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Jewel on Emotional Inheritance, Mental Health, Motherhood, More
Singer-songwriter Jewel sits down with TODAY’s Jenna Bush Hager and Sheinelle Jones to talk about her nonprofit, Inspiring Children Foundation, and the #NotAloneChallenge. She opens up about growing up in Alaska and overcoming challenges from her childhood. Jewel also talks about motherhood: “I really love being a mom. I wanted to be a mom, and I was in a really privileged position that I could change a lot of my life to make sure my son was the center,” she shares.
Play USA TODAY's College Football Shuffle
Solve the shuffled words, match each one to the right headline and see how well you know the week in college football.
Texans throw some weird bulletin-board material after Bengals beatdown
A comment in the aftermath of the Bengals routing the Texans is starting to get attention.
Chris Hayes: GOP facing Texas meltdown
MS NOW host explains how turning Texas into a lab for "right-wing state policy" ultimately backfired
Beijing Sys Science & Technology's Shareholder Plans To Cut Stake
Beijing Sys Science & Technology Co Ltd SZSE:301372:
Wave Life Sciences Appoints Monika Vnuk as Chief Business Officer
Wave Life Sciences appoints Monika Vnuk, MD, as Chief Business Officer to lead business and corporate development efforts.Quiver AI SummaryWave Life Sciences Ltd. announced the appointment of Dr. Monika Vnuk as Chief Business Officer, bringing extensive experience from her previous roles at Sanofi, Blackstone, and Pfizer. In her new role, Dr. Vnuk will oversee business and corporate development, as well as alliance management, aimed at advancing
High diesel prices forcing Vermont business to ‘eat’ the cost
Vermont truck drivers are now paying $6.45 for a gallon of diesel fuel. That’s $2.46 more than they paid a year ago.
Operator of 314 Wendy's locations in the U.S. files for bankruptcy protection
Dublin, Ohio-based Wendy’s has been struggling for several years with outdated stores, high beef prices and stiff competition.
Sunda Energy, Meridian Mining, Quantum Helium, Light Science Technologies, Foresight Solar, hVIVO
Sunda Energy PLC (AIM:SNDA, FRA:GHA0) has raised £5.25 million to fund completion of its New Zealand acquisition. It's also launching a retail offer for a further £525,000. Meridian Mining Plc (LSE:MNO, TSX:MNO, OTCQX:MRRDF) has delivered a net present value of $2.09 billion for its Cabaçal project in Brazil. The CEO says the economics could make it the next major near-term gold-copper mine. Quantum Helium Ltd (AIM:QHE) is targeting Q4 2026 for a larger fracture stimulation programme at Sagebrush-1 in Colorado. It's also taking a 9% stake in Herencia Resources. Light Science Technologies Holdings PLC (AIM:LST, FRA:9FD) has secured a repeat order from a healthcare devices customer, pushing that contract past £500,000. It's building out higher-margin work in defence and medical sectors. Foresight Solar Fund Ltd (LSE:FSFL, FRA:1F5) says it's considering all strategic options to lift a share price stuck below the value of its assets. The board says it needs to "act decisively" to close that gap. hVIVO PLC (AIM:HVO) has appointed Caroline Shaw as an independent non-executive director. She brings more than 30 years of senior healthcare leadership to the board. Follow us and subscribe on YouTube, our social channels, and on proactiveinvestors.co.uk.
Why Spending Time Outdoors Is Good For Your Physical And Mental Health
British fitness expert Joe Wicks recently teamed up with neuroscientists to scientifically test the widely-held belief that spending time outdoors is good for us.
Matthew Stafford tosses four TD passes in win
Coming off a disappointing showing in Australia, Matthew Stafford rebounded with 327 yards and four TDs through the air on Monday night.
An Epic View of the Seasons
The tilt in Earth's axis of rotation makes the apparent position of continents shift with the seasons in imagery from a NASA camera in deep space.
Monkey business: Hundreds line up to shop UT, Roller Rabbit pajama partnership
The line of eager faces stretched nearly a quarter of a mile. Hundreds of customers, some of whom waited almost six hours, patiently anticipated the Roller Rabbit and University of Tennessee collaborative pop-up Monday morning. The two-day event brings a limited edition collection of pajamas designed exclusively for Vols, featuring the brand’s “iconic” monkey-covered pattern...
‘Seen and Unseen’: Ed Sheeran poured on the emotion and gave in to politics
Fox News contributor Raymond Arroyo discusses a fight that broke out on a flight to London and the controversy surrounding Ed Sheeran after Macklemore was dropped from his tour on ‘The Ingraham Angle.’
Call of Duty YouTuber Launches Petition to Remove Skill-Based Matchmaking Following Successful Destiny Protests
Call of Duty YouTuber Tdawgsmitty has started a petition to remove skill-based matchmaking in the FPS franchise following successful Destiny protests.
