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Five One UI 9 features you should try first
Samsung released the stable One UI 9 update for the Galaxy S26 series in Korea on September 16. A wider rollout should start from September 21, with devices suc
Phillies Move Toward Deal With Braves Superstar Ronald Acuna’s Brother
The Philadelphia Phillies are reportedly nearing a contract agreement with a historic talent in an Atlanta Braves family member
September is unkind to Sean Payton-led teams
Sean Payton is a historically sub-.500 coach in September. Not the best data to dig up this morning, but it is what it is.
What Could Save Civilisation From Collapse? Scientists Simulate 1,000 Years
A new 1,000-year computer simulation explores how technological civilisations could survive disasters and recover from collapse.
Leif-Erik Holm leads latest AfD charge in eastern Germany
A founding member of Germany's right-wing populist AfD, Holm is hoping to take the anti-immigration party into power in Mecklenburg-Western Pomerania's state elections.
Stevie Wonder and the Politics of Rhythm
Lee Humber looks at the legacy of Stevie Wonder In September 1976, exactly fifty years ago this month, Stevie Wonder released Songs in the Key of Life (SKL).
Remembering designer Bob Mackie and his impact on American culture [Unscripted column]
When I was a tween and then a teen in the late 1960s and into the ’70s, I wouldn’t dare miss “The Sonny & Cher Comedy Hour” or “The Carol
Best Hulu deals and bundles: Best streaming deals in September 2026
Stream excellent shows and movies at a heavily discounted price.
Rays Get Contributions From Entire Roster While Seeking Division Title
Richie Palacios, Cam Booser, Victor Mesa, Jr. and Cole Sulser have been enjoying productive Septembers in helping the Tampa Bay Rays' pursuit of an AL East crown.
Golden Nuggets: Eddy Pineiro remains the league’s sickest kicker
Your daily San Francisco 49ers news for Saturday, September 19th, 2026
Science program elimination at Southeastern Voc Tech sparks backlash
Natural life sciences students and alumni crowded a September school board meeting to passionately defend the value of the shop.
Meta (META)’s Stilla.ai Deal Could Turn Business Agent Into a New Monetization Engine
Meta Platforms, Inc. (NASDAQ:META) is taking another step toward monetizing artificial intelligence beyond its core advertising business. On September 9, the company acquired AI startup Stilla.ai. The acquisition will strengthen the company’s agentic AI capabilities as it moves to capitalize on growing demand for AI agents that can handle business transactions. Plans are underway to […]
Patriot dedicated to Hong Kong: business heavyweights remember Tung Chee-hwa
The South China Morning Post shares reflections from people who knew Hong Kong’s first chief executive.
Why losses haven't shaken Pearl-Cohn football's championship aspirations
Here's why Pearl-Cohn football isn't sweating three early-season losses, with aspirations of a state title in December.
Air Force Officer Charged After Protesting Trump Says He Spoke to Defend Constitution
Major Jason Watson could face court-martial in what could become a rare test of a service member’s right to publicly dissent.
Sunderland vs Manchester City Premier League Prediction, Odds, Pick
Read Sunderland vs Manchester City predictions, picks and odds in our Premier League betting preview for Sunday, September 20.
Local Burbank business remembers NewsChopper 4 pilot George Marciniw
NewsChopper 4 pilot George Marciniw remembered by Burbank business. Brittany Hope reports for NBC4 at 5 p.m. on Sept. 18, 2026.
Los Alamos ScienceFest Returns September 18–26 with ‘It’s All Elemental!’
Scene from ScienceFest Discovery Day 2024/Courtesy photo Scene from Discovery 2025 at Los Alamos ScienceFest/Curtesy photo LOS ALAMOS MAINSTREET NEWS RELEASEReceived Sept. 18 Get ready for a week o…
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.
COVID-19 cases increased in August, September. Why doesn't Metro Health's dashboard show it?
Political Connections Florida September 18 2026
Political Connections airs each weeknight at 7 p.m. on Spectrum News.
Business briefs
NEW TO BOARD: The Autism Society of Mahoning Valley recently named four new members to its board of directors. The new board members bring diverse professional experience in human resources, healthcare, workforce and economic development, and real estate, strengthening the Autism Society’s leadership as it expands programs, partnerships, community engagement, and resources for individuals and […]
Business briefs
NEW TO BOARD: The Autism Society of Mahoning Valley recently named four new members to its board of directors. The new board members bring diverse professional experience in human resources, healthcare, workforce and economic development, and real estate, strengthening the Autism Society’s leadership as it expands programs, partnerships, community engagement, and resources for individuals and […]
COVID-19 cases increased in August, September. Why doesn’t Metro Health’s dashboard show it?
