in early December. We invite companies to advertise in both publications. Advertising costs are relatively low, and each guide offers access to a broad audience across Central New York. Wagner Dotto is the editor and publisher of Oswego County Business Magazine.
BUSINESS UPDATE: Port Perseveres Despite Tariffs’ Negative Impact
‘We are hanging tough ... in an environment that is incredibly difficult to do business in right now,” the port’s director says By Stefan Yablonski Tariffs imposed by the Trump administration have hurt the Port of Oswego by slashing Canadian aluminum cargo volumes and reducing revenue. “We’re doing good. We are hanging tough. It is a tough time for our line of business in general, you know with these tariffs and the amount of Canadian aluminum that we see through our docks,” said the new executive director, Tom Drumm. “Compared to 2025, we are doing exceedingly well in traffic coming in; not necessarily the volumes we were seeing, but yeah we are hanging tough in an environment that is incredibly difficult to do business in right now.” “I don’t know where people get these numbers to be honest. We have never publicly stated how much our revenue is down or up or left to right. We don’t have a strong sense of those revenue numbers until the shipping season really closes up. We won’t have an accurate picture of the revenue standpoint until after the shipping season, typically in late November,” he added. “What I can tell you is several of our Canadian vessels that carry the aluminum cells — the volume of aluminum on those vessels we have seen decreasing. That is attributed to a few factors. One is where Novelis is in in their restart process. Novelis is rocking and rolling right now. They are starting to pull a lot of aluminum from the port of Oswego, the aluminum that they roll down into coils. “Another factor plainly is the tariffs. Canadian aluminum is tariffed at 50%. So, on those vessels we are seeing lower numbers than we would like. We’d like to see vessels carrying roughly 10,000 metric tons of aluminum. Over the course of this year, we have seen more in the range of 4,000 to 6,000. “Every piece of that aluminum that we receive here by vessel at the port is from Canada and is subsequently hit with the 50% tariff. It directly affects us because we’ve received less volume than we would traditionally see pre-tariff times.” When the port receives less aluminum from those vessels it means less hours for the ILA (International Longshoremen Association) as far as folks that work on the dock, he said. When cargo declines, it affects everyone, fewer hours for longshoremen, fewer loads for truck drivers, fewer rail shipments and less business for local suppliers. “Outside of the aluminum that comes in by vessel, the port topped out at having roughly 4,600 aluminum ingots stored on site at the port. That project had never been done before. The port of Oswego had never had that many of those size ingots in our yard,” he said. “It has been a busy summer for the ILA. Would we like to see more work for them? Sure. They are working all those barges when they come in, but as opposed to working 15 hours they might be working seven or eight hours. It hasn’t been a distinct decline in ILA hours. There has been plenty of work to keep our guys busy throughout the summer.” More salt “We just brought salt back to the port in several, several years. Around Harborfest time at one point we had a salt barge here with about 24,000 metric tons of rock salt and we had an aluminum barge here the same week. We had close to 40 men working,” he said. “Yeah, the other products definitely keep us busy. The salt project was a massive project, one that we are proud of. I’ve got 24,000 metric tons of salt on site that has to go somewhere — that’s going to be another project.” It is important for the port to continue to look at different products, different commodities to try to diversify some of its revenue, he said, adding, “We have done a pretty good job of that in my first five months here … particularly with the rock salt we have on site right now. It is important to continue to try to stand out and work through some projects outside our usual business. I enjoy it. It is a challenge every single day we put our head down and we try our best.”
N. Syracuse Manufacturer Marks Milestone, Plans for the Future
Air Innovations has grown from a small local manufacturer into a global business, selling its products in 74 countries organizations. Some of its clients include NASA, Blue Origin and SpaceX. By Stefan Yablonski [caption id=attachment_11117 align=alignright width=450] Michael Wetzel, president and CEO, and his father, Larry, who currently is an adviser to the board of directors. Larry served as the chairman of the board until 2024, when the company was acquired by Altus Capital Partners, a private equity firm.[/caption] Air Innovations in North Syracuse hopes to add more employees and possibly even expand its facility in the near future. The company is a global leader in designing and building environmental process control systems for applications that can’t be addressed with standard HVAC equipment, according to Michael Wetzel, president and CEO. “We customize solutions for temperature, humidity, filtration and pressurization, with additional capabilities in direct-expansion, chilled-water and thermoelectric technologies. Our business now is entirely focused on specialty or niche markets.” Air Innovations celebrated its 40th anniversary on Sept. 18, marking four decades of doing business, manufacturing products and growing in Central New York. In the beginning [caption id=attachment_11138 align=alignright width=451] A worker, Ezzy Salehi, tests a Wine Guardian condenser unit at Air Innovations.[/caption] “A guy by the name of Jim Kelley started the business [known as Floratech] in 1986. It was focused on refrigerated display cases for supermarket fresh flowers,” Wetzel said. “My father [Larry] started Clean Room Technology in the early 1980s, then sold that to a French company called Clestra Cleanroom. “My father and I bought Floratech in 1996 — 30 years ago, 10 years after it was started. Then in 1999, Floratech bought a portion of Clestra and their building. At that point everything was still called Floratech. But, as that was not reflective of the diversity of the business, we rebranded as Air Innovations in 2001.” The company rebranded to pursue a strategy of diversification in specialty HVAC systems. Wetzel explained that since then, it has become a trusted global partner, earning the President’s “E” Award for Exports and securing contracts in the most demanding fields, including aerospace, defense and semiconductor manufacturing. Air Innovations has grown from a small local manufacturer into a global business, selling nearly 70,000 units in 74 countries and territories and developing custom environmental control systems for companies and organizations including NASA, Blue Origin and SpaceX. “We work with all the big names you ever heard of and some you never heard of,” Wetzel added. The Wetzels sold the business two years ago to Altus Capital Partners, a private equity firm focused on control investments in lower middle-market, niche manufacturing companies in North America. Founded in 2003, Altus Capital Partners’ headquarters is in Wilton, Connecticut, with an additional office in Lincolnshire, Illinois. “They are an equity firm. Both my father and I both maintain a small minority share. I am going to continue to be involved. I call myself a part-time CEO. I will continue that role for the foreseeable future; I don’t see any change there.” Building to the future “We are at 58 employees right now, which is a little bit down. We had a high of 70. That moves along with the activity we have,” Wetzel said. “We’ll start ramping up here in the fourth quarter into next year. More than 20% of our employees have been with the company for more than a decade. “I am fairly certain that sometime in the next several years we are going to have to enlarge the footprint of our facility and for sure we are going to have to add employees. We already are. We are probably going to have to add five or six people next year. We are always in the market for HVAC technicians; we always need those.” Air Innovations will remain in Central New York, with its current workforce staying in place, he added. “I believe the primary driver of our success over time is the diversity of our business which is a direct result of our willingness to tackle new challenges,” Wetzel said.
Uber pay varies, falls below minimum wage in some US cities
A study reveals Uber drivers' earnings differ significantly between US cities, with some making less than minimum wage after expenses.
Cadillac bets on Ugochukwu: the promise of F3
The American team signs the 19 year old New Yorker as a test driver for 2027, fulfilling its objective of having local talent.
Mental health diversion for driver accused of killing Oakland teacher denied
Eric Hernandez Garcia, 19, will remain in jail as he awaits trial in the death of Castlemont High School teacher Marvin Boomer, a judge ruled Tuesday.
Amid on-the-job deaths, Taxi Workers Alliance calls on state to fund driver health benefits
The show of support for a taxi-driver health fund comes after a brutal summer in which four taxi drivers died on the job. All four were dealing with ongoing medical struggles.
Venables and Arbuckle recap Red River ahead of clash with No. 15 Kentucky
soonersvenablestexaskentuckyredrivermateermanning
I tried Sonos' sleek new Beam Ultra soundbar, and it packs huge Dolby Atmos sound into a small package
The new Sonos Beam Ultra improves on the standard Beam by adding up-firing audio drivers that bounce Dolby Atmos sound effects off your ceiling.
Autos Driver Assist Systems
In this image from video, Maureen August, General Motors Research Development senior manager, discusses a driving simulation with a colleague inside a control room at the automaker's Global Technical Center
Autos Driver Assist Systems
In this image from video, a control room display shows data and video from a simulated drive taking place at General Motors' Global Technical Center Friday, Sept. 18, 2026, in
China home car sales downturn continues, exports retain momentum
BEIJING, Oct 12 (Reuters) - China's domestic car sales extended their decline for a 12th successive month, while exports remained a key growth driver as automakers looked overseas to cushion
3 New Ryobi Tools Coming Out Soon (As Of October 2026)
Ryobi's upcoming tools include a 12V rechargeable drill/driver, 18V ONE+ storm prep kit, and 40V HP brushless cordless hedge trimmer.
