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Sphere Entertainment partners with Disguise on tech development
Sphere Entertainment partners with Disguise on tech development
Study links ultra-processed foods and health problems
Nashville News, Weather, and Sports
40-unit apartment building planned on surface parking lot in downtown Muskegon
Grand Rapids-based The Development Studio plans a $12.9 million, 40-unit apartment project in downtown Muskegon.
Paint the Town Pink with Opelousas General Health System Foundation
Acadiana's Local News Leader -- bringing Lafayette the latest news, weather, sports and entertainment
Charlie Berens coming to Green Bay; EPIC Marathon reveals concert acts
Comedian Charlie Berens is returning to the Resch Center for The Lost and Found Tour, and the timing might make it the perfect excuse to take Mom.
House GOP Questions Union Political Spending
House Republicans examine union political spending vs. worker representation. Discover key findings from the September 2026 hearing on union transparency.
What CDC's new teen health survey shows, and what it skips
Teen suicide risk hit a 10-year low in 2025. Guns, sexual violence, and self-harm. Where are the 2025 data on transgender teens? Missing data changes public health policy. Teen suicide risk hit a 10-year low in 2025. CDC asked more than 10,000 high school students over 100 questions in spring 2025. Yesterday, it published a report covering a fraction of them. The report focsed on five areas: diet, physical activity, sleep, digital behaviors, and mental health, reflecting the priorities of the Make America Healthy Again movement. There was good news. Fewer teens seriously considered suicide in 2025 than in any survey year since 2015: 14%, down from 20% in 2023. Sadness fell. Underlying Conditions is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe Sports participation, which dipped to 49% in 2021, is back to its 2015 level of 58%. Daily PE fell from 27% to 20% in two years, while fewer students eat breakfast daily than a decade ago. Guns, sexual violence, and self-harm. The questionnaire is public, and it goes well beyond those five areas. Students answered questions about sexual violence, self-harm, and whether they got help when they felt sad or anxious. They said how quickly they could get a loaded gun. They reported whether food ran out at home and whether they felt close to people at school. There were questions about sexual identity, including whether they were transgender. The report did not publish any of the answers students gave to those questions. CDC posts the raw survey data online, so anyone can see what the report left out. The report doesn’t cover the health of sexual minority students. Among students who identified as gay, lesbian, bisexual, questioning, or another non-straight identity, persistent sadness fell from 66% to 57% between 2023 and 2025. Serious thoughts of suicide fell from 41% to 30%. Those drops were bigger than the ones among straight students, although the gap remains wide: 28% of straight students reported persistent sadness, about half the rate of LGBQ+ students. About 1 in 7 girls reported sexual violence in the past year. One in 6 students hurt themselves on purpose. Among students who needed help for sadness or anxiety, half rarely or never got it. And among students who had seriously considered suicide, 43% said they could get a loaded gun without an adult’s permission. One protective factor rose sharply. In 2023, 55% of students said they felt close to people at their school; in 2025, 63% did. CDC’s earlier research ties that kind of connection to better mental health. Where are the 2025 data on transgender teens? In 2023, CDC's national survey asked high school students, for the first time, whether they were transgender. Their answers are the only nationally representative data on transgender teens, and their mental health is by far the worst of any demographic. That year, 71% of transgender students reported persistent sadness, 54% seriously considered suicide, and 26% attempted it, compared with 38%, 18%, and 8% of cisgender students. But we don’t have 2025 data. The timing matters because students took the survey in spring 2025, as federal policy toward transgender youth shifted. On January 28th, an executive order directed agencies to end federal support for gender-affirming care for people under 19, and several hospitals paused that care within days. In February, the CDC said it would no longer process transgender identity data. Later in 2025, the Supreme Court upheld Tennessee’s ban on gender-affirming care for minors, and HHS ended the 988 Lifeline’s dedicated line for LGBTQ+ youth. Researchers disagree about how much state policy shapes trans teens’ mental health. A 2024 Trevor Project study estimated that anti-trans laws increased suicide attempts among trans and nonbinary youth. Critics dispute its methods and its estimates. The 2025 survey could have added national evidence to that fight. CDC collected the data but hasn’t publicly released it. Missing data changes public health policy. Surveillance works as a feedback loop. It can show officials whether their policies help or hurt. The CDC didn’t provide data on the students most exposed to transgender policy shifts. The report kept measures that frame health as personal choice, like fruit, breakfast, and sports. It left out measures that track policy, like gun access, mental healthcare, food at home, and school climate, all of which respond to what legislators and agencies decide. HHS did not respond to questions that I sent on September 21st.
