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Meet Earth’s newest wild cat species, living in Bolivia and the first named in over a century
A previously unknown cat species has been identified in plain sight: at a wildlife sanctuary in Bolivia, where the small, spotted feline had been living for years after being taken in by a local family.
7+ Florida Politics Now: Discussing the Protect College Sports act and Alligator Alcatraz
On this episode, we’re discussing the Protect College Sports act and Alligator Alcatraz.
7+ Florida Politics Now: Discussing the Protect College Sports act and Alligator Alcatraz
On this episode, we’re discussing the Protect College Sports act and Alligator Alcatraz.
Menopause and estrogen patches dominated DC conversations. Now what?
Menopause took center stage in Washington, DC, with meetings about testosterone, estrogen patches, and how to improve women's health care.
Republicans Are Now the ‘Elitist’ Party, Voters Say
We spoke to independents who have soured on Trump.
When your boss is your landlord: UVM Health Network job cuts put employee housing at risk
Following hundreds of job cuts, some healthcare workers say losing their job now means potentially losing their home, too.
Steelers Afternoon Drive: Patriots Preview & Predictions
Welcome to the Steelers Afternoon Drive, our new daily podcast featuring all the latest Steelers news and analysis. Alan Saunders […]
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.
Analysis: Schuster shines as Igor Thiago breaks his duck
Three weeks without a game is not something any Premier League fan is looking forward to, but Brentford supporters can at least spend the forthcoming international break reflecting on their side's excellent start to the season. It is now six games unbeaten to start 2026-27 and, for now at least, they are looking down on all but Arsenal and Manchester City in the table. Arguably, Brentford's biggest strength is their adaptability - finding the approach that is best suited for any given game or opponent.
Art Garfunkel to perform at Modesto’s Gallo Center. When, relationship with Simon
“If you’re not alive and happening now, what are you?”
Florida confirms a death from dengue as the state struggles with one of its worst recent outbreaks
Florida is experiencing one of its worst surges of dengue fever in decades, and the toll now includes a death. The Florida Department of Health confirmed the death Friday, though it didn't provide fu...
Local health officials urge measles vaccination amid exposures
ROCHESTER, N.Y. (WROC) — More measles exposures are being reported across the region. Exposures are now being tracked at the Frederick Douglass Greater Rochester International Airport, as well as a fe...
Steelers’ Michael Pittman Trending in Wrong Direction vs. Patriots
PITTSBURGH — Pittsburgh Steelers No. 2 wide receiver Michael Pittman Jr. (foot) did not practice on Friday, marking the second […]
President Donald Trump Bans CNN, MS NOW, and Politico From White House
The move marks a major escalation of the White House’s conflict with the reporters who cover it.
Vance campaigns in red Iowa but barely mentions competitive Senate race
(CNN) — Vice President JD Vance hit the trail in Iowa Friday — a state his boss won by double digits that’s now home to competitive Senate and gubernatorial contests
Novant Health’s economic impact hits $4.33B as Cape Fear population surges
Novant Health’s Coastal Region now generates $4.33 billion in annual economic output, more than triple what it reported a decade ago, according to an updated independent analysis by University of North Carolina Wilmington economist Mouhcine Guettabi.
Novant Health’s economic impact hits $4.33B as Cape Fear population surges
Novant Health’s Coastal Region now generates $4.33 billion in annual economic output, more than triple what it reported a decade ago, according to an updated independent analysis by University of North Carolina Wilmington economist Mouhcine Guettabi.
'The Ford/Hill Project' review: Anita Hill, Christine Blasey Ford testify
In 'The Ford/Hill Project,' a new docudrama created by Elizabeth Marvel and director Lee Sunday Evans now at REDCAT, the Senate testimonies of Anita Hill and Christine Blasey Ford are entwined to throw into relief enduring political patterns.
Sway Dasafo, award-winning British rapper, dies at 44
LOS ANGELES — Sway Dasafo, a pioneering British Ghanaian rapper known for his lyric storytelling and championing of British music, has died. He was 44. The rapper and producer's death
Business 51 rebuild through Weston slips toward 2030 as village presses state for a crossing DOT says won't fit
Weston has been planning for Business 51 construction in 2029-30. The DOT's schedule now points to 2030-31. Meanwhile, the village is pushing for a pedestrian crossing at Neupert Avenue that the state says the highway can't fit, and it just lost a grant for a second crossing near the elementary school.
Angelina Jolie directs Salma Hayek, Demián Bichir in 'Without Blood'
“Without Blood” is now playing in theaters.
Angelina Jolie directs Salma Hayek, Demián Bichir in 'Without Blood'
“Without Blood” is now playing in theaters.