4 Of The Biggest Drawbacks Of Driving A C8 Corvette
At this point, it is safe to say the C8 Corvette is a success, but that doesn't mean it's perfect. Owners and drivers have reported a few common drawbacks.
NASCAR Driver Calls Out Media in Blunt Social Media Post
Corey LaJoie has a question for some of the biggest names in sports media, and he isn’t keeping it to himself.The NASCAR veteran took to social media Saturday, Oct. 10, to voice his frustration with what he sees as a lack of coverage from major media companies. His comments came as the sport continues to […] The post NASCAR Driver Calls Out Media in Blunt Social Media Post appeared first on HEAVY.
F1 Singapore GP: Verstappen, Other Drivers React To Sprint Qualifying
Max Verstappen and his fellow Formula 1 drivers give their immediate reactions to Sprint Qualifying in Singapore.
Sergio Pérez Blames Bottoming Out for Singapore GP Qualifying Crash
The Mexican driver lost control of his Cadillac on turn 4 after a heavy compression into the asphalt. The impact damaged his front wing and caused the red flag. He finished twentieth but is confident he can improve his race pace.
'Bullying and anxiety' making children skip school
Mental health is one of the "central drivers of absence" for secondary school pupils, a report says.
Majority of brands lack confidence in sports sponsorship as business driver
The IPA and Sponsorship Effectiveness Forum recommend following three principles to track commercial performance.
A ‘LaPolitics’ Q&A with House Education Chair Laurie Schlegel
What do you think are the main drivers causing Louisiana student test scores to rise? House Education Chair Laurie Schlegel: A great deal of credit goes to Superintendent Cade Brumley, who was hired in 2020 and built a strong team with a clear vision. He worked with the Legislature to implement reforms focused on the […]
Charlotte Motor Speedway to host celebration of life for Kyle Busch
The event after the Trucks Series race will include Kyle Busch’s widow, Samantha, team owner Joe Gibbs and several Cup Series drivers.
One dog dead, two people injured after car crashes into Pooler grooming business
A vehicle crashed into a Pooler dog grooming business Thursday afternoon, killing one dog and injuring the driver and an employee, according to Pooler Fire officials.
These US states just said ‘no’ to Apple Wallet driver’s licenses
Apple Wallet driver’s licenses keeps expanding to more US states, but two states recently indicated they won’t launch support anytime soon.
Lewis Hamilton: Ferrari driver says team held 'huge discussions' over strategy following Bahrain GP tyre-choice blunder
Lewis Hamilton plummeted from second on the grid after starting last weekends Bahrain GP on slick dry tyres in wet conditions; watch Practice at 9.30am followed by Sprint Qualifying at 1.30pm on Friday live on Sky Sports F1 as the Singapore Grand Prix weekend begins
US grants Aurora exemption for self-driving trucks safety feature
The U.S. Transportation Department said late Wednesday it approved a five-year exemption for Aurora and other self-driving trucking companies from rules that require drivers to place warning devices around a stopped truck.
Audit lays out safety recommendations for Business Loop 70
An audit found road safety hazards for pedestrians, drivers and cyclists in need of improvements on Business Loop 70.
JLL: Consumers to increase holiday spending on dining, entertainment
Holiday spending is expected to increase this year, but gifts aren’t the main driver, according to a new report.
South Korea unveils $747 billion energy transition plan through 2035
South Korea's government on Wednesday unveiled a 1,000 trillion won ($747 billion) energy transition and decarbonisation strategy through 2035, aiming to expand renewable power, transform heavy industry and create new drivers of growth.
F1 Grid Reacts to the FIA Software Glitch in Malaysia
Formula 1 drivers and teams didn't mince words in describing the software error their cars experienced in Sepang.
Indiana BMV offices ranked nation’s best in analysis of reviews
Indiana’s Bureau of Motor Vehicles offices came out on top of a nationwide analysis of more than 1.2 million Google reviews of public vehicle registration and driver’s license offices.
'I've learned a lot ': John Mateer trusts his confidence ahead of Red River Rivalry
redriverrivalryoutexasmateermanningvenablessarkisian
Vasseur Admits Ferrari’s Mistake and Praised His Drivers
The Italian team chose slicks at the start, a wrong decision that cost them positions. Hamilton and Leclerc knew how to come back with great tire management to finish third and fourth.
$100 million Healthy Moms, Healthy Babies America announces grants to Arkansas, Kentucky
Olivia Walton says maternal health is a solvable problem, with state governments "in the driver's seat."
WHO joins Pre-COP31 to advance climate action that delivers for people’s health
The World Health Organization (WHO) is joining Pacific leaders, governments and partners at Pre-COP31 in Fiji from 5 to 8 October to advance health priorities in climate action and strengthen the Pacific voice ahead of the 31st Conference of the Parties (COP31) to the United Nations Framework Convention on Climate Change (UNFCCC).COP31, to be held next month in Antalya, Türkiye, marks an important step for global climate and health action. Health is one of the 10 priority themes of the COP31 Action Agenda, “Dynamic and Resilient Health Systems”, and a dedicated Health Day will take place on 9 November, the first day of COP31. The inclusion of health reflects growing global recognition that climate action and health are closely connected. The climate crisis is affecting population health globally. Across the WHO Western Pacific Region, which includes Pacific island countries and areas, the consequences of climate change include extreme heat, cyclones, floods, rising sea levels, food and water insecurity, infectious diseases and disruptions to essential health services. The Pacific in particular faces additional challenges. A recent review of 76 hospitals in 14 Pacific island countries found that 62% of health facilities are located within 500 metres of the sea or a river, leaving them particularly exposed to flooding, storm surges and sea-level rise.Bringing Pacific priorities to the global climate agendaThe Pacific Pre-COP31 provides an important opportunity for Pacific countries and partners to consolidate regional priorities and bring the experiences and leadership of Pacific communities into global climate discussions.Pacific countries have been advancing practical approaches to protect health in a changing climate, including strengthening climate-resilient health systems, improving preparedness for extreme weather events, building resilient health infrastructure and mobilizing climate finance for health. “This Pre-COP is an important moment for the Pacific, bringing global climate discussions to a region that has long been at the forefront of the climate crisis. It provides an opportunity for Pacific countries and areas to set their priorities, experiences and leadership on the global stage, and to ensure that the realities of Pacific communities are genuinely reflected in the decisions made on climate action,” said Dr Saia Ma’u Piukala, WHO Regional Director for the Western Pacific.Throughout this week, WHO will co-convene and participate in high-level discussions and events focused on climate and health, climate resilience, adaptation, financing and implementation. “Climate finance is essential for resilient and healthy Pacific communities,” emphasized Dr Mark Jacobs, WHO Representative to the South Pacific and Director of Pacific Technical Support. “We must ensure that financing reaches the people, communities and essential services most exposed to climate risks, supporting locally defined priorities and investments.”WHO will work with partners to strengthen the integration of health considerations across climate policies and investments, including national climate plans and resilience initiatives.Health as a driver of climate actionAmid the risks to health and pressures on health systems, well-strategized and implemented climate action can deliver significant health benefits. Investments in clean energy, sustainable transport, resilient infrastructure, food systems and nature-based solutions have proven to reduce health risks while contributing to climate mitigation and adaptation.“Climate action is truly an investment in health. Cleaner energy, healthier food systems and climate-resilient health services can protect lives while building stronger communities. We now need to turn these opportunities into action and make health a core part of climate investments,” said Dr Sandro Demaio, Director and Head of Office, WHO Asia-Pacific Centre for Environment and Health in the Western Pacific Region. “These benefits demonstrate that climate action is not only about reducing future risks. It is also an opportunity to improve lives today while building healthier, safer and more resilient societies.”At COP31 next month, WHO will also support the Health Pavilion, which will bring together the global health community and partners to advance health and equity within climate negotiations. With COP31 poised to move health higher on the global climate agenda, WHO will continue working with countries and partners across the Western Pacific Region and globally to strengthen climate-resilient and low-carbon health systems, and ensure that climate action protects and improves people’s health.____________________Media contactsElizabeth Bennett, WHO Asia-Pacific Centre for Environment and Health in the Western Pacific Region, elizabeth.bennett@who.intJulia Dongwhan Shin, WHO Asia-Pacific Centre for Environment and Health in the Western Pacific Region, dong.shin@who.intWHO Western Pacific Communications, wprocom@who.int
RFK Racing Drivers React to Keselowski Split
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Corey Day On Pole at Las Vegas; Full Focused Health 302 Starting Lineup
Corey Day may have seen his championship outlook become cloudier after a run-in with William Sawalich a few weeks ago, but on Saturday, the Hendrick Motorsports driver secured a significant track position advantage ahead of Saturday night’s NASCAR O’Reilly Auto Parts Series Focused Health 302 at Las Vegas Motor Speedway. Day took his second career […] The post Corey Day On Pole at Las Vegas; Full Focused Health 302 Starting Lineup appeared first on TobyChristie.com.