US says it canceled 315,000 Obamacare policies last month
The US Centers for Medicare & Medicaid Services said on Tuesday it canceled 315,000 Obamacare health plans covering about 760,000 people last month, citing unverified citizenship or immigration documentation and suspected improper enrollments.
Why measurable sustainability matters to investors
Investors increasingly expect companies to show measurable progress on sustainability. Here are three ways to embed it into strategy and governance.
Texas A&M undergraduate engineering programs improve in national rankings
The College of Engineering and eight of its undergraduate engineering programs earned top 10 rankings among public institutions.
Wendy’s moves to take 314 restaurants from bankrupt Meritage
Wendy’s terminated Meritage Hospitality Group’s franchise agreements for 314 restaurants, citing about $147 million in unpaid royalties and fees.
Latest injury news from France camp affects two PSG stars
PSG have lost a key player to injury – but it doesn’t sound serious, and it gives one of their other stars a chance to take his place.If you enjoy PSG Talk coverage and want to see more of it, add...
Health experts warn of seasonal illness increase as fall begins
Local health experts are warning residents to prepare for an increase in seasonal illnesses as the first day of fall brings a drastic shift from humid heat to cool, wet conditions.
Few trans students play school sports in Colorado. A 2026 ballot measure would ban them.
Proposition 134 on the Colorado ballot would prevent transgender children from participating in school sports.
Madison Square Garden Entertainment (NYSE:MSGE) Meets Minervini Trend Template and High Growth Momentum Criteria
MSGE passes Minervini Trend Template and High Growth Momentum screens with strong relative strength, a 9/10 technical rating, and breakout potential.
Sports Take: Students should attend more than just football games
There's more to College than just football. Other sports allow students to explore opportunities they may never get after graduation.
Heritage Festival scheduled for this weekend
The sound of live music and the smell of caramel corn will fill the air at a celebration two and a half centuries in the making.
Mobile to expand downtown entertainment districts
Mobile could soon expand two of its downtown entertainment districts, including adding the new Regions Arena site.
Prepping Now for Small Business Saturday 2026 and the Holiday Season - Small Business & Entrepreneurship Council
By Barbara Weltman – Small Business Saturday this year is November 28, the first Saturday after Thanksgiving (November 26). The day follows what’s come to be known as Black Friday. November 30, is Cyber Monday. All in all, small business owners and their teams have a busy extended weekend to plan for. Many small businesses report […]
BKL Nightly: Greg Connors on the Bills, Business and Life Behind the Curtain
Connors & Ferris co-founder Greg Connors joins Thad on BKL Nightly to talk Buffalo Bills football, from the team’s early-season start to the players making an impact. Connors also takes viewers behind the curtain of his longtime relationship with the Bills as a business partner and shares more about the career and community work that have shaped his life.
'Gotta fix this fuel problem': Small business profits slashed by record high diesel prices
Knoxville, TN News, Weather, and Sports
BKL Nightly: Greg Connors on the Bills, Business and Life Behind the Curtain
Connors & Ferris co-founder Greg Connors joins Thad on BKL Nightly to talk Buffalo Bills football, from the team’s early-season start to the players making an impact. Connors also takes viewers behind the curtain of his longtime relationship with the Bills as a business partner and shares more about the career and community work that have shaped his life.
Rep. John Larson won't seek third-party run after primary defeat
Larson lost the four-way primary to Luke Bronin in August. Larson's term ends in early January, marking the end of his 28-year tenure.
Josephine Vaccarello Named President Of Madison Square Garden Entertainment
Madison Square Garden Entertainment Corp. has announced that Josephine Vaccarello has become the President of MSG Entertainment. The new role will see
Josephine Vaccarello Named President of MSG Entertainment
Madison Square Garden Entertainment Corp. (MSG Entertainment) has promoted Josephine Vaccarello to president.