Frankie Muniz Talks 'Hitting Rock Bottom' and More Top Us Stories
Get a rundown of Us‘ top stories making headlines in celebrity news, sports and entertainment on September 18, 2026.
Izzo Lands Five-Star Point Guard Antonio Pemberton
Five-star point guard Antonio Pemberton committed to Michigan State on Friday, picking Izzo over seven other finalists. #GoGreen
Pa’ La Cancha, Chivas’ Official Video Game
Guadalajara, Jalisco, September 18, 2026.- Chivas announces the launch of its official video game, available for download on mobile devices starting today. It is the first video game created from the ...
Pa’ La Cancha, Chivas’ official video game
Guadalajara, Jalisco, September 18, 2026.- Chivas announces the launch of its official video game, available for download on mobile devices starting today. It is the first video game created from scra...
Syracuse Women's Basketball Announces Unique Tip Off For December Game
The Orange will host a different group of fans to the winter match up
Welcome to The World's Game: EA Sports FC 27 Early Access Trial with EA Play Available Today
The EA Sports FC 27 10-hour EA Play trial is now available on XBOX Series X|S, XBOX One, and XBOX on PC for Game Pass Ultimate and PC Game Pass members. If they decide to buy, their progress carries over to the full game, so they can pick up the season right where they left off.
Iran war’s cost grows to $43.6 billion in new U.S. military estimate
The figure is from U.S. Central Command, which oversees operations in the Middle East
Congress College Sports Acts
U.S. Sen. Maria Cantwell, D-Washington, left, speaks as Sen. Ted Cruz, R-Texas, right, listens during a September 14, 2026 news conference on their college sports bill tol Hill, Sept. 14,
PAHO: Strengthening El Niño raises growing health risks across the Americas
Drought, food insecurity, dengue, wildfires, and flooding are already affecting several countries across the region as El Niño intensifies.Washington, D.C., September 18, 2026 (PAHO) – El Niño continues to strengthen and could have significant public health impacts across the Americas in the coming months, according to the Pan American Health Organization’s (PAHO) first regional situation report on the phenomenon.
UA Trustees seek review of athletic program competitiveness
With Razorback football program failure becoming an obvious concern debated with varying degrees of vigor in many breakfast diners statewide, a member of the University of Arkansas Board of Trustees...
Trailside Nature & Science Center Modified Hours of Operation
Trailside Nature & Science Center will be closed to the public beginning Wednesday, September 23 at 12:00 p.m. through Friday, September 25 at 1:00 p.m. due to a scheduled conference being held…
TST Best Bets: September 18, 2026
Friday night’s college football slate features four undefeated teams looking to prove themselves against conference competition.No. 22 Houston travels to face No. 13 Texas Tech in a ranked Big 12 matchup, while No. 5 Miami visits Wake Forest for an ACC battle between 2-0 teams. With both favorites facing their toughest tests of the young season, we’re breaking down the best bet from each game.For all of your college football betting picks, here are today’s TST Best Bets, brought to you by BetOnl
Cherokee Nation shines light on Alzheimer’s
To help raise awareness for Alzheimer’s disease and dementia, a proclamation was signed Sept. 15 in the Cherokee Nation recognizing September as World Alzheimer’s Month.
Who you gonna call? Mon-davi ...
The first two events in the Mondavi Center's all season are coming up in late September, with many more events scheduled in October and November.
6 ways to manage your healthcare costs
Unlike a mortgage or utility bill, healthcare costs can vary widely each month. These strategies can help you understand your coverage and better prepare costs.
Housing authority subsidiary nixes mayoral candidate ‘evaluation’ effort
An effort by a subsidiary of the Fort Smith Housing Authority to produce a mayoral scorecard ahead of the November 2026 general election was short-lived after it received criticism from...
Housing authority subsidiary nixes mayoral candidate ‘evaluation’ effort
An effort by a subsidiary of the Fort Smith Housing Authority to produce a mayoral scorecard ahead of the November 2026 general election was short-lived after it received criticism from...