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Sandhills Community College Small Business Center expands to Moore and Hoke Counties
Small Business Center Director, Laura Kinsman. Photo provided by: SCCSandhills Community College (SCC) is launching a redesigned Small Business Center model that expands no-cost entrepreneurial support across Moore and Hoke Counties. Rooted in the College’s commitment to strengthening small businesses and entrepreneurship as drivers of economic growth, the enhanced model is led by recently appointed Small Business Center Director, Laura Kinsman. The model also includes two new Senior Business Advisors who will provide trusted expertise, stronger community connections, and individualized guidance to entrepreneurs and business owners throughout the region.Kinsman brings a unique perspective to the director’s role as both a local business owner, operating in downtown Southern Pines, and a former Moore County educator. “Her combination of education, business ownership, leadership, and community involvement make her a great fit for the Small Business Center and the work we are continuing to build across Moore and Hoke counties,” said Taylor L. McCaskill, senior director of Workforce Development & Corporate Partnerships in a press release.Kinsman is an active member of the Southern Pines Business Association and has been connected to the Sandhills Small Business Center since the beginning of her entrepreneurial journey. She looks forward to building on that experience by strengthening the Center’s partnerships and expanding its connections throughout the community.She will lead the Center's efforts to support entrepreneurs and business owners throughout Moore and Hoke County and be the connector to the North Carolina Community College System Small Business Center Network operations. The Center offers no-cost, confidential one-on-one counseling, practical workshops, and connections to the resources and partners that help local businesses start, grow, and create jobs.A key part of this new approach, only offered at SCC, is a network of Senior Business Advisors, experienced professionals who will provide individualized guidance in areas such as business planning, finance, marketing, operations, growth strategy, and problem-solving. These advisors will serve as trusted partners to entrepreneurs and business owners, helping them turn ideas into action, overcome barriers, strengthen existing businesses, and pursue new opportunities. This one-on-one counseling is available at no cost, ensuring that high-quality business support is accessible to entrepreneurs at every stage.Senior Business Advisor for Hoke County, Kenna Parks. Photo provided by: SCCKenna Parks has been named the senior business advisor for Hoke County. She is a business professional, entrepreneur, and educator who brings a unique combination of academic training and real-world business experience. She earned her Master of Business Administration (MBA) in 2017 and has built her career around entrepreneurship, marketing, business development, and helping others turn ideas into sustainable opportunities.Senior Business Advisor for Moore County, Katrin Henderson. Photo provided by: SCCAs a military spouse, she has successfully launched and operated businesses across five states, giving her firsthand experience in adapting to diverse markets, building new customer bases and understanding the importance of global reach in today’s business environment. Over the last decade, her areas of focus include business planning, marketing strategy, branding, customer development, financial preparedness, operational planning and connecting entrepreneurs with educational programs and community resources.Parks brings an especially valuable perspective to business advising because she is an entrepreneur herself. She is the owner of Glamo Society Bridal & Formal Wear in Raeford, N.C., giving her firsthand experience with the realities of launching, operating, marketing and growing a small business. She understands that entrepreneurship extends far beyond developing a great idea; it requires strategy, financial awareness, adaptability, strong customer relationships, and consistent execution.Katrin Henderson will serve as the senior business advisor for Moore County. Thriving in hospitality and retail, Henderson has enjoyed positions in Food & Beverage Management and Retail Management in various fine dining and retail establishments in the area, before opening her own children's shop in 2015, in the Village of Pinehurst. She is a native of Moore County.Quickly immersing herself in this new world of small business ownership, Henderson joined various boards and committees, including President Elect of Pinehurst Business Partners and Event Chair for the Holly Arts & Crafts Festival. She also partnered with local organizations such as Moore County Economic Development and Moore County Chamber of Commerce and Sandhills Community College Small Business Center in events and educational opportunities. In 2026, Henderson sold her shop and now offers full-time support to both new and seasoned entrepreneurs through freelance consulting mentorship and the SCC Small Business Center program.The Small Business Center team is passionate about making business resources more accessible, and ensuring entrepreneurs know they do not have to navigate business ownership alone. Through their work with SCC, they are committed to building meaningful relationships with local businesses, community organizations, and industry partners while helping entrepreneurs move from idea to strategy, strategy to action, and action to sustainable growth.“Sandhills Community College believes deeply in the power of small business and entrepreneurship because strong local businesses create jobs, spark innovation, generate investment, and strengthen the communities we serve,” said McCaskill in press release. “Through this new Small Business Center model, Sandhills is building a stronger ecosystem where entrepreneurs can connect, grow, and thrive, while helping drive long-term economic vitality throughout our region.”To learn more about the Center's services or to schedule a consultation, please contact Kinsman directly at kinsmanl@sandhills.edu or 910-695-3938.
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NASCAR Cup Series Standings After Kansas: Full Chase Points Update
Kyle Larson did more than win Sunday at Kansas Speedway. He left the track with a commanding lead atop the NASCAR Cup Series Chase standings. Larson’s victory, his fourth career Cup win at Kansas, capped a massive points day for the Hendrick Motorsports driver. He earned 76 points, the most by any driver in a […] The post NASCAR Cup Series Standings After Kansas: Full Chase Points Update appeared first on HEAVY.
WHO recognizes healthy, innovative cities across the Western Pacific Region
Nine Healthy City champions from across the World Health Organization (WHO) Western Pacific Region received special recognition at an awarding ceremony during the 11th Global Conference of the Alliance for Healthy Cities in Sydney, Australia.The WHO Regional Office for the Western Pacific has presented the Healthy Cities Recognition Awards every two years since 2004 to celebrate innovative and impactful city-led initiatives that improve the health and well-being of urban populations.Eight cities received awards for their best practices, and one National Forum received the WHO Regional Director’s Special Award in recognition of its long-standing leadership in advancing the Healthy Cities movement.Awardees were selected through a rigorous evaluation process and recognized for demonstrating measurable, innovative and sustainable approaches to health challenges faced by cities.Remarking on the significance of the awards, Dr Huong Tran, Director of the Division of Health Promotion, Disease Prevention and Control at the Regional Office, said that, “There is no single blueprint for a healthy city. What works in one context may need to be adapted to another. But by sharing our experiences, including what worked, what was challenging, and what we learnt along the way, we can help one another move faster and further.”Award-winning cities and initiativesThis year's awards recognize outstanding city-led initiatives that have demonstrated measurable impact, innovation and sustainability in advancing health initiatives for urban populations.Baguio City (Philippines) – Data for equity: informing action, improving healthDr Donnabel Tubera-Panes, City Epidemiologist – Medical Officer IV of the Health Services Office accepted the award on behalf of Baguio City. Photo credit: Maria BoyadgisBaguio City was recognized for developing a pioneering Livability Index that provides village-level data across all 128 barangays (villages), enabling evidence-based planning and more equitable allocation of resources. By integrating community participation and institutionalizing the index within city planning and budgeting processes, the city has demonstrated how data can drive action to reduce health and social inequities.Eunpyeong-gu (Seoul, Republic of Korea) – Communities living in vulnerable situations: advancing health equity through community engagementVice Mayor Honourable Ahn Hyoung Jun accepted the award on behalf of Eunpyeong-gu. Photo credit: Maria BoyadgisEunpyeong-gu was recognized for its inclusive health equity programme supporting vulnerable populations, including isolated older adults and LGBTQI+ communities. Through peer-led community networks, social cooperatives and inclusive service design, the district has strengthened access to care, promoted social inclusion and advanced community ownership of health initiatives.Madiun City (Indonesia) – Adapting and mitigating climate-related crises: building heat resilience and preventing flood-related health risksMs Yuni Dwi Purwani, Secretary General of the National Forum