Man arrested after allegedly taking A/C units from Mobile business
Video above: ‘News 5 Now’ — Top Stories from Sept. 21, 2026 MOBILE, Ala. (WKRG) — A man has been arrested after he allegedly stole air condition units from a local business, according to the Mobile…
Here’s What Lifted BrightSpring Health Services (BTSG)
Carillon Tower Advisers, an investment management company, released its second-quarter 2026 investor letter for the “Carillon Eagle Small Cap Growth Fund”. The letter can be downloaded here. Small-cap stocks rallied broadly in the second quarter, with the Russell 2000 Growth Index (+25.71%) outpacing Value +17.24%). Information Technology (+46.79%) led all sectors, supported by solid gains […]
MSG Entertainment's New President Is Josephine Vaccarello
The exec is a nearly thirty year veteran of the company, which oversees Madison Square Garden, Radio City Music Hall, and the Radio City Rockettes.
UVA Health warns Cat’s Claw may be disguising Kratom
Kratom can cause opioid symptoms and has addictive properties.
Crain's 40 Under 40 2026
This year’s 40 Under 40 honorees are reshaping what it means to lead in West Michigan.
MSG Entertainment names new president
Content provided by Seeking Alpha is intended for information purposes only, and that Seeking Alpha does not offer any personalist investment advice and is not a licensed securities dealer, broker, US investment adviser or investment bank.
HSG taps Crew’s Shepro to lead business operations for Columbus NWSL franchise
Mary Shepro, promoted to president of the Crew last year, will now oversee business operations for both the Crew and the forthcoming NWSL expansion franchise.
Madison Square Garden Entertainment Corp. Repurchases $25 Million of MSGE Class A Common Stock
Madison Square Garden Entertainment Corp. (NYSE: MSGE) (the “Company” or “MSG Entertainment”) today announced that the Company repurchased 314,349 shares of ...
Why K-Pop Took Off When C-Pop Didn’t
“For more than a decade, China has looked on with undisguised envy as its Korean neighbor has accumulated soft power through cultural exports,” writes Bobby Ghosh.
Game Changers: Asia Gholston-Pierson, Ilitch Sports & Entertainment
Game Changers: Asia Gholston-Pierson, Ilitch Sports & Entertainment
Game Changers: Donna Wilkinson, Pacers Sports & Entertainment
Game Changers: Donna Wilkinson, Pacers Sports & Entertainment
Game Changers: Stephanie Rudnick, Angel City Football Club, MKTG Sports + Entertainment, The Yellow Brick Collective
Game Changers: Stephanie Rudnick, Angel City Football Club, MKTG Sports + Entertainment, The Yellow Brick Collective
Game Changers: Alberta Lewis Lee, Cleveland Cavaliers and Rock Entertainment Group
Game Changers: Alberta Lewis Lee, Cleveland Cavaliers and Rock Entertainment Group
Game Changers: Susan Williamson, Harris Blitzer Sports & Entertainment
Game Changers: Susan Williamson, Harris Blitzer Sports & Entertainment
Game Changers: Kelly Skoloda, Monumental Sports & Entertainment
Game Changers: Kelly Skoloda, Monumental Sports & Entertainment
Rockford is latest West Michigan company to go 100% employee-owned
All 330 of Rockford’s employees are eligible to become owners of the construction firm under an employee stock ownership plan.
Building Michigan’s healthy future requires a different kind of workforce strategy
Wayne State is investing in talent, research and partnerships to strengthen Michigan’s health workforce and improve community health.
Building Michigan’s healthy future requires a different kind of workforce strategy
Wayne State is investing in talent, research and partnerships to strengthen Michigan’s health workforce and improve community health.
Trump heads into a week of diplomacy, hampered by a lack of allies
At the United Nations on Tuesday and in meetings with China's Xi Jinping on Thursday, the president will largely stand alone.