One Lifelong Exercise Habit Is Linked to Healthier Signs of Aging After 55
Decades of exercise, greater reserve.
United Way Day of Action draws more than 675 volunteers
More than 675 volunteers completed 67 service projects for 20 local nonprofit organizations during United Way of Central Iowa’s 2026 Day of Action. The event included projects such as reading with students, organizing learning materials, improving nonprofit facilities and revitalizing outdoor spaces. United Way estimated the volunteer work generated $64,932 in community impact. This year’s…
Littleton Craft Fair returns Oct. 3
While the weather is getting cooler and farmers market season is slowly coming to a close, that doesn’t mean outdoor shopping is quite over. Littleton’s annual Craft Fair is set
I Asked About The Real-Life Inspirations Behind New Horror Movie 'Slanted': 'Very Cathartic'
PHOTOS: Scenes from the 2026 Gwinnett County Fair
The Gwinnett County Fair continues this week at the Gwinnett County Fairgrounds.
Pokémon Partners with the European Space Agency for World Space Week 2026
The Pokémon Company International is joining the countdown to World Space Week, taking off October 4 to 10.
How Issues With Your Feet Could Signal Bigger Health Issues
As your body’s foundation, issues with your feet can create a domino effect with the rest of your health. Dr. Ebonie Vincent-Sleet, podiatrists and one of the stars of TLC’s “My Feet Are Killing Me,” joins TODAY to break down remedies for common issues, when you should see a doctor, and the possible warning signs your feet could be giving you about diabetes, heart failure and more.
Prescott throws 4 TD passes as Cowboys beat Commanders
Prescott threw four touchdown passes to break Romo's record of 248, and the Cowboys beat Washington 37-20 on Sunday after the Commanders' Jayden Daniels went down with another gruesome-looking dislocated left elbow.
Dak Prescott breaks Tony Romo's franchise record for Cowboys
Prescott’s record-breaking TD toss was a 24-yarder to receiver CeeDee Lamb in the fourth quarter, the 249th of his career.
Dak Prescott breaks Tony Romo's franchise record for Cowboys
Prescott’s record-breaking TD toss was a 24-yarder to receiver CeeDee Lamb in the fourth quarter, the 249th of his career.
AI investments face ‘so much uncertainty’ on returns, expert warns
Bahnsen Group Managing Partner and CIO David Bahnsen analyzes the massive rise in artificial intelligence capital expenditures and highlights his energy stock picks on ‘Mornings with FOX Business.’
New Orleans officials want to redevelop Claiborne Avenue. Here’s what they're planning next.
New Orleans city officials will design a new outdoor performance space, marketplace and nonprofit cafe along Claiborne Avenue as part of a plan to redevelop the 19-block North Claiborne Avenue
Record-high diesel prices squeezing small business margins amid Middle East tensions
U.S. Small Business Administrator Kelly Loeffler discusses new SBA capital initiatives and Gen-Z business trends as diesel prices hit record highs.
Kelly Loeffler warns of 'silver tsunami' as boomer business owners retire
U.S. Small Business Administrator Kelly Loeffler discusses the economic impact of the 'silver tsunami' on small businesses. She details how the agency supports millennials transitioning into skilled blue-collar trades.
Pigskin Palaver: Coaching Blunders & Empty Seats
“Alex, I’ll take Stupid Coaching for $800.” “Whose team up 17-0 went for it on 4th and inches at his own 14 at the 2 minute mark of the first half, costing his team a TD?” “Who is Dave Doeren/” “Correct.” “Stupid Coaching for $1000.” “Who up four points had his QB run around the […]
Argonne develops real-time AI monitoring for an advanced nuclear reactor component
Argonne National Laboratory researchers proposed an AI-powered monitoring system that can spot blockages in the heat exchangers of molten-salt-cooled reactors in real time, helping prevent costly shutdowns and improve reliability for next-generation nuclear energy.
Event supports Walhalla workers, businesses impacted by downtown fire
The City of Walhalla is rallying behind local workers and business owners who lost everything after a devastating fire swept through the downtown business district last week.
Fulham 1-1 Man Utd
Joachim Andersen is causing us issues, after a great few years. Let the youngsters loose with Bernd Leno and Alex Iwobi. If we had taken Josh King off but replaced him with Emile Smith Rowe, we might have kept them more at bay and held on for the win.
Hanx Biopharmaceuticals (Wuhan) Enters Agreement To Explore AI For Science In Drug Research
Hanx Biopharmaceuticals (Wuhan) Co Ltd HKEX:3378:
CNN, MS NOW and Politico to sue Trump administration over White House access
CNN By Katelyn Polantz, Brian Stelter, CNN (CNN) — The three national news outlets President Donald Trump banned from the White House — CNN, MS NOW, and Politico — are filing a critical First Amendment lawsuit to restore their access. The emergency request is set to go before a federal judge in the DC District
Can 'A Different World' sequel change lives like the original series? Hillman is back in session
Netflix’s new “A Different World” sequel arrives with high expectations. The original series inspired many viewers in their college and career choices. Kadeem Hardison, who played Dwayne Wayne, still hears
Delaware healthcare spending ‘unsustainable,’ health secretary says
Delaware health officials said current spending trends are “unsustainable,” and called for change in how patients and the state pay for care.