Red Wings Hope to Increase Scoring By Being More Physical
The Detroit Red Wings hope to solve two problems with a single remedy during the 2026-27 season. They believe if […]
Heavy caffeine users and deeper sleep; wonders of microscopic life; preparing for life after an Alzheimer’s diagnosis; plus other stories with Vanderbilt Health sources
Beth Malow, MD, Professor of Neurology and Pediatrics in the Vanderbilt Sleep Division, was quoted in Women’s Health about a surprising study from the Journal of Psychopharmacology indicating that heavy caffeine users get deeper non-rapid-eye-movement sleep, even while sleeping less time. The New York Times quoted Dylan Burnette, PhD, Associate Professor of Cell and Developmental Biology, in a story (with videos) about the wonders of the microscopic life all around us. William Schaffner, MD, Professor of Preventive Medicine, was quoted by several news outlets about public health issues, including: Prevention (rabies vaccinations); Healthline (update on the Cyclospora outbreak); Prevention again (hundreds now sickened in measles outbreak); and AARP (“How do we know vaccines are safe?” video interview and transcript). Science posted a story about a new NIH research center on vaccine harms. The piece quotes Kathryn Edwards, MD, Professor of Pediatrics, Emerita. Lealani Mae Acosta, MD, MPH, Associate Professor of Neurology, was quoted in an Everyday Health story about how a person, after a diagnosis of Alzheimer’s disease, can enrich their life and prepare for the future. Amalia Peterson, MD, Assistant Professor of Neurology, was quoted by Everyday Health in a piece about common medications linked to lower dementia risk.
iOS and iPadOS 27 expand language support for several system features
Apple today confirmed that more than 30 new languages and language variants are now supported across iOS and iPadOS features.
Is marine biology at Eckerd right for you?
It is no secret that Eckerd College is known for its marine science program. Every year, hundreds of students in search of a place to further their dreams of becoming
Nottingham Forest vs Coventry City: Team News, Preview & More
Everything you need to know as Nottingham Forest prepare to host Coventry City on Saturday in the Premier League.
Trump says he is banning CNN, MSNOW and Politico from the White House
The president chalked the ban up to what he called unfavorable coverage, and he threatened that bans on other media companies could be coming.
Virginia Tech’s Season Begins Saturday Night Against Maryland
Virginia Tech enters Saturday night's game against the Maryland Terrapins, sitting at 2-0 on the season for the first time in five years. For the Hokies, it's been a solid start to the James Franklin era. Tech has thoroughly beaten two overmatched opponents at home in Blacksburg, and will now head on the road for …
Is Indigenous Knowledge Science? Understanding Indigenous Science ⋆ The Costa Rica News
Explore Indigenous science, Indigenous knowledge, and Western science through Sarah Lynn Thomas’s reflections from the World Ayahuasca Forum.
Trump says he is banning CNN, MS NOW and Politico from White House
It is the administration's latest test of constitutional First Amendment protections
Exclusive-Kennedy names new chair for US autism advisory panel, sources say
WASHINGTON, Sept 18 (Reuters) - US Health Secretary Robert F. John Gaitanis, to lead a key federal advisory panel on autism on Friday, two people with knowledge of the announcement told Reuters.
Trump says he is banning CNN, MS NOW and Politico from White House
It is the administration's latest test of constitutional First Amendment protections
Patriots Could Be Without Key Starter vs. Steelers
New England Patriots head coach Mike Vrabel revealed on Friday that cornerback Carlton Davis (neck) will be questionable ahead of […]
Trump says CNN, MS NOW and Politico are banned from White House for 'fake news'
President Donald Trump announced Friday that he is banning three major news outlets from the White House.
Donald Trump says he is banning CNN, Politico and MSNOW from White House
The US president has had a tense and fiery relationship with the US media since returning to office.
Trump says he is banning CNN, MSNOW and Politico from the White House
President Donald Trump says he is banning CNN, MSNOW and Politico from the White House due to what he called unfavorable coverage, and threatens that more such prohibitions of media outlets could follow.
Trump says he is banning CNN, MSNOW and Politico from the White House
President Donald Trump says he is banning CNN, MSNOW and Politico from the White House due to what he called unfavorable coverage, and threatens that more such prohibitions of media outlets could follow | KCBS All News 106.9FM and 740AM
Trump says he is banning CNN, MSNOW and Politico from the White House
President Donald Trump says he is banning CNN, MSNOW and Politico from the White House due to what he called unfavorable coverage, and threatens that more such prohibitions of media outlets could follow | KNX News 1070 AM
Trump says he is banning CNN, MSNOW and Politico from the White House
President Donald Trump says he is banning CNN, MSNOW and Politico from the White House due to what he called unfavorable coverage, and threatens that more such prohibitions of media outlets could follow | News-Talk 1380 WAOK
PENN Entertainment, Inspired, Lovesac, Rush Street Interactive, and Marriott Vacations Stocks Trade Down, What You Need To Know
What Happened? A number of stocks fell in the afternoon session after rising Treasury yields and higher interest rates intensified worries over household fin...