Med Center Health 10K runners pounded the pavement Saturday
The Med Center Health 10K Classic, in its 47th year, was run Saturday , Sept. 19, 2026, at the Bowling Green Ballpark. The event featured a 10K wheelchair race, 10K race, 5K race and the Children’s Classic Run. Titus Winders won the men’s overall title with Corbin Harris coming in second and Wayne Blas third. Purity Sanga won the women’s overall title with Daisy Jepkosgei second and Rachel Tinius third. Matthew Porterfield won the wheelchair race with Matt Davis coming in second. Aerelle Jones won with 10K female wheelchair race. The top three male 5K winners were, in order, Lucas Page, Jay Beckner and Logan Rose. The top three female 5K winners were, in order, Sarah-Emily Woodward, Anna Cline and Autumn Tandy. (Joe Imel/Daily News)
Drake's Mother Sandi & Friends Joke About Wanting to Give Him Another Name
One of Sandi Graham's longtime friends shared a story about her initial misgivings.
Dr. Bucan-Kurepa prescribes a more personal approach to healthcare - Cross Timbers Gazette | Southern Denton County | Flower Mound
After 27 years of practicing medicine in Flower Mound, it would be easy to assume that Dr. Jelena Bucan-Kurepa has developed quite a following that has created a loaded daily schedule with a seemingly endless number of patients. But it’s actually quite the opposite. Sure, she has a devoted following of families who trust her […]
CHOMEX Expands Commercial Focus as Demand Grows for Portable Office Buildings and Mobile Workspaces
United States, September 20, 2026 -- Commercial deployments across Arizona, Texas, Colorado, Nevada and California drive increased focus on por...
🚨 OM-PSG: Le Classique line-ups are in!
It’s time for the L1 showdown!This Sunday evening, OM host PSG as part of the fifth Ligue 1 matchday.On paper, this Classique looks more one-sided than it has in a long time, despite Paris’ sluggi...
Celtic 'passive' & 'in trouble'
Celtic sustained a third defeat in a row after Rangers left Glasgow's east end with a 1-0 win in Sunday's Scottish Premiership match. For Martin O'Neill's side, it followed last Sunday's 3-0 League Cup loss away to Rangers and a midweek Europa League defeat at home to Ferencvaros. Former Celtic captain Scott Brown was on punditry duty for BBC Scotland and shared his thoughts on the game.
Boston 25 News
The Massachusetts Department of Public Health announced the eighth human case of West Nile virus in Massachusetts on Friday.
Martin O'Neill's post-match reaction on CelticPlayer
It was a disappointing afternoon in the East End of Glasgow for Celtic as Rangers ran out1-0 winners in the Glasgow derby.Ryan Naderi’s first-half goal was enough to separate the sides and give Dere...
Celtic suffer derby defeat at home
Scottish PremiershipSunday, September 20, 2026Celtic Park, GlasgowCELTIC…ORANGERS…1(Naderi 33)Celtic suffered a 1-0 defeat at home to Rangers for their first Premiership loss of the season and bri...
Ed Sheeran Found New Band to ‘Stand on Stage With Me' After Controversy
Ed Sheeran performed with a new backing band during his Saturday, September 19, concert after his previous team left the Loop Tour in solidarity with Macklemore's controversial departure.
Entertainment Stars Jeon Won-ju, Go Ji-yong, Han So-hee Spark Controversies
Entertainment Stars Jeon Won-ju, Go Ji-yong, Han So-hee Spark Controversies Weekly roundup includes fee disputes, backlash, custody battle, and verbal misstep
📸 Marseille v PSG: the biggest taunts of the decade!
All fair game. There are victories that stay in the memory... and the taunts that come with them.From Neymar to Payet, not to mention the community managers of both clubs, here’s a look back at a de...
Team’s Up – McInnes names unchanged XI to face Celtic
Derek McInnes has named his Rangers side for this afternoon’s Glasgow Derby against Celtic. McInnes has named an unchanged side from last weekend as he visits Celtic Park for the first time since hi...
Forum: Students ask about key issues
Abe Madkour answers college students’ sports business queries.
PSG XI vs Marseille – Predicted lineup and team news
PSG will be aiming to record a third consecutive victory in all competitions before the first international break of the season when they travel to face Marseille on Sunday.PSG head into Le Classique ...