WA, FTC reach $225M settlement with multilevel marketing company Amway
The lawsuit accused Amway and two of its affiliates of using unfair and deceptive tactics to recruit members.
Analytics and Data Science News for the Week of September 18; Updates from Alteryx, Databricks, Golden Analytics & More
Solutions Review Executive Editor Tim King curated this list of notable analytics and data science news for the week of September 18, 2026. Keeping tabs on all the most relevant analytics and data science news can be a time-consuming task. As a result, our editorial team aims to provide a summary of the top headlines […]
Nets' Second-Year G Dёmin Tagged As Breakout Candidate
With members of the Brooklyn Nets setting lofty expectations on this year's group, second-year G Egor Dëmin is at the forefront of this belief. If he can carry over his strides in the Summer League, Dëmin is in for a big year.
Novant Health drives $4.33B in regional economic impact, study says
Novant Health Coastal Region generates an annual overall economic impact of $4.33 billion in the Wilmington Metropolitan Statistical Area (MSA), according to a new report. Commissioned by Novant Health and conducted by Mouhcine Guettabi, associate professor of economics at the University of North Carolina Wilmington and the area’s regional economist, the report evaluates population growth in New Hanover, Brunswick and Pender counties and whether the area’s healthcare infrastructure is positioned to meet the region’s demand. According to the study, while healthcare employment has kept pace with population growth in New Hanover and Pender counties, it has not kept up with the rapid population growth in Brunswick County, which is skewed toward an older population. “It points very clearly to Brunswick County being the bottleneck, or being the place where investment is most needed,” Guettabi said to the Business Journal Friday, “because the growth is the fastest, the composition of the growth is older (adults) and demand for healthcare is much higher for the subpopulation.” The Novant Health Coastal Region employs 8,295 full-time equivalent workers, according to the report, and is the region’s largest employer. Overall, through direct, indirect and induced impacts, the Novant Health Coastal Region supports 19,573 jobs, the report said. Using data collected from internal payroll, financial and capital reports, the report estimates that Novant Health Coastal Region pays approximately $1.15 billion in total compensation to its employees. According to the study, the provider’s annual operating expenditures, or direct economic impact, total $2.36 billion. That direct impact ripples through the regional economy through spending at its suppliers, or indirect impact, and household spending by staff and its suppliers’ workers, or induced impact. The report estimates the Novant Health Coastal Region’s indirect economic impact is $786 million, reflecting the multiplying effect of the provider’s operating expenses on expenditures like medical supplies, facilities, food, IT and professional services. Because 86.9% of Novant Health Coastal Region employees live within the tri-county region, the report estimates that wages paid by Novant circulate into the regional economy, creating an induced economic impact of $1.17 billion. “That money just doesn’t go into thin air,” Guettabi said of the wages paid to Novant Health Coastal Region employees. “Some of that money is being re-spent, and therefore it’s supporting grocery stores, hiring, restaurants and bars, and there are a lot of other companies or organizations whose employment, whose activity partially depends on that.” The combination of direct ($2.36 billion), indirect ($786 million), and induced ($1.17 billion) impacts totals an estimated $4.33 billion, according to the report. A study commissioned by Novant Health in 2024 and conducted by FTI Consulting’s Center for Healthcare Economics and Policy found that Novant Health generated nearly $2 billion of direct impact, with $628 million in indirect impact and $857 million in induced impact. Healthcare investments in the pipeline for Brunswick County Additionally, the study found that while healthcare employment has kept pace with population growth in New Hanover and Pender counties, it lags in Brunswick County. “Once you go below the metro level and you decompose the three counties that make up the Wilmington Metro,” Guettabi said, “it becomes fairly clear that Brunswick is the standout. And not only that, but clearly the growth there is fully domestic migration and largely retiree-driven migrants.” Using data from the Centers for Medicare and Medicaid Services on per-capita healthcare spending among age groups, Guettabi estimates that adults aged 65 and older demand 2.44 times the healthcare of working-age adults. “The share of the population in Brunswick County that’s over the age of 65 is 33%,” Guettabi said, “which is so much higher than the average share of people over the age of 65 within the state or within the country.” The report emphasizes that Brunswick County is the “strongest candidate” for new healthcare investment, adding that patient discharge records show Brunswick residents rely heavily on facilities in New Hanover County for inpatient care. “Investments in Brunswick County would not only meet the demand for those residents, but it would also relieve pressure for New Hanover County residents,” Guettabi said. Laurie Whalin, president of the Novant Health Coastal Region, told the Business Journal Friday that the provider plans to expand services at Novant Health Brunswick Medical Center, in addition to other investments in the area. In April, the state granted conditional approval to both Novant Health and Columbus Regional Healthcare System to build new hospitals, just miles apart, on either side of the Columbus County and Brunswick County borders. Columbus Regional’s $214 million 30-bed hospital would be located at the former Acme-Delco Middle School in Delco, according to the application. The project’s approved timetable has construction slated to finish in May 2029, with the hospital open for service by October 2029. The Whiteville-based provider, which Atrium Health manages, broke ground on an Advanced Care facility in December 2025 and operates four specialty clinics in Leland. Meanwhile, Novant Health’s proposed $251 million 20-bed hospital would be built just miles from Columbus Regional’s proposed hospital, near the Compass Pointe community in Leland. The provider estimates the hospital will open by 2030. State officials also approved Novant Health in March to build a freestanding emergency department in Carolina Shores, near U.S. 17. The project is estimated to cost $24 million, according to the application, and will operate under the Novant Health Brunswick Medical Center license. Additionally, Novant Health’s 16,000-square-foot ambulatory surgery center is slated to open in Leland by year’s end, officials said.