for Indonesian Healthy Cities/Regencies, accepted the award on behalf of Madiun City. Photo credit: Maria BoyadgisMadiun City was recognized for its SUPERMIE (Sustainable Public Environmental Management Initiative) – a community-based environmental governance model that addresses urban flooding, climate resilience and environmental sustainability. The initiative contributed to reductions in flood-prone areas, greenhouse gas emissions, diarrhoeal disease and dengue fever, while at the same time improving food security through neighbourhood food gardens. The programme has already been replicated in 15 cities and regencies across Indonesia.Macao Special Administrative Region (China) – Protecting communities from tobacco and alcohol-related harms: tackling commercial drivers of riskDr LO Iek Long, Director of the Health Bureau, Macao SAR, China accepted the award on behalf of Macao. Photo credit: Maria BoyadgisMacao SAR was recognized for implementing a comprehensive and integrated approach to tobacco and alcohol control. Through legislation, monitoring systems, enforcement, public awareness campaigns and multisectoral partnerships, the programme has strengthened protection against major risk factors for noncommunicable diseases and established a model that is highly transferable to other urban settings.Phnom Penh Capital City (Cambodia) – Safe, active and health-enabling transport: advancing health and reducing inequities in urban mobilityH.E. Khoung Sreng, Governor of Phnom Penh Capital City accepted the award on behalf of Phnom Penh Capital City. Photo credit: Maria BoyadgisPhnom Penh received the award for its Safe School Zone Project, which combines infrastructure improvements, speed management, enforcement, education and stakeholder engagement to protect children and communities. The initiative has demonstrated measurable reductions in crashes and vehicle speeds while providing a scalable model for safer urban mobility across the country.Quezon City (Philippines) – Transforming food environments: addressing policy, market and urban design drivers of health and nutritionMs Jirah Asa M. Sideco, Chief of the Nutrition Section of the Quezon City Health Department accepted the award on behalf of Quezon City. Photo credit: Maria BoyadgisQuezon City was recognized for its public food procurement policy that promotes healthier diets through government-run institutions and feeding programmes. Supported by strong policy frameworks and monitoring systems, the initiative improves access to nutritious food for vulnerable populations while serving as a benchmark for other local governments.Samarinda City (Indonesia) – Preventing violence and promoting gender equality: transforming urban systems, norms and spaces Mrs Rinda Wahyuni, Chairperson of Samarinda Healthy City Forum accepted the award on behalf of Samarinda City. Photo credit: Maria BoyadgisSamarinda City was recognized for its multisectoral approach to preventing violence and advancing gender equality. Responding to local evidence on violence against women and children, the city has positioned violence prevention as a public health priority, bringing together health services, schools, social welfare institutions, law enforcement, civil society and community leaders to strengthen prevention, reporting, survivor-centred support and legal protection. Through inclusive policies, community engagement and sustainable city financing, Samarinda has developed a locally owned and scalable model for creating safer, more equitable and inclusive urban communities.Singapore – Age-friendly cities: transforming systems to bridge generations for a healthier tomorrowDr Tan Weng Mooi, Director, Integrated Health Promotion, accepted the award on behalf of Singapore. Photo credit: Maria BoyadgisSingapore received recognition for its Healthy Precinct Framework, which translates national healthy ageing priorities into neighbourhood-level action. The initiative integrates preventive care, social support, service coordination and age-friendly environments while actively engaging older persons, caregivers and community organizations. Its expansion across multiple precincts demonstrates its scalability and long-term sustainability.WHO Regional Director’s Special AwardNational Forum for Indonesian Healthy Cities/Regencies (Indonesia)Ms Yuni Dwi Purwani, Secretary General of the National Forum for Indonesian Healthy Cities/Regencies, accepted the award on behalf of the National Forum. Photo credit: Maria BoyadgisThe WHO Regional Director's Special Award was presented to the National Forum for Indonesian Healthy Cities/Regencies (FKKSI) in recognition of its long-standing leadership in advancing the Healthy Cities movement across Indonesia. As a national platform bringing together local governments, communities, academia and civil society, FKKSI has played a critical role in promoting collaboration, capacity-building, knowledge exchange and advocacy. Its efforts have strengthened and institutionalized healthy urban development nationwide and established a model for multisectoral engagement in the Region. Healthy Cities for allThe 2026 Healthy Cities Recognition Awards highlight how cities can lead transformative action on health by addressing climate change, inequity, ageing, nutrition, mobility, social inclusion, violence prevention and the commercial determinants of health. The recognized initiatives demonstrate that local governments, communities and partners can work together to create healthier, safer and more resilient urban environments for everyone. As urban populations continue to grow across the Western Pacific Region, WHO remains committed to supporting cities in advancing health, equity and sustainable development through the Healthy Cities approach and the Alliance for Healthy Cities. ###Note to editorsSince 2004, the WHO Healthy Cities Recognition Awards have provided a platform for cities to share innovative and effective approaches to improving health and well-being. The awards recognize achievements in areas including climate resilience, healthy ageing, health equity, gender equality, tobacco and alcohol control, urban mobility, nutrition and data-driven governance. In 2026, more than 150 submissions were received from cities and local governments across the Western Pacific Region. The titles and affiliations of awardees are presented as they were at the time the photo was taken.______________For more information, or to arrange media interviews, contact: WHO Regional Office for the Western Pacific: wprocom@who.int
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Intel Panther Lake Teardown, 18A, BSPD, GAAFET, SemiAnalysis STEEL
Panther Lake debuts the first commercial implementation of backside power delivery (BSPDN), introduces Intel’s first iteration of gate-all-around (GAA) transistors, and showcases their advanced packaging capabilities with its Foveros-S assembly. With Panther Lake, Intel’s manufacturing arc has shifted from nebulous roadmaps to shipped silicon, a significant milestone on their long road back to competitive semiconductor manufacturing. To evaluate the extent of Intel’s comeback, we tore down Panther Lake. The SemiAnalysis STEEL teardown lab breaks down advanced datacenter and AI hardware. To learn more about our pipeline or to commission a teardown, contact sales@semianalysis.com. WE’RE HIRING: Architecture, floorplan, packaging, manufacturing, and labs experts. Opportunities from system to transistor and everywhere in between. Check out our Careers page. Our teardown traces 18A from its four-sheet RibbonFETs (Intel’s marketing name for GAAFETs) and gate stacks through contacts, frontside and backside wiring, and the bonded carrier. We explain how these material and integration choices improve gate control and reduce resistance, while adding capacitance, thermal resistance, and process complexity. Our measurements put Panther Lake’s 18A compute logic and TSMC N3E GPU logic at similar logic density. However, 18A does not lead TSMC N3P, N2 or Samsung SF2 in peak density. Panther Lake’s CPU cores are incremental updates, and the high-end GPU still uses TSMC N3E. Panther Lake assembles one compute tile, one GPU tile, and one I/O tile atop a passive base tile using Intel’s Foveros-S advanced packaging. Both compute tile variants use Intel 18A. The Xe3 GPU options are a 4-core GT1 tile on Intel 3 and a larger 12-core GT2 tile on TSMC N3E. Both I/O tile variants use TSMC N6. [1], [2] Our analysis centers on the PTL-U compute tile, both the 4-core and 12-core GPU tiles, as well as the 12-lane I/O tile. In conventional chips, power and signal are routed through the same frontside metal stack towards the device frontend. Power rails consume scarce routing resources near the transistors, while tall via stacks carry VDD and VSS from the coarse upper wires to local rails. Backside power delivery (BSPD) moves the main power network behind the transistor layer, to the backside, separating it from frontside signal routing. We covered BSPD and its impacts in 2024. [3], [4], [5] Intel’s BSPD implementation, branded as “PowerVia”, routes power through dedicated backside metals to nano-TSVs, which connect those rails to local source/drain (S/D) contacts. Implementing that separation requires Intel to build the interconnect stacks from both sides of the wafer. The frontside comprises the M0-M14 signal stack, while the backside comprises the BM0-BM5 power stack. M0 and BM0 are closest to the transistors. The nano-TSVs connect the two sides, but Intel patterns and etches each via from the front after forming the contacts. A narrow via runs from the side of the contact deep into the silicon substrate. Intel then completes the frontside signal metal stack, bonds the wafer to a carrier, flips it and removes the original substrate until the buried via tips are exposed. The backside metal stack is then deposited directly on the revealed vias. The