What do you make of Man Utd?
We asked for your thoughts on Manchester United women's start to the season and here's your chance to get involved.
Georgia’s center of political gravity is shifting toward Atlanta. Why it matters.
Metro Atlanta is poised to wield more power over Georgia’s politics and policy regardless of who wins in November.
Michael Carrick believes Man Utd can still have big season despite equalling club's worst Premier League start- Paper Talk
Latest transfer news and headlines include: JJ Gabriels reason behind wanting to leave Manchester United; Andoni Iraola continuing to want more from Alexander Isak despite his winning goal against Bournemouth; Martin ONeill ponders his future as Celtic boss
Arctic Melt Season Length Levels Off
While the sea ice melt season has lengthened dramatically in most of the satellite era, the trend unexpectedly stabilized around 2010.
iFixit Shares iPhone 18 Pro Teardown With Inside Look at New Features
iFixit today published an iPhone 18 Pro and iPhone 18 Pro Max teardown in both article and video formats, providing a closer look inside the new devices. The teardown confirms the battery capacities for the eSIM-only models: iPhone 18 Pro: 4,288 mAh (+0.8% vs. 4,252 mAh for iPhone 17 Pro) iPhone 18 Pro Max: 5,567 mAh (+9.4% vs.
Tre Tucker hits triple digits with TD
Las Vegas Raiders wide receiver Tre Tucker racked up five receptions for 119 yards and a touchdown on seven targets in Week 2
Young people in Morocco split over whether politics can deliver change as election draws near
In Morocco’s election race, a rural funeral has become an unexpected campaign stop for candidates aiming to engage disenchanted young voters
Stefon Diggs catches TDs from two different QBs
Washington Commanders wide receiver Stefon Diggs posted five receptions for 47 yards and two touchdowns on six targets in Week 2
Bhayshul Tuten finds the end zone
Jacksonville Jaguars RB Bhayshul Tuten logs 15 touches, scores TD against Denver
MarShawn Lloyd scores TD in Week 2
Green Bay Packers running back MarShawn Lloyd rushed six times for just 20 yards in Week 2, while adding two receptions for six yards and a touchdown
Christian McCaffrey joins elite company with his 100th career touchdown
Christian McCaffrey put himself in some elite company with two short touchdown runs. McCaffrey's two 1-yard TDs in a 35-13 win over the Miami Dolphins on Sunday made him the fourth-fastest player in the Super Bowl era to reach 100 career touchdowns and the third player ever with at least 50 TDs with two franchises. “It means a lot,” McCaffrey said.
Consent decree management firm review on Fort Smith Board agenda
The Fort Smith Board of Directors will on Tuesday (Sept. 22) discuss hiring a management firm to help the city meet requirements of an expansive and expensive federal consent decree...
Denzel Boston records another long TD
Cleveland Browns wide receiver Denzel Boston finished with five receptions for a game-high 95 yards and a 55-yard touchdown in Week 2
Deshaun Watson tosses two TDs in win
Cleveland Browns quarterback Deshaun Watson completed 24 of 30 passes for 238 yards, two touchdowns and no interceptions in Week 2.
Robert Kraft set a ‘powerful example’ with Macklemore ban, political analyst says
‘Fox News Sunday’ panelists discuss the Michigan U.S. Senate race, the controversy involving Ed Sheeran and Macklemore and the future of the Kennedy Center in Washington, D.C.
Derrick Henry picks up rushing touchdown in Week 2
Ravens RB Derrick Henry posts 68 rushing yards and TD against Saints
Lamar Jackson throws one TD, one INT in Week 2
Ravens QB Lamar Jackson posts 269 total yards with one touchdown
Watch: Patriots RB TreVeyon Henderson torches Steelers on TD run
Patriots running back TreVeyon Henderson exploded for a 39-yard touchdown in Sunday's game against the Steelers.
Fulham 1-1 Man Utd: What Arbeloa said
This is just the fourth time that Fulham have failed to win any of their opening five games in a top-flight campaign (with 1951-52, 2011-12 and 2020-21), while they have been relegated in two of the previous three (51-52 and 20-21). There were 26 shots in the first half of this match between Fulham (nine) and Manchester United (17), the most in the opening half of a Premier League game with no goals scored on record (since 2003-04).
Man Utd frustrated at the Premier League's second-bottom side!
What is happening at Manchester United?A terrible week for the Red Devils. After the 11-v-10 defeat to Manchester City and the loss after leading 2-0 against Brighton in the League Cup, the Mancunians...