Public Administration vs. Politics: What Public Administrators Can Do Beyond the Rhetoric
The views expressed are those of the author and do not necessarily reflect the views of ASPA as an organization. By George S. WelchSeptember 18, 2026 Every election cycle produces a familiar pattern. Candidates make promises. Political leaders exchange criticism. Advocacy groups mobilize supporters. Social media amplifies conflict. News coverage focuses on controversy, competition and […]
Browns' Secondary May Be Shorthanded Against Buccaneers
Only one player has been ruled out for Cleveland Browns showdown with Baker Mayfield and the Tampa Bay Buccaneers, while a key member of the secondary is questionable.
James Burdick, MD: Harnessing health care wizardry
AMA member and senior physician James F. Burdick, MD, has made a big mark over his extensive career as a transplant surgeon.
James Talarico, Seeking Black Votes in Texas Senate Rate, Wins Crucial Endorsement
The Congressional Black Caucus’s political wing backed James Talarico, who defeated a Black opponent in the primary. He faces Ken Paxton, the Republican state attorney general, in November.
Congress session highlights value of youth engagement in health
The European Respiratory Society Congress featured a special session on Wednesday 9 September, that put youth engagement in the spotlight. On the final day of the Congress, passionate youth advocates took to the stage, alongside researchers and healthcare professionals, to deliver a key message that young voices can drive positive change in healthcare.
Iowa’s Rural Mainstreet Index decreases, farm prices increase in September
Iowa’s Rural Mainstreet Index decreased to 44.6 from 46.2 in August, according to a monthly survey of rural bank CEOs. The state’s farm and ranchland price index increased to 50 from 44.2 since last month. The Rural Mainstreet Index covers 10 regional states and rural communities, providing the most current real-time analysis of the rural…
Angle Health raises $600M, including $400M secondary
Angle's platform is designed to steer members toward less expensive care settings.
Ahead of Roma vs. Inter; Nerazzurri's training session
It's the day before Roma vs. Inter on Serie A matchday 5. The Nerazzurri take on the Giallorossi at the Olimpico at 18:00 CEST on Saturday, 19 September. Before travelling to the capital, the Nerazzur...
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.
Democratic Senators Reintroduce the Health Infrastructure Security and Accountability Act
On September 17, 2026, two Democratic Senators reintroduced the Health Infrastructure Security and Accountability Act, which seeks to improve A pair of Democratic Senators reintroduced the Health Infrastructure Security and Accountability Act, which seeks to increase healthcare cybersecurity standards. The bill calls for $1.3 billion in government investment to help healthcare organizations adopt the essential and enhanced HHS cybersecurity goals, including $800 million for rural and underserved hospitals.
200 Bechtel jobs in Reston affected by TerraPower split
Bechtel notified Virginia officials that approximately 200 Reston employees could be affected by staffing reductions beginning in November.
10 New Electronics At Best Buy To Look Out For In September 2026
Those looking to upgrade their repertoire of tech accessories have a lot to choose from this September, whether you're an audio or photography enthusiast.