nano-TSV and backside-via profiles taper in opposite directions because Intel forms them from opposite sides of the wafer. The transistor structures form the FEOL. Local contacts and nano-TSVs connect them to the wiring. M0 begins the frontside interconnect stack. The silicon carrier remains attached above the frontside interconnects. It supports the device wafer during substrate removal and backside processing and remains part of the finished chip’s thermal path. PowerVia removes the main power distribution from the congested frontside metals, routing supply through shorter and wider backside wires. Its lateral landing still occupies area in the standard cell, so it recovers less cell area than a direct backside contact. [3] Nano-TSVs beside the logic devices carry VDD or VSS from the backside power network, while signal connections continue upward through the frontside metals. Backside Interconnects Samsung SF2 data is included for comparison to Panther Lake’s within this article. SF2 is the incumbent GAA foundry node but lacks BSPD, serving as a useful reference to evaluate 18A. A full teardown of Samsung’s S26 products, processed on SF2, will be shared soon.Nanosheet-cut EDS comparison. The PowerVia supply path runs from the backside Cu rails through Mo-lined W nano-TSVs to the local transistor contacts. In this cross section, the tapered connection spans roughly 150 nm from the contact level to BM0. The Ta liner confines Cu and promotes adhesion to the surrounding stack; the AlOₓ etch stop controls the next dielectric etch above the rail. Dielectric beneath the ribbons electrically separates the devices from the backside wiring and removes the conducting silicon body below the channel. [6] AlOₓ serves as an etchstop (ES), enabling endpointing and protecting the underlying layers. Low-volatility aluminum fluoride reaction products resist the fluorinated plasma, allowing a thin AlOₓ film to protect the metal while the surrounding low-k dielectric is removed. [6], [7]. While the BM0 and layers above the M1 lines show double AlOx layers, Our SMIC N+3 teardown showed single AlOₓ layers. SMIC uses a simpler local AlOₓ substack, while the remaining cap and etch sequence provide the required landing protection. So why double layers? The closely spaced AlOₓ doublets provide two protected endpoints in the etch sequence. Intel documents an AlOₓ/SiN/AlOₓ stack that explains the benefit. The main dielectric plasma etch stops on the first AlOₓ film; a selective wet clear opens that film; a second plasma etch removes the intermediate SiN and stops on the second AlOₓ film. The final wet clear exposes the metal landing surface. SiN is the intermediate dielectric in Intel’s published example. [8] The second stop protects the metal through a cap breakthrough. Wide openings can etch faster than narrow ones, and etch depth varies across the wafer. Metal under an early-clearing opening would otherwise be exposed while other openings still need more etching. Staged protection widens the process window and reduces metal erosion, corrosion and void formation. [8] TSMC documents AlN/AlOₓ/SiOC/AlOₓ above Cu, with AlN blocking Cu diffusion, and a simpler AlN/SiOC/AlOₓ variant that omits one AlOx film. [9] Levels with different opening sizes, aspect ratios, pattern densities and cap materials need different etch margins. A double AlOx stop is useful where another protected endpoint justifies the added processing. The extra film adds formation, selective opening and cleaning steps, plus another set of interfaces to control adhesion, moisture, and stress. These blanket films are opened through the existing via pattern, so each film does not require another lithography mask. AlOₓ adds parasitic capacitance when it replaces lower-k dielectric; two thin AlOₓ films can nevertheless contain less AlOₓ than one thick film. Total thickness, placement, and theintermediate dielectric determine the electrical cost. Deposition chemistry also changes AlOx permittivity and residual hydroxyl content, which can oxidize the underlying metal. [7], [8], [10], [11] The backside stack separates into relatively fine BM0-BM2 wiring near the devices and coarser BM3-BM5 power distribution. The largest pitch increase occurs between BM2 and BM3. BM0’s pitch closely matches the logic-row height, fitting local power delivery to the cell rows. Higher levels aggregate current through larger conductors: routing density becomes less important than low resistance and current capacity as the network approaches the package. This hierarchy provides wide power wiring for the power delivery network without consuming scarce frontside signal-routing resources. [3] The SemiAnalysis STEEL teardown lab breaks down advanced datacenter and AI hardware. To learn more about our pipeline or to commission a teardown, contact sales@semianalysis.com. WE’RE HIRING: Architecture, floorplan, packaging, manufacturing, and labs experts. Opportunities from system to transistor and everywhere in between. Check out our Careers page. Frontside Interconnects Intel 18A combines Mo-lined W contacts and nano-TSVs with a separate backside Cu power network. Samsung SF2 keeps power on the frontside, using Ti-based contact interfaces and Ta-based barriers and Co liners around Cu wiring. In 18A standard-cell rows, backside power rails supply the devices through nano-TSVs within the cells, freeing frontside routing resources. Samsung’s M0 accommodates both power and signal connections. From the device toward M0, the connection runs through a Ti-based S/D interface, W contact fill, a Mo-lined W via, and the Cu M0 wire. Mo supplies a conductive nucleation and adhesion layer for W, replacing the resistive TiN liner used in conventional W integration. This increases the effective conduction volume within the feature while retaining W fill and its established polishing, cleaning and etching processes. Intel’s Mo/W patent describes this integration tradeoff. The nano-TSV uses the same Mo-lined W construction in the backside supply path. [12] The move from TiN to Mo is an incremental change. While a full Co or Mo fill can also reduce the volume lost to liners in very small features, it requires new integration schemes that increase complexity and risk. Cu remains attractive for wider wires due to its low resistance. As wires and vias shrink, the diffusion barrier consumes an increasing fraction of their cross-section. [12], [12], [14] Intel uses Co/Ru liners at M0-M1, Co at M2-M4, and Nb at M5-M9. The lower-level liners help Cu adhere and reduce void formation during trench fills. Applied Materials’ Endura has new thermal control that facilitate wetting process, so the thin film continuity is good enough that good capillary pressure will drive Cu atoms to the via bottom without voiding. Intel’s choice to use Nb is particularly interesting. Intel’s Nb patent describes a conductive diffusion barrier intended to reduce the barrier’s contribution to resistance relative to conventional Ta-based barriers, particularly at via bottoms where all current crosses the barrier. The patent pairs Nb in coarser levels with the option of lower-cost PVD processing. [15], [16] The upper metal layers support thicker barriers formed through physical vapor deposition (PVD) despite its worse coverage and uniformity. Meanwhile, the lower metal layers require thinner barriers deposited through conformal atomic layer deposition (ALD). Co/Ru adds another material interface and requires controlled deposition and Cu fill. Changing liners and barriers by metal layer allows Intel to optimize interconnect resistance, process complexity, and reliability. [15, 16] RibbonFET, Intel’s name for its gate-all-around FETs (GAAFETs), replaces the FinFET’s vertical fins with four stacked horizontal silicon nanosheets, allowing the gate to surround the channel on every side. The path to GAAFET begins with the planar transistor. A planar MOSFET places the gate above the channel between its source and drain. Pairing an NMOS with a PMOS transistor creates a CMOS inverter, in which the NMOS pulls the output low for a high input, and the PMOS pulls it high for a low input. The gate must retain electrostatic control of the channel to ensure clean switching. As gate lengths shrank, the drain began to compete with the gate for that control, increasing off-state leakage. Electrostatic control was restored through an architectural evolution that raised the channel into a vertical fin and wrapping the gate around three sides. Called “FinFET”, this new architecture packed more effective channel width into a smaller footprint. Further scaling made it harder to maintain both drive current and leakage within smaller cells, and reintroduced the same problems planar MOSFETs faced. Nanosheet GAAFETs close the fourth side by replacing the vertical fin with a stack of horizontal nanosheets, each surrounded by the gate. The tighter electrostatic control suppresses leakage at shorter gate lengths while stacking adds effective channel width within the cell footprint. In a FinFET process, channel width changes in discrete steps as designers must add or remove whole fins. Nanosheet width can instead be adjusted continuously within the process’s design rules. Wider sheets increase drive current, while narrower sheets reduce capacitance at the cost of drive current. Intel 18A uses stacks of four nanosheets each and varies their widths across logic and SRAM. At the process level, adding more sheets to each stack increases effective channel width and drive current, but complicates fabrication. RibbonFET vs MBCFET Samsung began GAAFET production in 2022 with SF3E, following with SF3 and now SF2. Its ‘MBCFET’ provides a useful structural comparison with Intel’s first RibbonFET implementation. [17] STEEL is digging deeper into SF2, used in the Exynos 2600, and TSMC’s GAAFET N2, used in Apple’s A20 Pro, in upcoming newsletter articles. We’re throwing