4 People Arrested After Newlywed Bride Is Engulfed in Flames During Barbecue on Her Honeymoon
White House science advisor discusses AI guardrails and risks
White House Science and Technology Policy Director Michael Kratsios discusses the guardrails on artificial intelligence after President Donald Trump announces the formation of 'AI Force.'
Detroit Free Press on Instagram: "Two teams from the Savannah Bananas traveling baseball tour came to Comerica Park for a pair of games on Sept. 18-19. Rivals the high-energy Party Animals and the stunt-performing Firefighters, brought their brand of baseball entertainment to Comerica Park on Friday and Saturday, turning America's pastime into a mix of sports, comedy, dancing and crowd interaction. Check the link in our bio for more. 📷 by Kimberly P. Mitchell @kpmitchellphoto, Detroit Free Press #detroit #michigan #comericapark #entertainment #bananaball @thefirefighters @thepartyanimals #baseball"
17 likes, 0 comments - detroitfreepress on September 20, 2026: "Two teams from the Savannah Bananas traveling baseball tour came to Comerica Park for a pair of games on Sept. 18-19. Rivals the high-energy Party Animals and the stunt-performing Firefighters, brought their brand of baseball entertainment to Comerica Park on Friday and Saturday, turning America's pastime into a mix of sports, comedy, dancing and crowd interaction. Check the link in our bio for more. 📷 by Kimberly P. Mitchell @kpmitchellphoto, Detroit Free Press #detroit #michigan #comericapark #entertainment #bananaball @thefirefighters @thepartyanimals #baseball".
Tissot Introduces the First Quartz PRX Chronograph
Tissot adds a quartz chronograph to the PRX collection, pairing its integrated steel design with a cool vertically brushed dial and slim built.
'We are on our way to groundbreaking science': Stars turn neon-green in first test image from NASA's Roman telescope — Space photo of the week
This week, NASA turned on the Nancy Grace Roman Space Telescope's powerful 300-megapixel camera for the first time. The debut test image promises "groundbreaking science" to come with NASA already talking about doubling the mission's lifespan.
Opinion | Postpartum moms need dedicated mental health support
Massachusetts has no inpatient unit where pregnant and postpartum moms can get tailored treatment.
What’s Your Hottest Business Take?
Let us know your hottest business takes in the comments.Subscribe to The Hustle:🔗 https://clickhubspot.com/vu3lGet the 5-minute newsletter keeping 2M+ innovators in the loop🔗 https://clickhubspot.com/3klnAbout HubSpot: HubSpot is a customer platform that provides education, software, and support to help businesses grow better. The platform includes marketing, sales, service, commerce, operations, and website management products that start free and scale to meet our customers’ needs at any stage of growth. Today, thousands of customers around the world use HubSpot’s powerful and easy-to-use tools and apps to attract, engage, and delight customers.#TheHustle #HubSpot
Teladoc Health (TDOC) Missed On Earnings And Guided Lower, Is The Discount Too Wide?
Why Teladoc Health’s latest earnings matter for investors Teladoc Health (TDOC) set the tone for the stock this week after reporting quarterly results that showed a 4% revenue decline, missed forecasts on profitability, and softer guidance for the coming quarter. The update pointed to a 9.2% average drop in customer spending in recent years even as user counts grew. Management signaled expectations for another period of lower revenue and negative earnings per share. Recent trading suggests...
Duke football report card: Grading Blue Devils after Stanford victory
How did Duke football perform against Stanford? We hand out grades for the Blue Devils in their beatdown win over the Cardinal.
Michigan Dominates UTEP In Second Half In 52-17 Beatdown
The Wolverines struggled to find their rhythm early, but Michigan exploded for 28 points in the third quarter behind an efficient performance from quarterback Bryce Underwood.
WATCH LIVE: Pete Buttigieg keynotes Texas Democrats Johnson-Jordan Dinner
Former Transportation Secretary Pete Buttigieg delivers the keynote address at the Texas Democratic Party’s 12th Annual Johnson-Jordan Dinner as Democrats rally ahead of midterms.
Olid's Man Utd take big step forward after 'intense week'
A week ago, the picture at Manchester United looked bleak. Then on Saturday, victory was snatched away from them at Arsenal. But have we seen signs of improvement from Eva Olid's side?
Late Holmberg goal denies Man Utd victory at Arsenal
Manchester United were denied their first Women’s Super League victory of the season as Smilla Smilla Holmberg struck in stoppage time to rescue a 1-1 draw for Arsenal.The visitors produced a much-i...
Bar Harbor Parents Again Raise Concerns About How Some Science Education In Sixth Grade.