Art project transforms Denton youth mental health center - Cross Timbers Gazette | Southern Denton County | Flower Mound
A local mental health facility in Denton is getting a vibrant makeover thanks to an inspiring collaboration with Denton County. The Art Room, a local nonprofit dedicated to supporting individuals with mental health challenges through the healing power of art, has partnered with the Denton County MHMR Center’s Child & Adolescent Center for its latest […]
Daizen Maeda to thank Celtic supporters ahead of kick-off
Daizen Maeda will be at the game today to thank the Celtic supporters and say a proper farewell before the Glasgow Derby kicks off…Daizen Maeda of Celtic scores the third goal via bicycle kick durin...
Fiesta de Salud brings free health resources, culture, community to Austin
Families gathered at the Emma S. Barrientos Mexican American Cultural Center on Saturday for Fiesta de Salud, a free community health fair aimed at helping Central Texans start the school year healthy and informed. READ MORE: https://www.kxan.com/news/local/austin/fiesta-de-salud-brings-free-health-resources-culture-community-to-austin/
Republicans find transgender issues a powerful political weapon in midterm campaigning
He's unpopular, his war is going badly and the US economy is strained.Axios reported that Elon Musk's "America PAC" has begun an ad blitz attacking Democrats over their unpopular transgender positions...
UC temporarily blocked from enforcing transgender name and pronoun rules
In a conservative win, campus members of an education advocacy organization may refer to transgender people using names and pronouns that are not consistent with that individual's gender identity, according
Brentford 3-0 Chelsea
Campbell: Fantastic win; Damsgaard outstanding, Keane Lewis-Potter was also very good. Took on and beat Chelsea in midfield and never reverted to a low block; a clear sign of the development of the team under Andrews. Brilliant game and evening if you're a Brentford fan and I hope we see more.
Sherrod Brown Tries a New Retort to Criticism on Transgender Issues
A spot from the Senate candidate in Ohio seeks to dismiss the Republican Party’s focus on transgender rights as a distraction from economic issues.
Bill Skarsgård Sounds Very Excited To Be Starring In Hideo Kojima's Physint
The actor released a new video promoting the project
300,000 visitors for game to boost business in Oxford, MS
News Channel 3 - Memphis, TN News, Sports and Weather
Mississippi-LSU game expected to boost business in Oxford
News Channel 3 - Memphis, TN News, Sports and Weather
PHOTOS: Tennessee Entertainment Commission announces Tennessee Music Advisory Council
Fox 17 provides local news, weather, sports, traffic and entertainment for Nashville and nearby towns and communities in Middle Tennessee, including Forest Hills, Brentwood, Franklin, Fairview, Dickson, Clarksville, White House, Greenbrier, Springfield, Gallatin, Hartsville, Lebanon, Mt Juliet, Smyrna, College Grove, Thompson’s Station, Centerville, Murfreesboro, Columbia, Lewisburg, Shelbyville, Manchester, McMinnville, Smithville, Sparta, Cookeville, Hohenwald, Waverly, Camden, Paris, Lafayette, Portland, and in Kentucky, Russelville, Bowling Green, Franklin, Alvaton, Scottsville, Hopkinsville, Glasgow.
Kroenke Sports & Entertainment plans $135M Ball Arena renovation
Plans include an expansion of the East Atrium; widening of ingress, egress and concourses; point-of-sale tech upgrades; and additional premium space.
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.
HRS: Food's impact on our brain health
Hampton Roads Virginia and Northeastern North Carolina News, Weather, Traffic and Sports.
Four generations of family keep this chocolate business sweet
Bob and Martha Pollack enlist four generations of the family to keep their candy business running.
Four generations of family keep this chocolate business sweet
Bob and Martha Pollack enlist four generations of the family to keep their candy business running.
Four generations of family keep this chocolate business sweet
Bob and Martha Pollack enlist four generations of the family to keep their candy business running.
Four generations of family keep this chocolate business sweet
Bob and Martha Pollack enlist four generations of the family to keep their candy business running.
Kentucky in final planning stages of new entertainment district
The Univ. of Kentucky’s plans to move forward with its on-campus Sports Adjacent Entertainment District are not only full-go -- they’re approaching the final planning stages before construction begins.
Asbestos health effects: Future research and education needs
Asbestos contamination across public spaces in Austria and Hungary has raised concerns about how hazardous materials can spread undetected
Meritage files Chapter 11 bankruptcy after Wendy’s traffic hits 30-year low
Wendy's franchisee Meritage has filed for Chapter 11 bankruptcy after a year of financial difficulty.