some teasers on X. Let’s compare Samsung SF2’s MBCFET with Intel 18A’s RibbonFET. Subscribe Even to the untrained eye, Intel’s extra nanosheet is obvious. Intel stacks four ribbons to Samsung’s three. Samsung’s sheets are much wider in these fields, so both sheet count and width matter to the available channel perimeter. Sheet width also changes which silicon surfaces carry current. On conventional (001) silicon, wide nanosheets emphasize the broad top and bottom surfaces, favoring electron transport; the larger sidewall contribution in a narrow sheet favors hole transport. Thinner sheets improve gate control but increase confinement and scattering. This makes width and thickness part of the NMOS/PMOS balance, alongside strain and threshold voltage. [18], [19] GAAFET designs like 18A use different work-function-metal (WFM) stacks for NMOS and PMOS. Around each ribbon, a thin SiOx interfacial layer separates the silicon channel from the HfOx high-k dielectric, with La providing dipole tuning and the WFM wrapping the dielectric. NMOS uses a TiAl-based stack, while PMOS uses TiN WFM. W fills the remaining gate trench, providing a lower-resistivity path where the work-function layers are no longer needed. In this field, the PMOS stacks leave room for W between ribbons, while the NMOS stacks occupy more of those gaps. A silicon-based dielectric marks the P/N boundary, allowing the PMOS and NMOS gates, sharing the same gate trench, to be processed sequentially. Fast logic paths, retention circuits, and SRAM need a family of threshold options. Changing threshold without substantially changing device dimensions, capacitance or fabrication complexity is valuable. FinFET processes typically use different work-function-metal stacks. In a four-ribbon GAA stack, the narrow sheet-to-sheet gap limits how much WFM can fit around each channel. La in the gate dielectric creates interfacial dipoles at the SiOx/HfOx boundary, shifting effective work function and tuning threshold voltage. This gives Intel another control alongside its NMOS and PMOS WFM stacks. Low-threshold devices improve critical-path drive; higher thresholds reduce leakage elsewhere. Dipole tuning is especially useful in GAA because it changes threshold without consuming the narrow intersheet gap with thicker WFM. Precise control of La incorporation, diffusion and interface quality has long been a challenge, limiting viability in high volume production but is now seen from every leading-edge foundry. Intel’s patent describes depositing a dipole-forming oxide above HfOx and annealing it toward the interfacial oxide before completing the work-function and fill metals. This separates threshold tuning from the space available for metal. Newer research addresses the thermal cost: imec’s 2026 dipole-middle research inserts the shifter between two HfOx depositions, shortening the diffusion path while protecting SiOx during patterning. [20], [21]Matched-cut EDS, Intel 18A (left) vs. Samsung SF2 (right). Intel retains raised source/drain epi beneath its contacts, while Samsung recesses W deep into the epi to form a V-shaped Ti-lined interface. The deeper contact increases metal-to-semiconductor area and shortens the current path from the lower sheets, reducing contact and spreading resistance. It also removes epi volume and brings the contact etch closer to the channel ends. Retaining more epi preserves the material available for strain transfer, especially from SiGe into PMOS. These geometries balance contact access against stress engineering and etch margin. [22], [23] Samsung stacks three sheets to Intel’s four ribbons, and both processes use sheet width to tune drive strength. In our Samsung cross-sections, widths range roughly from 19 to 30 nm in the NPU rows and 37 to 50 nm in the CU cell. The Samsung nanosheets taper, with the widest sheet at the bottom and the narrowest at the top. Both processes use HfOx gate dielectric and Ti-based work-function stacks, with Al in the NMOS stack. In the Samsung devices shown here, the dielectric and WFM occupy the intersheet gaps, leaving W above the top sheet. Intel’s PMOS stack leaves more room between ribbons, and W fills those gaps while the thicker NMOS stack leaves W mainly in the upper trench. Gate-stack EDS maps. The W between Intel’s PMOS ribbons provides a conductive path close to the lower gates. Where WFM fills the entire gap, the gate still surrounds the channel, but voltage reaches it through the more resistive work-function films. Thinner WFM and dipole tuning preserve room for low-resistivity fill; Mo and Ru are alternative fill metals being developed for further scaling. [24] A masked, sequential WFM flow explains the different gate heights and inter-nanosheet fill. The proposed sequence below shows how separate NMOS and PMOS work-function steps produce that geometry. Enabled by the BSPDN process, Intel replaces the dense-logic silicon subfin with dielectric, removing the parasitic conduction path below the ribbons and reducing substrate-related capacitance. A retained silicon body as in classical, non-SOI, planar and FinFET designs needs junction and punchthrough-stop engineering to suppress leakage. Dielectric isolation makes that leakage less sensitive to the subfin doping profile but adds removal and fill steps. It also weakens the direct thermal path through silicon, making the contacts, metal stacks and package more important for heat extraction. [24], [26] Fluorine is concentrated around selected Intel device structures in the maps. WF6 is a standard precursor for W nucleation and fill, while barrier films protect adjacent dielectrics from fluorine attack. Low-fluorine W processes reduce the residual-F burden. Chloride-based precursors avoid introducing F during W deposition, but require control of chlorine attack, nucleation and fill quality. The integration target is a continuous, low-resistance W path with a thin protective liner and minimal chemical damage to the surrounding stack. [20], [27], [28] The SemiAnalysis STEEL teardown lab breaks down advanced datacenter and AI hardware. To learn more about our pipeline or to commission a teardown, contact sales@semianalysis.com. WE’RE HIRING: Architecture, floorplan, packaging, manufacturing, and labs experts. Opportunities from system to transistor and everywhere in between. Check out our Careers page. We measured cell height, gate pitch, metal geometry, and ribbon dimensions at the XTEM sites shown below. The tables group these dimensions by site and device polarity. Our “sheet cuts” cross the silicon channel and show the ribbons end-on. “gate cuts” run along the channel through successive gates. The 18A logic cell dimensions point to a five-track logic library while the N3E and Intel 3 cell dimensions evidence a seven-track logic library. The DDR-PHY uses wider M0 wires and much larger spacing than core logic. That trades routing density for lower wire resistance and weaker coupling between neighboring nets. The geometry suits the current delivery and coupling requirements of analog, clock, and I/O circuitry. PowerVia lets 18A combine a compact cell height with wider M0 geometry by moving the main power rails off the signal-routing tracks. That relaxes local wire scaling while preserving a small cell footprint. Cell height and gate pitch set the geometric density; pin access and routability determine how much of it a real block can use. [29] The biggest takeaway from our gate-pitch measurements is that Intel 18A compute logic and TSMC N3E GPU logic have similar density in the Bohr representative-cell model. The 18A example is 18.6% denser than the Intel 3 GPU example. Gate pitches are nearly identical across the three sites, so cell height drives most of the difference. The Bohr model combines a four-transistor NAND2 spanning three gate pitches and a 32-transistor scan flip-flop (SFF) spanning nineteen pitches, weighting their densities 60:40. The sensitivity column shows how independently changing cell height and gate pitch by ±1 nm changes the result. This compares representative cell geometries; whole-die density also depends on cell mix and placement. The 18A P-core gives M0 substantially more metal cross section than the N3E vector engine. Treating each profile as a trapezoid gives 2.63 times the area per line and 1.84 times the area after normalization by routing pitch. The larger section reduces the geometric contribution to line resistance and lowers current density for a given current. Taller and wider wires also add capacitance, so circuit delay depends on the balance of resistance and capacitance. The DDR-PHY has less metal area per routing width than the 18A core fields, while remaining above N3E. [30] Area = height × (top CD + bottom CD) / 2, including liners. Area/pitch normalizes by routing width. Taper is the symmetric sidewall angle from vertical, with the largest angle belonging to the DDR-PHY. Compute tile The measurements show how ribbon dimensions and gate-stack geometry vary across the compute tile and between NMOS and PMOS to balance channel drive, gate load and the space needed for the dielectric/WFM stack across logic, SRAM and the DDR-PHY. Width mainly changes available channel perimeter; thickness also changes electrostatic control and carrier confinement. Gate-stack thickness then determines the space left for low-resistivity fill P-core and LP E-core logic Both the P-core and LP E-core use multiple nanosheet widths. Widths are measured on high-magnification XTEMs while wider-field images demonstrate additional width choices within the LP E-core. Multiple widths are expected even within an LP E-core. Timing-critical paths, buffers and cells with different fanout need different drive strengths. The lower-magnification fields show this width diversity beyond the sites quantified in the table. L2 and L3 SRAM GAA gives SRAM designers another way to balance the pull-up (PU), pass-gate (PG), and