The Bar Harbor Story is generously sponsored by Restaurant Barn. BAR HARBOR—Parents again raised concerns this week about how Bar Harbor students receive science instruction after fifth grade, months after the same issue came before the Bar Harbor School Board. The concern centers on a past scheduling change at Conners Emerson School that gives fifth graders a full year of science rather than switching between science and social studies at midyear. Principal Dr. Heather Weir Webster told the board that the school has been monitoring test scores, teacher feedback, and the experience of students as it considers whether the current approach is working. If it is not, the approach may be changed, but that would not likely occur this school year. In fifth and sixth grade, the school used to have one semester of social studies and one of science in each year. That schedule shifted because switching at midyear often broke up the learning units. So, approximately two-three years ago, they decided to shift that a bit. Science became a dedicated focus in fifth grade. Social studies was the dedicated focus in sixth grade. The school staff members are hoping to dive deeply into the data and see if the students are having a more quality experience throughout their time in those grades when it comes to science and social studies. If not, things could shift again. This year, Dr. Webster said at the September meeting, potential changes to curricula have been a bit complicated by moving into the school’s new building in late October and early November. “There have been no changes this year because it’s hard enough to handle the move. That allows them to have consistency,” Dr. Webster said. Dr. Webster said that after the Covid pandemic which prevented students from attending school in person, many fifth graders were struggling. “We tried several different configurations,” she said, including a co-teaching model to help with that struggle, but to also see how to best schedule and support those students. “We found that a January switch” where classes switched from social studies to science was really difficult. Part of the decision making stemmed from science being more hands-on and accessible to fifth graders. Social studies was a bit more abstract content, which was why the school tried the current configuration. In a letter submitted as public comment, parent Beth Dumont wrote, “In May 2026, I wrote to express my concern that our middle school students are not receiving consistent instruction in science and social studies. I appreciate that the Board took this concern seriously and requested a presentation from Principal Webster. I am also grateful for the opportunity to meet with Principal Webster and Julie Keblinsky in July to learn more about the current curriculum and scheduling. “During that meeting, I learned that the current model is intended to integrate science and social studies into other subjects during the years or semesters when they are not offered as standalone courses. “While I appreciate the intent behind this model, I remain concerned about its premise. Science and social studies are core academic disciplines that provide students with essential knowledge, skills, and ways of thinking. Yet under the current schedule, students are not guaranteed consistent instructional time in these subjects. Instead, exposure to content in these disciplines may depend on whether opportunities for integration arise within other classes. “To be clear, I strongly support interdisciplinary learning. Integrating science and social studies across the curriculum can enrich students’ educational experiences and help them make meaningful connections across subject areas. My concern is not with integration itself, but with relying on integration as a substitute for dedicated instruction in core disciplines.” Dr. Webster said that they’ve been monitoring test scores, talking to teachers, seeing how the pilot program works. It’s in its third year now of this schedule. One science teacher, she said, told her he’d seen positive outcomes with full year science and that there was a stronger classroom community. Another science teacher had concerns over the readiness last year, but she isn’t feeling that way about this year’s current class. A third teacher for social studies said he loves the full year. A fourth teacher of social studies hasn’t said that anything has changed. For the three fathers who spoke at the school committee meeting, the fractured science curriculum caused concerns. One father said that when he spoke to others, “all were surprised and confused as to why there was no dedicated, continuous science education,” at the school. Though students are testing well in science and math, he worried that without continuity in education, learning is lost. “We shouldn’t have to choose between key learning disciplines,” he said. Matthew Bergin, another father, agreed, adding, “I’m just a little concerned.” In her letter, Dumont wrote, “As the parent of a recent sixth grader who completed an entire year without a dedicated science course, I saw very little evidence that this integration was occurring in a consistent, systematic, or readily identifiable way. This is not a criticism of our middle school teachers, who have been uniformly excellent. Rather, it is a structural criticism of the current schedule.” Dr. Webster gave an update about all aspects of the schedule and how it’s created and she also spoke to social and emotional learning (SEL) in middle school. It’s explicitly taught but also embedded. Science is embedded as well and explicitly taught at all but that one grade. The school schedule is built from lunch out, then electives like art and physical education are placed, before going into the instruction time, teacher planning time, multi-tier support systems (MTSS), and then social and emotional learning. Teachers have to have 250 minutes a week of planning time per their contracts. That’s the minimum and occurs when their students are at specials. “The schedule is really not the purview of the board,” School Board Chair Marie Yarborough reminded the other board members and the public and thanked Dr. Webster for the presentation. The parents were also thanked for coming. LINK TO LEARN MORE [ ](https://barharborstory.substack.com/p/despite-strong-rankings-some-bar) [ Despite Strong Rankings, Some Bar Harbor Parents Raise Concerns About School's Science Education ](https://barharborstory.substack.com/p/despite-strong-rankings-some-bar) Carrie Jones · Jun 4 [ Read full story ](https://barharborstory.substack.com/p/despite-strong-rankings-some-bar) HELP SUPPORT THE BAR HARBOR STORY When we started The Bar Harbor Story, we didn’t know if anyone would read it. But you showed up. You shared. You sent tips. Now—over 400,000 views every month later—it’s clear: people here care about their community and each other. We’ve kept everything free because news should never be out of reach, but every one of our stories takes time to write, and your support keeps The Bar Harbor Story going. If you value our work, please consider a paid subscription, a founding membership, or a sponsorship. It truly helps us cover one more meeting, tell one more story, shine one more light. Even $5 a month makes a difference. Click here to become a one-time supporter now. Thank you so much for being here. Founding member information can be found here. Have questions about sponsorships? Just send Shaun an email at sfarrar86@gmail.com, he’d love to hear from you. Subscribe Share Bar Harbor Story Share Leave a comment
Popular comedian stops at Williams Grove race as track partners with his TV show
Shane Gillis visited Williams Grove Speedway, his hometown dirt track, which partnered with his Netflix series "Tires."