Nottingham Forest v Coventry City: Key stats and talking points
Nottingham Forest earned their first win of the season last weekend and now face a bottom-of-the-table Coventry City side yet to score or avoid defeat since their return to the Premier League. Nottingham Forest answered Oliver Glasner's call to find the "final bit missing" when they deservedly beat Aston Villa last weekend. Head coach Glasner was referring to his team's goalscoring issues but it could just as easily apply to their troublesome home form.
Report: Jay Sartori Returning to Tigers Front Office
Jay Sartori is on his way back to Detroit, and Scott Harris now has company in the front office. #Tigers
All About Golfer Brendan Valdes’ Cancer Diagnosis & Health Now
He was diagnosed with non-Hodgkin lymphoma earlier this year.
Esteemed Entertainment Journalist, Author Edward Morris Dies at 90
Morris was known for his 14-year tenure with Billboard, and authored eight books.
U.S. Supreme Court ruled against Trump . . . for now
The U.S. Supreme Court rejected President Donald Trump's mail-in ballots executive order. But, Conservative Justice Brett Kavanaugh left open the possibility of implementation in the future. What does that mean?
The SBA Might Change Small-Business Size Standards. Here's What Business Owners Need to Know
As the SBA seeks to redefine size standards, some companies argue that the proposal would render the "small business" definition as meaningless.
These midterm polls caught our attention this week. They’re good for Democrats.
Political strategists and pollsters say surveys are usually more reliable after Labor Day.
Flyers Training Camp Day 2: Absences, Observations & More
Day 2 of Flyers training camp kicked off in Voorhees, New Jersey, starting with Group C on Friday. The groups […]
Luminis Health faces class-action lawsuit as cyberattack exposes patient data
As Luminis Health continues working to restore systems disrupted for weeks by a cyberattack, the health network is now facing a proposed class action lawsuit fr
Pittsburgh Football Show, Episode 2, Sept. 18, 2026
Welcome to the show, Pittsburgh. I’m incredibly pleased to unveil The Pittsburgh Football Show, our new three-hour weekly broadcast that […]
It's the end of the world as Chat Pile knows it
Vocalist Raygun Busch on the band's new album, Dave Matthews, political music, and being "as blunt as possible."
Memorial Health to host prostate cancer screenings and men’s health event
It's an all-encompassing men's health event.
Bills' decision to play Canadian anthem is "all about the business"
The Bills christened their new stadium with both the American and Canadian national anthems, with the quartet known as Barenaked Ladies singing O Canada before kickoff.
Alabama Florida State Rematch: What’s Changed Since 2025
Alabama’s Florida State rematch comes at a time when head coach Kalen DeBoer and his team are still trying to figure out what they trust. Last year, the Seminoles defeated Alabama 31-17 by controlling the line of scrimmage and making the Crimson Tide chase the game. Now Alabama is 2-0, is ranked No.10, and is …
Dolphins coordinator has no excuses for poor special teams play
The Miami Dolphins were horrendous on special teams last week, and coordinator Chris Tabor knows there's a lot of work to be done.
Red Sox Magic Number: Could Clinch Against Rays
The Boston Red Sox could clinch a postseason spot against the Tampa Bay Rays
Can We Appreciate Aaron Rodgers’ Last Ride?
Welcome to Steelers Morning Rush, our new daily short-form podcast with Alan Saunders, giving a longer perspective on a single […]
Trump’s reason for holding the Kennedy Center hostage doesn’t even make sense
There is plenty that’s bizarre about President Donald Trump’s attempt to take the Kennedy Center hostage over a judge’s refusal to let him put his name on it. He’s now indicated twice in recent days that he will abandon the center — and even let it be “ripped down” — if the courts don’t change the ruling.
5 things to know in life sciences: Week of Sept. 14, 2026
FDA launches pilot to accelerate early-stage drug development. This and more in this week’s life sciences update.
Windows 11 can now rewind your whole PC, including the file you just created
System Restore is good, but this new feature is even better.
Nearly 300,000 Louisianans on Medicaid must soon choose a new plan. Here’s what to know.