pull-down (PD) transistors. FinFET bitcells set device strength through fin count while GAA adds nanosheet width as a sizing knob. In a 6T SRAM cell, a strong pull-down relative to the pass-gate limits read disturbance, while a strong pass-gate relative to the pull-up improves writability. During a write, the pass-gate and write driver pull the node storing “1” below the inverter trip point. During a read, the pull-down holds the node storing “0” low. Bias, threshold voltage, mismatch and assist circuitry set the remaining margin. FinFET high-current cells commonly use a PU:PG:PD fin-count pattern of 1:2:2, a device-sizing ratio rather than a current ratio. Ribbon width lets Intel balance SRAM strengths without adding whole fins. The L2 cell uses its narrowest ribbons for PU and widest for PD, improving writability and read stability respectively. Intel’s disclosed HCC operates without assist; its denser HDC uses negative-bitline write assist. Pulling the selected bitline briefly below ground increases pass-gate overdrive so it can overpower the pull-up at lower supply voltage. That buys density and low voltage writability at the cost of boosting circuitry, switching energy, and additional voltage stress that must be controlled. [31], [32] Four rectangular ribbons give the perimeter = 8 × (width + thickness), before corner rounding. PG/PU is 1.49 and PD/PG is 1.16. The L3 structures closely resemble L2 in layout and cell height. Fewer L3 nanosheet widths are tabulated because fewer high-magnification images were available. DDR PHY The DDR-PHY trades density for controlled analog behavior and reliable off-chip signaling. It contains drivers, receivers, delay circuits, and calibration logic that set drive strength, sampling time, and voltage margin. Repeated four-sheet devices with similar widths fit the use of regular transistor units for matching and programmable drive. Its wider local wiring provides room for current delivery and separation of sensitive signals, while consuming more area than a dense core-logic grid. The layout serves the memory channel’s electrical requirements as well as digital logic density. [33] The SemiAnalysis STEEL teardown lab breaks down advanced datacenter and AI hardware. To learn more about our pipeline or to commission a teardown, contact sales@semianalysis.com. WE’RE HIRING: Architecture, floorplan, packaging, manufacturing, and labs experts. Opportunities from system to transistor and everywhere in between. Check out our Careers page. Intel 3 GPU devices Vector engine logic Intel 3’s XVE logic uses two-fin PMOS and NMOS devices with power rails in M0. Its cell height and M0 pitch give a seven-track geometry, two tracks more than the 18A logic. One-fin groups also appear among the two-fin devices. Intel 3 L2 SRAM The Intel 3 L2 SRAM uses the familiar HCC sizing pattern: one PU fin, two PG fins, and two PD fins. N3E GPU devices Vector engine logic The N3E XVE field contains repeated two-fin devices with seven-track cell geometry. N3E remains a FinFET process, giving Panther Lake a direct FinFET-to-RibbonFET comparison. N3E L2 SRAM The N3E L2 SRAM uses the same PU:PG:PD fin-count pattern of 1:2:2. Panther Lake-U follows Lunar Lake’s floorplan quite closely. Both pair 4 P-cores with 4 LP E-cores and NPU, media and display engines in similar locations. Lunar Lake also uses Xe2, the direct predecessor to Panther Lake’s Xe3 GPU. This makes Lunar Lake the most direct basis for our comparisons. Arrow Lake differs in core count and uses the older Xe-LPG GPU architecture, so we only use it where it offers a more direct component-level comparison. Compute tile Panther Lake compute-tile floorplans remain sparse even months after launch. Intel 18A’s backside metal and dielectric stack must be removed without damaging the underlying structures before a clean transistor-level floorplan can be imaged. Most published die shots hide or heavily process the background, but we are quite proud of the die shot we achieved and are excited to show the work we have done. We measured the areas of the key components on the compute tile and compared them with their Lunar Lake predecessors on TSMC N3B. These help us to capture changes in block area and compare the two chips across process nodes and designs. Our total tile areas exclude the scribe-line area. The compute-plus-GPU subtotal below uses the PTL-U compute tile and GT1 GPU; it excludes the I/O tile and passive base. Individual block areas use the boundaries marked on the floorplans The compute-plus-GPU row is recomputed from the displayed PTL-U and GT1 areas. Component rows use their stated per-region counts and are not an additive partition of the whole tile. The P-core area remains almost unchanged between Lunar Lake and Panther Lake, despite L2 capacity increasing from 2.5 MiB to 3 MiB. Arrow Lake uses the same Lion Cove core as Lunar Lake but also has a 3 MiB L2. Cougar Cove fits 20% more L2 into the same P-core area. The larger private cache keeps more of each core’s working set close to its execution units, reducing access to shared L3 and DRAM. Extra capacity adds storage leakage and lookup energy, so designers balance it against avoided lower-level accesses. The shared P-core L3 cache also shrank by 14.8%. [2] Cougar Cove combines a similar footprint with Intel’s reported power-efficiency improvements. RibbonFET’s tighter channel control reduces leakage, while PowerVia reduces supply droop and allows tighter voltage guardbands. [1] Darkmont’s four-core LP E-core cluster is 5.0% smaller than Skymont’s on Lunar Lake, with most of the reduction in its L2 regions. The 1 MiB region shrank by 8.4% and the 1.5 MiB region by 14.9%. The tag arrays also use one fewer visible row. Tags identify which memory addresses the data array holds, so rearranging them changes the cache’s layout and wiring without requiring less data capacity. [2] The LP E-cores share one L2. This pools capacity and avoids duplicating all the cache machinery, but the four cores contend for its banks and bandwidth. Their separate cluster also keeps light work away from the performance cluster and its L3, allowing that larger domain to sleep. [1], [2] Cache area includes more than the storage cells. Tags identify each line, decoders select rows, sense amplifiers read the small bitline signal, and wires connect to the banks. Splitting an array into smaller sections shortens wordlines and bitlines, improving access speed, but duplicates peripheral circuits. Panther Lake’s smaller cache regions therefore reflect the complete memory implementation, including how much of each region is devoted to storage. [34] Unlike Meteor Lake and Arrow Lake, Panther Lake has no separate SoC tile. The NPU, LP E-cores, memory controllers, PHYs, media and display engines now share the compute tile. This removes an active die and keeps CPU memory traffic on one die. The cost is moving PHY and I/O-related circuitry onto 18A: drivers, receivers and analog circuits must still meet external voltage, loading and signal-integrity requirements, so their area does not shrink like dense digital logic. [1], [2] The biggest shrink comes from the NPU, which occupies 36.9% less area. NPU 5 consolidates the same total INT8 MAC count into half as many neural compute engines. Each of the three NCEs has a larger MAC array to make the complete NCE envelope 22.6% larger than an NPU 4 engine. Consolidation also halves the number of scratchpads and SHAVE DSPs, from 12 to 6. The MAC array handles matrix multiplication and convolution, while SHAVE executes vector and custom operations that fit the array poorly. [1], [2], [35] The paired floorplans identify each NCE envelope and its scratchpad, MAC, and SHAVE regions. Each measured MAC polygon is counted once per NCE in the area accounting below. The scratchpads store weights, activations, and intermediate results near the MAC arrays, allowing repeated use without fetching them again from DRAM. Halving their number delivers the largest measured area saving but leaves less local storage for the same total MAC count. Layers that no longer fit locally require smaller working tiles or more transfers of intermediate data. The benefit depends on keeping the enlarged arrays busy while managing that tighter storage budget. [36] NPU 5 also adds native FP8. Using half the operand width of FP16 reduces storage and transfer demand, helping workloads fit the smaller local memory budget. Lower precision and format-dependent range make scaling and model validation part of deployment. Hardware activation functions further reduce work that would otherwise occupy the programmable DSPs. [1], [2] Microsoft requires an NPU to deliver at least 40 TOPS for Copilot+ PCs. Both Lunar Lake and Panther Lake meet this threshold, but Panther Lake uses significantly less silicon. GPU tiles Panther Lake is Intel’s first product with Xe3, its latest GPU architecture. It offers two different GPU tiles: a smaller GT1 tile with 4 Xe3 cores on Intel 3 and a larger GT2 tile with 12 Xe3 cores on TSMC N3E. Panther Lake allows us to compare the same GPU architecture across both Intel 3 and TSMC N3E. Wildcat Lake adds a third Xe3 implementation on Intel 18A. A future newsletter will detail Xe3 and its implementation differences across all three process nodes. GT2 scales Xe3 to a different physical layout, with render slices arranged vertically instead of GT1’s horizontal arrangement. Slice placement sets the distances to shared cache banks and the D2D interface. Those wires consume area and add delay, so scaling the number of Xe cores also requires a new balance of cache placement, routing and timing. [1] What’s immediately obvious is that the GT2 tile on TSMC N3E has much smaller Xe cores than GT1. These block areas include logic, caches, and routing. An Xe core on the GT1 tile is ~69% larger than one on Lunar Lake, and ~55% larger than one on GT2. Intel 3 therefore uses substantially