Fulham v Man Utd: Key stats and talking points
The Red Devils, who were dumped out of the Carabao Cup by Brighton on Wednesday, have won just one of their opening four Premier League games this season to leave them 13th, already eight points adrift of the early pace-setters Arsenal and Manchester City. The Brighton defeat rounded off a difficult few days for United head coach Michael Carrick, whose side were insipid in the Manchester derby loss to 10-man City last Sunday. Throw in the uncertainty over academy star JJ Gabriel's future and Carrick is in dire need of three points on the road in west London.
Countdown to Practice: #2 Christian Hammond
The first recruit of the new era of NC State Basketball
AI fears are fueling progressive Democrat's campaign in Michigan battleground district
Will Lawrence, a progressive Democratic congressional candidate in Michigan, is trying to harness unease over the rapid pace of artificial intelligence development to defeat Republican Rep. Tom Barrett
Trump administration wants to crown the next 'big small business'
Real estate mogul Grant Cardone explains his role in the Million Dollar Pitch Competition on 'The Ingraham Angle.'
This bionic arm sounds like science fiction
Researchers at the University of Utah have developed a ‘brain-computer interface that turns Luke Skywalker vision into reality’
California entrepreneur warns billionaire wealth tax could drive business leaders out of state
Entrepreneur Eric Schiffer discusses the potential economic consequences of California’s Proposition 40, including concerns that the proposed one-time 5% wealth tax could push wealthy residents and entrepreneurs to leave the state.
Markets digest fed rate hike, oil prices
The 'Barron's Roundtable' panel analyzes the market impact of the Fed's rate hike and soaring diesel prices.
Pathways Community raises money for mental health
Members of the Pathways Community and their staff served hotdogs and bratwursts to support upcoming mix and mingle events.
“Two and a Half Men” creator says Charlie Sheen’s 2011 meltdown was ‘ratings gold’
Chuck Lorre and Sheen reunited years after their public feud.
Revel Entertainment breaks ground on new outdoor amphitheater
ALBUQUERQUE, N.M. (KRQE) – A new large entertainment venue is one step closer to reality in northeast Albuquerque. Revel Entertainment broke ground on its outdoor amphitheater on Friday. The venue …
Opinion: Chicago is losing affordable housing faster than it can build it
Chicago can’t solve its housing affordability crisis through new construction alone. Preserving existing affordable units is cheaper and faster.
Joliet refinery shutdown adds fuel to Chicago’s gas-price surge
Chicago drivers are getting another dose of pain at the pump as an extended shutdown of ExxonMobil’s massive Joliet refinery adds pressure to an already tight fuel market.
Former Man Utd left-back Malacia joins FC Cincinnati
FC Cincinnati sign former Manchester United left-back Tyrell Malacia on a free transfer.
Mobile looks to expand entertainment district to include new Regions Arena
The City of Mobile is considering an expansion of its downtown entertainment district boundaries to include the new Regions Arena.A proposed ordinance sponsored
UM’s Erb Institute lands $4.9M gift to widen access to sustainability degrees
The Fred & Barbara Erb Family Foundation has made a $4.9 million grant to the Erb Institute at the University of Michigan to spur sustainability graduates.
Gabriel, 15, in Barcelona amid speculation over future
Man Utd youngster JJ Gabriel travels to Barcelona as some of Europe's biggest clubs continue to vie for his signature.
'Youth' review: HBO's coming-of-middle-age comedy is messy and moving, as only Sharon Horgan can
Sharon Horgan's latest is a frank look at a 50-year-old woman's search for love.
California is not a good place to grow a business: Joel Pollak
California Post opinion editor Joel Pollak discusses California Attorney General Rob Bonta blocking the Paramount merger and analyzes Governor Gavin Newsom's handling of wildfires.