Anthropic quietly sets up biology lab as it ramps AI drug program
At a time when fears of AI are gripping the public, the startup has built a wet lab — or place for physical experiments — in the San Francisco Bay Area, two people familiar with the matter said.
Désiré Doué handed PSG contract extension offer
Paris Saint-Germain are in the process of tying down their key players to new contracts, and Désiré Doué is the latest to receive an extension proposal from the European champions, as per a report ...
Forgot to Pre-Order iPhone 18 Pro? Apple Store Pickup Available Today at Most Locations
Apple's new iPhone 18 Pro and iPhone 18 Pro Max models are now being delivered to customers worldwide following the pre-order period that began on Saturday, September 12. For those who didn't pre-order, there's now a 3-4 week wait time for iPhone 18 Pro Max models across all storage options and colorways in the U.S. Demand has been less strong for iPhone 18 Pro models, but you're still looking at a 2-3 week wait for any configuration.
Scott's Stumper
The News-Gazette presents “Scott’s Stumper,” a feature by Scott Shaffer that shows zoomed-in photos of various things around Randolph County.
Cody Fern says he was cast as a ‘Jared Kushner type’ villain on ‘House of Cards’ before the show imploded
‘American Horror Story’ actor Cody Fern says he was cast as a ‘Jared Kushner type’ villain on ‘House of Cards’ season 6 before the show imploded amid the firing of Kevin Spacey.
St. Mary parish business owner faces trial in $25k theft case
Acadiana's Local News Leader -- bringing Lafayette the latest news, weather, sports and entertainment
RWJBarnabas Health Running with the Devils 5K Run & Walk Celebrates 10th Anniversary
RWJBarnabas Health Running with the Devils 5K Run & Walk Celebrates 10th Anniversary on November 1st at Essex County’s South Mountain Recreation Complex.
LACCE
The Landslide Change Characterization Experiment (LACCE) will investigate landslides as they occur in real time across California and Alaska.
Indoor family entertainment concept coming to Denton - Cross Timbers Gazette | Southern Denton County | Flower Mound
A 30,000-square-foot entertainment center with trampolines, a ninja course, virtual reality, arcade games and more is coming to Denton. Launch Family Entertainment will open a new location on Friday, Oct. 30 inside the Golden Triangle Mall at 2201 South I-35. The center will also feature Multi Ball and a Valo Area, along with the Launch’s […]
Netflix exec Bela Bajaria punts on streamer’s future NFL ambitions
Netflix more than doubled its NFL footprint this season compared to last. The streamer is scheduled to exclusively broadcast five games as opposed to just two last year. It’s all part of the company’s broader live events strategy. Week 1 from Melbourne, Thanksgiving Eve, a Christmas doubleheader, and a Week 18 matchup with playoff implications…
HCA Healthcare Foundation awards $25,000 grant to Feeding Southwest Virginia
LewisGale Regional Health System announced on Thursday that the HCA Healthcare Foundation has awarded a $25,000 grant to Feeding Southwest Virginia to help expa
‘Halloween: The Game’ Developers Tease What’s Next…
Over 1 million players have already explored Haddonfield in just the first week of release for Halloween: The Game, and the developers at Illfonic are now
National Book Awards: Marlon James, Louise Erdrich and Karl Ove Knausgaard make long lists
Marlon James' novel “The Disappearers,” about the persecution of gay men in 1980s Jamaica, is nominated for a National Book Award | Talk 1370
National Book Awards: Marlon James, Louise Erdrich and Karl Ove Knausgaard make long lists
Marlon James' novel “The Disappearers,” about the persecution of gay men in 1980s Jamaica, is nominated for a National Book Award | WWL
Confirmed lineups: OFI Crete FC vs. TSG Hoffenheim
To open up their 2026-27 UEFA Europa League campaign, TSG Hoffenheim have travelled to Greece and face OFI Crete FC at the Pankritio Stadium from 18:45 CET this evening.With around an hour to go befor...
The T. rex had a body temperature similar to our own, study finds
Using fossilized teeth, scientists have finally taken the T. rex’s temperature — and it wasn’t too different from our own.