Next Week on XBOX: New Games for September 21 to 25
Welcome to Next Week on XBOX! In this weekly feature we cover all the games coming soon to XBOX Series X|S, XBOX One, XBOX on PC, and Game Pass! Get more details on these upcoming games below and click their profiles for further info (release dates subject to change). Let’s jump in!
Duncan Sheik, Tony Award-winning composer, dies at 56
Duncan Sheik attends 'The Broadway Legacy Foundation Launch' at the Broadway Museum on November 11, 2025 in New York City. (Santiago Felipe/Getty Images)Duncan Sheik, the Tony Award-winning composer behind Spring Awakening and more, has died, according to his Instagram. He was 56.The Friday morning Instagram post said the "father, husband, son, brother, and friend" died on Thursday night "surrounded by love."A message shared on Sheik's Instagram earlier this week by his family said he was "receiving medical care" and was "in critical but stable condition.""The world has a lost a singular talent, and deeply influential voice in music and theater," Friday's statement said. "From his Grammy-nominated hit “Barely Breathing” to his groundbreaking, Tony and Grammy Award-winning work on Spring Awakening, Duncan’s artistry touched many and leaves an indelible mark on the cultural landscape."Born on Nov. 18, 1969, in Montclair, New Jersey, Sheik rose to fame in 1996 when he released his self-titled debut album, which included his hit song, "Barely Breathing."The song peaked at No. 16 on the Billboard Hot 100 chart and earned him a Grammy nomination for best male pop vocal performance.Following his debut album, he released Humming in 1998, Phantom Moon in 2001 and Daylight in 2002.While "Barely Breathing" established Sheik as a singer-songwriter, his career later expanded into musical theater, where he found success as a composer.Sheik collaborated with lyricist Steven Sater and composed the music for Spring Awakening, which opened on Broadway in 2006.He told Broadcast Music, Inc. in 2015 that around the time he was making the music for Spring Awakening, he wasn't "a huge fan" of music that was happening on Broadway and he wanted to make the music for an audience "beyond the normal crowd that would go to a Broadway musical."The rock musical, based on Frank Wedekind's 1891 play and starring Jonathan Groff, Lea Michele, John Gallagher and Skylar Astin, became a major success. It won eight Tony Awards in 2007, including best musical, best original score and best orchestrations.He went on to compose music for several other stage productions, including American Psycho and Because of Winn-Dixie. He also collaborated with Sater again on Alice by Heart and The Secret Life of Bees.In his interview with Broadcast Music, Inc., he added that working on musical theater has "helped broaden my palette."Sheik went on to release several more albums throughout his career, including White Limousine, Whisper House, Covers 80s, Legerdemain and Claptrap.In May, it was announced that Sheik's new musical, Memoirs of Amorous Gentlemen, would make its off-Broadway debut this fall. The musical is based on Moyoco Anno's manga graphic novel of the same name.An off-Broadway revival of Spring Awakening is also set to open this fall. Copyright © 2026, ABC Audio. All rights reserved.
PAHO strengthens regional dialogue to prevent and respond to violence against health workers
Washington, D.C., September 18, 2026 (PAHO) – The Pan American Health Organization (PAHO) brought together about 400 participants from 34 countries in the Region for a virtual seminar to analyze the challenges posed by violence against health workers and promote comprehensive responses for its prevention and management. Additionally, a new factsheet titled Preventing violence against health workers in the Region of the Americas was presented.
Clover Health Sees PPO Edge, Cohort Gains as Medicare Advantage Pricing Tightens
Clover Health Investments (NASDAQ:CLOV) is positioning its Medicare Advantage business to benefit from industry pricing discipline, member retention and the maturation of member cohorts, Interim Chief Financial Officer Clay Thornton said at Jefferies’ Healthcare Services and Technology Conference in
Alliance Entertainment and BioVie Interviews to Air Nationally on the RedChip Small Stocks, Big Money(TM) Show on CNBC and Bloomberg TV
ORLANDO, FL / ACCESS Newswire / September 18, 2026 / RedChip Companies will air interviews with Alliance Entertainment Holding Corp. (Nasdaq:BIVI) on the RedChip Small Stocks, Big Money™ show, a sponsored television program airing on Bloomberg TV this Saturday, September 19, at 7:00 p.