Engrams Embedding Entendre: Codesign for Efficient DRAM/SSD Offloading
Engram extends standard token embeddings with learned multi-token lookups. Recurring local patterns retrieve vectors directly, reducing the need to reconstruct them through attention and feed-forward layers. With Engram model architecture optimization, it allows for lower HBM capacity to be needed for models at the same quality. This does not mean there won’t be an insane demand for HBM but it just means that model architecture will continue to innovate around constraints. This model architecture design is naturally codesigned for parameter offloading: each token accesses a few embedding rows whose addresses depend on token IDs, not hidden states. The runtime can prefetch those rows from host DRAM while earlier layers compute, keeping the table outside HBM without transferring entire weight matrices. Our Memory model contains our latest estimates of quarter by quarter HBM, DRAM, & NAND supply and demand. Offloading frees HBM for model weights and KV cache, potentially supporting larger batches or more concurrent sessions. When DRAM becomes the next constraint, NVMe offers another tier. Recommendation systems already cache frequently or recently accessed embedding rows in faster memory while backing colder rows with SSDs. After NVIDIA roadmap had to change due to massively despec’ing Rubin Ultra from 1024GB to now ~200GB of HBM per chip, model architecture optimizations like emgram maybe helpful. Our DeepSeek-V4.1-Flash configuration uses roughly 189 GiB of memory for Engram. We replace it with a memory-mapped (mmap) file and measure serving performance with offload to SSD. Later on in our report, we will show our Engram offloading experiments along with the official InferenceX agentic inference serving results on Engram models like DeepSeekv4.1 Flash across all 6 NVIDIA GPU SKUs along with MI355X. Unsurprisingly, the CUDA Moat is still mogging MI355X on the ultra popular DeepSeekV4.1 Flash model. We also show how even on high capacity HBM SKUs, offloading emgrams to DRAM could result in even better performance for most of the pareto than keeping the emgram in HBM. Our benchmark has been widely reproduced, validated and/or supported by almost every major buyer of compute from Google Cloud to Microsoft Azure to Oracle, to Meta and many more. Furthermore, it has the support of the ML community including from vLLM, LMCache, SGLang, PyTorch, Huggingface and the support of major labs like OpenAI, MiniMax, ZAI, Qwen, Moonshot Kimi, etc. Star the InferenceX GitHub repository if you find the open-source benchmark and data useful!. InferenceX is the only inference benchmark in the world to have TPUv7, Jalapeño, Nvidia Rubin NVL72, AMD, and soon, SambaNova and Trainium. Due to how realistic AgentX scenario is to real world agentic inference workloads, AMD has committed to collaborating on MI455X UALoE72 too. DeepSeek did not release the original paper’s two trained Engram models. We replicated its setup on fineweb-edu using the released code and training hyperparameters, at an estimated 6E18 FLOPs per run. We observed the same U-shape scaling: Engram improved performance over pure MoE baselines. We also reproduced DeepSeek’s results, where earlier-layer representations with Engram resembled those of later layers. Like the original Engram paper, it is possible to probe Engram’s gate scores to see what n-grams DeepSeek-V4.1-Flash makes the most use of. Our gate scan finds names, code fragments, relational phrasing, and boilerplate. These examples prioritize interesting-ness over gate strength. One unexpected result was Wright : Ace Attorney. These examples suggest learned memory optimizes the training objective, not a judgment of which facts deserve storage. Licenses, bibliography fragments, API scaffolding, and website furniture can provide prediction shortcuts, so the value of additional Engram capacity may depend on what survives data preparation. This does not show that table capacity is “wasted”: the evaluation-corpus scan establishes neither training exposure nor the capacity occupied by each category. For offloading, strong gates do not identify cache-hot rows. Low gates do not automatically save reads either: computing the gate requires the retrieved key and undoes the performance gain of a fused kernel. Skipping reads would require a separate usefulness predictor before retrieval. In the original paper’s inference-time ablation, factual-knowledge benchmarks retained just 29–44% of their original performance, while reading comprehension retained 81–93%. This is due to the training–inference mismatch. The resulting degradation therefore measures this trained model’s dependence on Engram, not the performance difference between models trained with and without it. In our ablations, suppressing Engram worsens token likelihood across all evaluated domains, especially encyclopedia text and several code corpora. Surprisingly, GSM8K accuracy stays within measured run-to-run variation and removing Engram has no effect. Engram is not a detachable dictionary beside an unchanged MoE. Removing it changes downstream features and expert selection. We tested whether rerouting hurts or compensates by holding tokens fixed in a teacher-forced experiment on CRUXEval, a code-reasoning benchmark of small Python functions where the model predicts a function’s output from its code and an input, and scoring the reference answer. Removing Engram raised answer loss from 0.2848 to 0.3093 bits/token. Forcing the ablated model to use the original Engram-on expert choices made it worse still, at 0.3375 bits/token. Rerouting partially compensates for the missing memory. Memory features and expert selection work together, rather than following a clean “memory stores facts; experts reason” division. On the same CRUXeval, removing Engram