People who have the Healthy Blue Medicaid plan in Louisiana will soon have to choose a new insurer after parent company Elevance Health chose to leave the state’s Medicaid market.
Acceldata Launches xFactory for Building Governed AI Applications From Business Intent, on Federated Data
Enterprises can now create AI applications and agents — executing natively on open engines including Apache Spark, Trino and Kafka — and connecting to Snowflake and Databricks, so your data stays where it is. LONDON, Sept. 18, 2026 — Acceldata has announced the launch of xFactory, a private AI software factory to build, test and deploy […]
Duncan Sheik, 'Spring Awakening' composer and pop star, dies at 56
Sheik had been best known for his lasting radio hit "Barely Breathing" when he turned his sights on Broadway
Duncan Sheik, 'Spring Awakening' composer and pop star, dies at 56
Sheik had been best known for his lasting radio hit "Barely Breathing" when he turned his sights on Broadway
Duncan Sheik, 'Spring Awakening' composer and pop star, dies at 56
Sheik had been best known for his lasting radio hit "Barely Breathing" when he turned his sights on Broadway
“The Traitors ”season 5 cast revealed: Kristin Chenoweth, “Big Brother”’s Taylor Hale and more
Broadway legends, Bachelors, and “Big Brother” alums make up the next group headed to the castle to battle it out as Traitors and Faithfuls.
Duncan Sheik, 'Spring Awakening' composer known for '90s hit 'Barely Breathing,' dies at 56
The Tony Award-winning musician died of organ failure on Thursday after being hospitalized, his family said.
Windward Planning Commission approves permit for future Keaʻau health center
The $90 million health center promises comprehensive medical and behavioral health services, catering to growing community needs by 2028.
What 'Monster: The Lizzie Borden Story' gets right (and wrong) about the Borden murders
Lizze Borden has fascinated true crime junkies for over 100 years. Now, her story lies in the hands of Ryan Murphy.
Apple Intelligence now requires almost double the iPhone storage on latest models
iOS 27 launched this week with a major overhaul to Apple Intelligence, here are the iPhone storage requirements for the latest features.
Duncan Sheik, Tony- and Grammy-winning ‘Spring Awakening’ composer and pop star, dies at 56
Tony- and Grammy-winning musician Duncan Sheik has died at 56. Before Broadway's “Spring Awakening,” he had been best known for the hit “Barely Breathing.”
Billy Porter gets candid on cancel culture, teases 'Hunger Games' role
Billy Porter has spent four decades speaking out. But doing so now, in today's cultural climate, he says, can come at a cost. "It's easy when it's easy. What are
Ethan Hawke on 'The Weight' and how kids 'open your heart'
Love movies? Live for TV? USA TODAY's Watch Party newsletter has all the best recommendations, delivered right to your inbox. Sign up now and be one of the cool kids.
Iraola on Bournemouth return, Araujo and Ngumoha's England call
Liverpool boss Andoni Iraola has been speaking to the media before Sunday's Premier League game against Bournemouth at Vitality Stadium (kick-off 14:00 BST). On returning to the Vitality Stadium for the first time since he gave up his job as Bournemouth manager, Iraola said he is looking forward to "meeting and hugging" the players and staff, but noted: "There is another part that is the most important one right now - that we need to go there and beat them and be as ruthless as possible." Iraola said that Bournemouth haven't changed much since he left: "They continue to be very dangerous, a very good team."
The ‘GTA 6 Online’ Release Year Has Been Revealed, It Seems
'Grand Theft Auto 6' is now just two months away, and we know that it is not launching alongside GTA 6 Online, a multiplayer mode. But we may know when it's coming now.
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.
Kentucky Hits The Road Against Texas A&M
For a little over 30 minutes this past Saturday, the Kentucky football team looked like they were going to spring the upset over Alabama. However, the Wildcats faltered in the second half, partly because of the Crimson Tide's depth and self-inflicted mistakes. Now, for the team with the fourth toughest schedule in college football, it …
The Pixel Weather widget now lets you catch up on the forecast with a single tap
Google's latest Pixel Weather update brings a new refresh button lets the home screen widget grab a fresh forecast in a single tap.
Congratulations, you won a grant! Now try not to give it back.
The Rural Health Transformation Program may be one of the biggest opportunities EMS has seen in years, but winning the money is only the first challenge
New Teen Social Media Safeguards: What Parents Need to Know
Learn what new social media safeguards mean for teen screen time and how parents can support healthy digital habits.