Chico entertainment zones not ready despite ordinance taking effect
CHICO, Calif. - An ordinance allowing entertainment zones in Chico where people can move from business to business with alcoholic drinks takes effect on Friday, September 18. But the zones are not yet operational.The ordinance was approved August 18, with the effective date set for 30 days. City officials said they hope to have the zones up and running this fall, but an exact date isn't set. The city is working with the Chamber of Commerce, Meriam Park and the Downtown Chico Business Association on details like approved containers and wristbands.The city is also installing signs that show the boundaries of the entertainment zones. Once operational, the zones will allow customers 21 and over to buy alcoholic drinks from participating businesses and carry them within the boundaries from 10 a.m. to 10 p.m.
CVS Health Redevelops Soccer Pitch Alongside Seattle Reign FC and the RAVE Foundation
Originally published on Company NewsroomThe new mini-pitch brings safe access to play to Orchards Elementary School in Vancouver, WA, as part of 's multi-year field revitalization commitmentNORTHAMPTON, MA AND WOONSOCKET, RI / ACCESS Newswire / September 18, 2026 / ® (NYSE:CVS) announced it has redeveloped a mini soccer pitch in collaboration with Seattle Reign FC and the club's charitable arm, the RAVE Foundation. The mini-pitch, which is located at Orchards Elementary in Vancouver, WA, is now
Fraudulent business checks tied to Enid daycare lead to arrests of two employees
The Enid Police Department has arrested two daycare employees on complaints of fraud and embezzlement involved with fraudulent business checks.According to EPD,
Weekend Gardener: 2026 Texas A&M Department of Horticultural Sciences Field Day
Community members are invited to learn more about the research being done in the Texas A&M Department of Horticultural Sciences Department.
Could Canada join the EU?
Mark Carney eyes up ‘associate membership’ status as Brussels seeks closer alignment on trade and security
4 Best New Shows to Watch This Weekend (September 18-20): ‘Youth' and More
Summer is officially ending next week, so why not watch a good new TV show or two?
The Clicks Communicator Ships in December With More RAM and New Mobile Service
A new video shows off the BlackBerry-like phone's features, including the speech-to-text Prompt Key, Message Hub and new Clicks Mobile wireless service.
Penelope Health Announces Partnership with Thoreau to Accelerate its Platform for Real-Time Policy Intelligence
NEW YORK, September 18, 2026--Penelope Health ("Penelope"), a real-time provider and payer policy intelligence platform, today announced a partnership with Thoreau, which is building healthcare’s foundational compute, rules, and research infrastructure platform, to create a shared infrastructure layer for real-time payments and clinical rules. Thoreau, along with other investors, has committed $100 million in funding to Penelope. Penelope will use the capital to create new products that bring ad
What's the 411?
We remember fashion designer Bob Mackie, the man behind the fabulous gowns worn by Cher, Diana Ross, Dolly Parton and many other. He was 87.
Jim Cramer Compares Aveanna Healthcare (AVAH) With Hinge Health (HNGE)
A caller asked for Jim Cramer’s long-term thoughts on Aveanna Healthcare Holdings Inc. (NASDAQ:AVAH) during the lightning round of the September 14 episode of Mad Money. He replied: They have a good model. They remind me of Hinge, not exactly, but in just this kind of discreet good model will make money. And I think […]
3 Arsenal players called up by Spain to face England
Spain have called up three Arsenal players for the September-October international break, as they prepare to face England in their opening game.Photo by Julian Finney/Getty ImagesSpain have confirmed ...
‘You’re kneecapping us’: Amtrak plan near Rate Field sparks South Side fury
Amtrak’s attempts to justify its plans for the Bridgeport rail facility were largely drowned out by boos and jeering from a raucous crowd of community members.
Capcom details performance for Monster Hunter Wilds on Nintendo Switch 2
Capcom gave us our first look at Monster Hunter Wilds on Nintendo Switch 2 during last week’s direct, and they have just provided details how it will run on Nintendo Switch 2. Monster Hunter Wilds is set to release on the platform December 4, 2026. It seems that Nintendo Switch 2 is locked onto just one setting in handheld, running...
Sound science used to protect Collier from mosquitoes
In response to the letter about the Collier Mosquito Control District published September 9, I'd like to set the record straight as a sitting commissioner. It is disappointing that misinformation is being spread to advance a political campaign.
Illinois' 2nd-largest government union spent 38 times more on politics than member representation
New federal LM-2 reports reveal SEIU Illinois spent 72% of its 2025 budget on politics and less than 2% representing members.