during either phase reduced accuracy and increased generated tokens; removing it throughout produced the largest changes. Keeping Engram for prefill leads to more correct answers than keeping for decode likely due to semantically richer KV cache transferred to decode workers, allowing it to mitigate some of the performance loss. Engram’s table is large, but each lookup is small. DeepSeek-V4.1-Flash requests 24 rows at each of two Engram layers, about 12.4 KiB per processed token position across the model, or 3.1 KiB per GPU when split across four GPUs. Currently as of Day 7 since Model Release, MI355X is still 2-4x worse performance per dollar compared to B200 even when normalized by Mi355X’s lower TCO. Our full total cost of ownership breakdown comes from our AI Cloud TCO Model along with monthly market surveys of over 100+ gpu clouds & gpu cloud customers. On the Day 0 release of DeepSeekv4.1 Flash, NVIDIA vLLM works out of the box with zero issues across all 6 SKUs: H100, H200, B200, B300, GB200, GB300! This was thanks to the amazing work by the NVIDIA & Interact teams! In comparison, AMD vLLM did not work on day 0 for DeepSeekv4.1 Flash.Source: SemiAnalysis InferenceX AMD’s vLLM documentation points to using vllm/vllm-openai-rocm:deepseekv41-flash-0909, but from hour 0 of the model release to hour 23, AMD has not publicly released the image. AMD claims, “SPEED IS THE MOAT,” yet it has still not released it by the 23rd hour. We wish that, going forward, the AMD team has a better process for hour 0 model releases. Eventually when they did publicly release for “day 0” image support, performance-wise, it is currently up to 14.8x worse perf per dollar than H200 and up to 42x worse perf per dollar than B200/B300. The power of the CUDA MOAT is NVIDIA’s collaboration with its massive 6 million-developer community ecosystem including most of the vLLM & SGLang & Tokenspeed maintainers which means that CUDA is optimized on day 0. Overall, AMD did make significant improvements but the performance per dollar is still currently 2-4x worse than B200. AgentX Engram DRAM Offloading Improving Performance The HBM and DRAM offload use the same GPU kernel to select and dequantize rows. With HBM, it reads GPU memory; with Unified Virtual Addressing (UVA), it reads pinned host memory directly. Both support full decode graphs. Moving the table into HBM accelerates only the sparse lookup, leaving decoder computation and communication unchanged, resulting in little overall benefit while consuming memory otherwise available to KV cache. Another benefit of Engram offloaded to DRAM which means you can reduce the communication overhead by using less HBM GPUs per replica. For example, when enabling Engram offloading on B300, we are able to switch from TP4 to now TP2 which improves the pareto curve by up to 1.6x. When iso-model quality, less HBM is required as the engrams could be offloaded to host DRAM. Thus HBM bandwidth matters way more than HBM capacity. For inference workloads where memory bandwidth matters the most, 4-hi HBM provides the best $/bandwidth and therefore lowest cost per token. If China continues to make more and more revolutionary model architecture innovations, soon it could potentially 0Hi HBM stacks. [ ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) [ Long Live the Short King: Why 4-hi HBM Wins ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Myron Xie, Bryan Shan, and 3 others · Sep 13 [ Read full story ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Moreover, on B300 and week-0 stack, moving the Engram table back to HBM did not improve results and stay within run-to-run variance. This is a result of the work optimizing DRAM offload, such as async, and overlap. SSD Offloading On B200, we created a unoptimized vLLM fork and stored the Engram tables in memory-mapped files on local SSDs. File backing lets the OS reclaim table pages when other applications need RAM. Pages already cached in memory can be served without reading the SSD again. Furthermore, note that we were unable to turn on GDS The unoptimized SSD implementation changes how rows reach the GPU. It copies row IDs to the CPU, deduplicates them, gathers the requested rows into pinned buffers, copies those rows back to the GPU and dequantizes them. This work runs between segments of the GPU execution graph. Native UVA performs row selection and dequantization directly on the GPU, avoiding the CPU round trip. A warm filesystem cache removes physical SSD reads, but leaves the coordination, row gathering and transfers. This is why a file already cached in RAM can still perform worse than a pinned DRAM table. The comparison measures the whole serving path; it does not separate the time spent on each of these operations. B200 DRAM dominates both measured SSD serving curves in total tokens per dollar and P90 interactivity. Near 125 tokens/s/user, DRAM delivers 121 million total tokens per dollar versus 52 million for SSD. For production serving, SSD offloading is likely not worth the tradeoff. On the B200 configurations we measured, SSD offloading loses on both measures: every observed SSD point has a DRAM alternative that delivers higher P90 interactivity and more total tokens per dollar. The only points where Cheaper storage does not automatically produce a cheaper inference service. Moving Engram to SSD leaves the same four expensive GPUs and the rest of the server in place. Reclaiming RAM only creates an economic benefit if it enables a cheaper server configuration or additional useful capacity. The current unoptimized path provides neither benefit, and the filesystem cache still consumes RAM when table pages are resident. Next we will look at the mechanisms and specific implementation of ngrams from DeepSeekv4.1 Flash, LongCat, Qwen3.8 Flash Next.
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