more area per Xe core. The block-area gap exceeds the measured logic and SRAM density gaps, bringing routing, timing targets, cell mix, and floorplan allocation into the comparison. The measured vector/matrix engine region is almost unchanged between Lunar Lake and Panther Lake’s GT2 tile. Xe3 retains eight 512-bit vector engines and eight 2048-bit XMX engines per core. Its gains also come from feeding those engines more effectively: more resident threads hide stalls, and variable register allocation lets shaders trade registers per thread against the number of threads kept active. [1] The shared L1/SLM capacity increased by 33% from 192 KiB to 256 KiB, while its area increased only 5%, raising effective density by 27%. L1 retains reused cache lines, while software-managed SLM lets a thread group share data locally. Both reduce traffic to more distant memory. Allocating more SLM per group can also limit how many groups reside on a core at once. [1], [37] The GT1 tile carries 4 MiB of L2 against 16 MiB on the GT2 tile. GT1 divides its L2 cache into four 1 MiB banks, while GT2 uses eight 2 MiB banks. Each bank contains 128 macros, but each N3E macro stores 16 KiB, twice the Intel 3 macro’s 8 KiB capacity. The N3E macro is only 54% larger while holding twice as many bits, giving it 30% higher density: ~23.7 Mbit/mm² versus 18.3 Mbit/mm². Including bank-level circuitry, the gap widens to ~16.9 Mbit/mm² on GT2 versus ~10.4 Mbit/mm² on GT1. GT2 gains density with its macros storing more bits per unit area, and those macros occupy more of each cache bank. Larger macros spread decoder and sense-amplifier overhead across more storage, while a more compact bank layout reduces the share spent on control and routing. The compromise is longer wordlines and bitlines that carry more capacitance. [34] I/O tile Panther Lake uses two I/O tile variants, both fabricated on TSMC N6. The smaller one provides 4 PCIe 5.0 and 8 PCIe 4.0 lanes and serves lower-tier systems as well as those without a discrete GPU, while the larger one adds 8 PCIe 5.0 lanes, bringing the total to 20 lanes, for discrete-GPU connectivity. Panther Lake SKUs with the larger 10- or 12-Xe GPUs use the smaller I/O tile. [38] The smaller I/O tile adds a PCIe 4.0 block and a Thunderbolt block to Lunar Lake’s I/O layout, providing four additional PCIe 4.0 lanes and another Thunderbolt 4 port. Its repeated N6 blocks retain nearly identical areas and layouts. Reusing these proven PHYs and controllers avoids porting and requalifying external interfaces on 18A, where faster digital logic offers less benefit to circuits constrained by the off-chip link. [38] SemiAnalysis’s teardown lab (STEEL) dives deep into the world’s advanced datacenter and AI hardware. To learn more about our pipeline or to commission a teardown, contact sales@semianalysis.com. We’re hiring technical experts from system to transistor and everywhere in between. Check out our Careers page. Panther Lake offers scalability and modularity through its disaggregated packaging that partition compute, GPU, and I/O silicon into separate tiles allowing for a suite of tile configurations. This partitioning makes the package part of Intel’s node economics as it determines how much leading-edge wafer area each product consumes, which functions can remain on other processes, and how much configuration freedom Intel can offer from a shared set of tiles. Furthermore, fabricating the compute and GPU tiles separately confines the new 18A process to the compute tile and allows graphics and I/O to use other, more established, and more cost-effective processes. For Panther Lake, the GPU and I/O tiles are assembled alongside the compute tile on a passive silicon base using Foveros-S. Intel’s current technology brief lists a nominal 36 µm pitch for Foveros-S. Through-silicon vias (TSVs) in the base connect the fine wiring above to the larger package connections below. The functional tiles sit side by side on that passive base in a 2.5D configuration. [39] Our cross-section through the compute and GPU tiles shows the package’s wiring hierarchy. Microbumps connect each active tile to the passive silicon base; its fine redistribution layer (RDL) carries the short, dense tile-to-tile links. TSVs carry connections through the base to the package substrate, which fans them out to the much coarser motherboard solder joints. The base supplies interconnect, while computation remains in the active tiles above it. [39] At the compute-tile edge, the higher-magnification inset shows a local microbump spacing of approximately 25.24 µm and a feature width of 12.33 µm. These local spacings are finer than Intel’s nominal Foveros-S value. The X-ray fields further confirm tighter neighboring bumps, consistent across every die-to-die area found on each tile. Additional X-ray analysis is offered after the paywall. Putting the memory controller beside the CPU removes the D2D transfer that CPU memory requests required in Meteor Lake and Arrow Lake. This avoids the extra transmitter, receiver, and link traversal, saving interface energy and latency. Panther Lake’s separate GPU still crosses a D2D link to reach DRAM, so its larger local caches also help contain package traffic. [1], [40] Smaller dies are less likely to contain a random fatal defect, and screening them before assembly prevents one bad tile from consuming a complete package of good silicon. Reuse also spreads design and qualification work across more products. Against those gains, Intel pays for the passive base, D2D circuits, extra bonding and test steps, and losses during assembly. Cost per working product across the portfolio captures the combined effect of wafer yield, reuse, test, and assembly. [29] Wildcat Lake packaging Intel launched Core Series 3, formerly Wildcat Lake, on 16 April 2026 for value mobile and edge systems. Wildcat Lake keeps 18A but removes the passive base and combines more functions on one die to simplify the package. The two products therefore reveal two distinct ways to commercialize the same leading-edge process. [41] Wildcat Lake’s 18A die combines up to two Cougar Cove P-cores, four Darkmont LP E-cores, two Xe3 cores and a smaller NPU. A separate platform-controller die supplies I/O, connected through UCIe, Intel’s first processor implementation of the standard. Consolidating graphics remove a tile boundary and the passive base, reducing assembly complexity for a modest-bandwidth value product. It also ties CPU and graphics scaling to the same die, giving up Panther Lake’s ability to swap in a much larger GPU. [42], [43] In July 2021, Intel CEO Pat Gelsinger set out an ambitious process roadmap aimed at regaining performance leadership by 2025, later described as five nodes in four years. Five years and one CEO later, Intel’s comeback story is not as unambiguously positive as Pat may have hoped. [44], [45] Intel once set the pace for process technology, bringing high-k metal gate technology and FinFETs into volume production years ahead of the rest of the industry. Its 22 nm FinFET process reached consumers with Ivy Bridge in 2012. [46] Intel’s integrated device manufacturing (IDM) model allowed its architects and process engineers to co-optimize products and processes. Starting with Sandy Bridge, Intel dominated x86, while AMD struggled with Bulldozer. That lead faltered at 14 nm and broke at 10 nm. Intel targeted a massive 2.7× density increase, but the node arrived years late and required several revisions before it could support Intel’s full lineup. This delay forced Intel to stretch 14 nm across six generations, while TSMC moved ahead in process technology and AMD recovered in x86. By 2019, Intel was still shipping 14 nm across most of its product stack, with its 10 nm client ramp focused on Ice Lake mobile processors. Meanwhile, TSMC was shipping N7 and N7+, and AMD’s Zen 2 compute chiplets used N7 to raise core counts and improve efficiency. Intel’s process failures were central to its decline, but unsound business decisions furthered their downward slide. Product delays compounded product mistakes, pushing client, server, and FPGA roadmaps off schedule. Several attempts to enter AI (Nervana and Gaudi) and networking (Tofino) also failed to establish lasting businesses. Intel’s recovery has focused on consumer CPUs and advanced packaging. Tiger Lake, Alder Lake, Lunar Lake and now Panther Lake have restored Intel’s consumer roadmap. On the process side, Intel 4 shipped with Meteor Lake, Intel 3 with Granite Rapids and Sierra Forest, and Intel 18A with Panther Lake. Intel has also made advanced packaging part of its foundry offering. However, Intel is still playing catch-up in servers. Several Xeon generations arrived years late and trailed contemporary AMD and Arm server CPUs in performance, efficiency, and core count. The process roadmap is back, but Intel does not hold the same process-technology leadership position it held prior to 10 nm. The introduction of gate-all-around nanosheets and backside power delivery are two of the biggest changes to transistor integration in a decade. Intel took on both changes at once: 18A paired its first RibbonFET with PowerVia in Panther Lake. Panther Lake is a substantial manufacturing milestone. Our cross-sections show how RibbonFET and PowerVia reshape local contacts and wiring, while the floorplans show where architectural consolidation and process choices save area. A sustained competitive lead depends on product performance, cost, yield, and the next implementation. The SemiAnalysis STEEL teardown lab breaks down advanced datacenter and AI hardware. To learn more about our pipeline or to commission a teardown, contact sales@semianalysis.com. WE’RE HIRING: Architecture, floorplan, packaging, manufacturing, and labs experts. Opportunities from system to transistor and everywhere in between. Check out our Careers page.. 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