Commute: Preseason Hoops kicks off today
The Morning Commute for Friday, September 18th, 2026.
Who wants to lead the WHO? Four candidates jostle for top job as deadline nears
As the nomination deadline nears for the global health body, some candidates may be better placed than others to win support from key member states amid the agency’s geopolitical realignment.
Life Finally Gets Easier For 3 Zodiac Signs During The Capricorn Moon On September 19
Life's finally getting easier for three zodiac signs during the Capricorn Moon on September 19, 2026. They are: Taurus, Virgo, and Scorpio.
Congress has failed to regulate AI for years – and there’s little sign that’s changing
In December 2024, a bipartisan congressional task force studying the possible perils of artificial intelligence issued 85 recommendations for how lawmakers could act on the issue. GOP Rep. Jay Obernolte, a key figure on the task force, asked Republican leaders to go even further, establishing a special committee to draft legislation.
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.
Support Magistrate May Serve Mental Health Nonprofit, But Not Participate in Sexual Violence Event: Judicial Ethics Opinion 26-25
A support magistrate (1) may serve on the board of a local not-for-profit mental health organization that does not accept court referrals; (2) may donate to and attend the organization’s annual fund-raising gala; (3) may serve on its event-planning committee; (4) may help plan and attend a “Financial Literacy” event, but may not participate in a “Take Back the Night” event; and (5) may serve on the organization’s internal nominating committee to nominate current members for board positions.
ANFREL, International IDEA to launch new report on citizen monitoring of political and campaign finance in Asia
The Asian Network for Free Elections (ANFREL) and International Institute for Democracy and Electoral Assistance (International IDEA) are launching a framework for action on monitoring campaign and political finance during the Political Finance Transparency and Oversight International Roundtable in Ulaanbaatar, Mongolia, on 23 September 2026. ANFREL Executive Director Brizza Rosales and International IDEA Senior Programme
Microsoft fixes broken copy and paste for Excel 2016 users
Microsoft has fixed a known issue that causes copy-and-paste failures for some Excel users after installing the September 2026 KB5002914 security update.
Run 4 Hunger And Health Benefits Food Pantry And Youth And Family Services
The eighth annual Run 4 Hunger And Health took place at Fairfield Hills on September 12. There were 61 finishers in the 5K event which is hosted by the Knights of Columbus and supports FAITH Food Pant...
Matias
Seven years in purgatory. The two-legged tie against Schalke 04 in the 2011 Champions League quarter-finals was memorable. The match was remembered for Stankovic’s goal from the halfway line, but al...
Amendment 86 will head off ‘redistricting war’
In November, Coloradans can pass Amendment 86, which protects the citizen-led-and-drawn mapmaking process by requiring any congressional redistricting map drawn mid-decade to be approved by the independent commission and the Colorado Supreme Court and by prohibiting any map drawn to purposefully favor one political party. This amendment is personal because five years ago I was […]
Recycling Committee Starts Brainstorming Green Business Certification
The Recycling Committee toyed with a new green initiative at its meeting on Monday, September 14, that would have them work with local businesses to reduce restaurant waste.
New York Times Staffers Protest 175th Anniversary Gala Over AI, Health Care Contract Disputes
New York Times Guild members plan to protest outside the paper’s 175th anniversary gala over health care costs and AI protections.
Today in sports history, November 12
Today in sports history, November 12
🚨 Rafa Márquez names first Mexico squad
This Thursday, Rafael Márquez’s first squad list as head coach of the Mexican national team was unveiled for the FIFA dates in September and October.The Mexican manager will continue Javier Aguirre...
GameStop (GME)’s Collectibles Business is Quietly Rewriting its Profit Story
On September 8, 2026, the Wall Street Journal reported GameStop Corp. (NYSE:GME) second-quarter net income of $298.7 million, up from $168.6 million a year earlier, even as revenue fell to $790.2 million from $972.2 million. The video-game retailer raised its full-year adjusted EBITDA outlook to more than $650 million from a prior target of more […]
STScI Scientists Part of Collaboration Receiving 2027 Berkeley Prize
Scientists from the Space Telescope Science Institute (STScI) are members of the collaboration that has been awarded the 2027 Lancelot M. Berkeley–New York Community Trust Prize for Meritorious Work in Astronomy as part of their work with the UNCOVER project.