Chico entertainment zones not ready despite ordinance taking effect
You can soon carry drinks between Chico businesses, but the entertainment zones still need a few things before opening
Scientists hope deeper-rooted soybeans can withstand climate extremes and store more carbon
For years, scientists have explored ways to remove carbon from the atmosphere, including through direct air capture, changes to ocean chemistry so seawater can absorb more carbon and reforestation. Now,
Ohio now has over 125 active moratoriums on data centers. See where they are.
Cleveland is hardly alone in hitting pause on data center work.
The ‘East of Eden’ team knows there’s a lot of eyes on their adaptation (exclusive)
‘East of Eden’ stars Christopher Abbott and Mike Faist, and writer Zoe Kazan, preview the Netflix limited series, which is a new adaptation of John Steinbeck’s classic novel — and one Kazan has been preparing her whole life for.
Keeping kids safe in the age of AI: What safeguards does WA have?
Technology companies have come under scrutiny for the effects AI chatbots have on youth mental health. Here's what you should know.
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
All currently known pre-order bonuses for Zelda Ocarina of Time remake
X user estarland has put together a handy infographic showing the various regional pre-order bonuses for the long-awaited The Legend of Zelda: Ocarina of Time remake for the Nintendo Switch 2.
Only Path for Red Wings is Forward
It’s been a summer of upheaval for Detroit, and with the start of the season just over two weeks away, […]
Inside the myth of the ‘superfood’ – and what you should really be eating
If no food actually possesses nutritional superpowers, what should we be eating? Here's what to know.
Splitter Farms: How Culture Built a 21,000-Acre Business From 1,000 Acres
Matt and Janna Splitter grew their farm by investing in people. Now the test is whether the farm can run without them — and which acres are worth keeping.
AI Won’t Fix a Business That Wasn’t Working Before AI
Technology cannot compensate for unclear processes, weak accountability, or a team that does not know what good performance looks like.
AI fears spark a partisan slugfest, helping no one
The AI debate is just heating up. President Trump must acknowledge the public’s concerns and help the industry land on a safer path.
Scientists develop a way to restore aging EV batteries without breaking them down into raw materials
The work focuses on a common problem in aging lithium-ion batteries: buildup on the electrodes. As batteries are charged and discharged, a layer known as the solid...
Uncrustables is a $1 billion brand. Now everyone wants in
One of America’s oldest sandwiches is the newest battleground in the freezer aisle.
Fulton Fall Festival to offer variety of attractions, entertainment
FULTON — The Fulton Fall Festival, presented by the Richard S. Shineman Foundation, will bring a full day of family fun Sept. 26.The free event will be held from 10 a.m. until 4 p.m. throughout the Fulton War Memorial complex. × This page requires Javascript. Javascript is required for you to be able to read premium content. Please enable it in your browser settings. kAmxE H:== :?4=F56 3@F?46 9@FD6D AC@G:565 3J t!xr tG6?ED !2CEJ #6?E2=[ EC242? u@F?52E:@?[ 7246 A2:?E:?8 3J uF=E@? w:89 $49@@= pCED[ 32==@@? 2?:>2=D 3J $E2CCJ $Ajv p?:>2=D[ 2?5 |28:4 |2EE 3J E96 ~DH68@ r@F?EJ *@FE9 qFC62F]k^Am#placement_726068_0_i{width:100%;margin:0 auto;}var rnd = window.rnd || Math.floor(Math.random()*10e6);var pid726068 = window.pid726068 || rnd;var plc726068 = window.plc726068 || 0;var abkw = window.abkw || '';var absrc = 'https://ads.empowerlocal.co/adserve/;ID=181918;size=0x0;setID=726068;type=js;sw='+screen.width+';sh='+screen.height+';spr='+window.devicePixelRatio+';kw='+abkw+';pid='+pid726068+';place='+(plc726068++)+';rnd='+rnd+';click=CLICK_MACRO_PLACEHOLDER';var _absrc = absrc.split("type=js"); absrc = _absrc[0] + 'type=js;referrer=' + encodeURIComponent(document.location.href) + _absrc[1];document.write('');kAmp=D@[ |C] $@?87=@H6C[ A6C7@C>2?46D 3J q6==6 #@J2=6 s2?46 p4256>J 2?5 ~77 qC@25H2J s2?46 r6?E6C[ 2 56>@?DEC2E:@? 3J |2DE6C !CJ@C’D %266C:42[ J2C5 82>6D[ E6>A@C2CJ E2EE@@D[ 2?5 >@C6]k^AmkAm%96C6 H:== 36 5@K6?D @7 G6?5@CD[ =@ED @7 7@@5[ 2?5 =:G6 >FD:4 2?5 6?E6CE2:?>6?E E9C@F89@FE E96 52J]k^Am googletag.cmd.push(function() { googletag.display('yup-rectangle-one'); });