SCROLL NEWS / DISCOVERY

Search headlines

Find the stories shaping the conversation.

Search mode
Refine results
Active filters Keyword All time

Results for " PUB " 24,428 found 🔀 AI-powered Shuffle

Trump announces ‘forever’ deal to defend Greenland as Denmark says signing ‘expected’ next week

President Trump announced an agreement with Denmark that he said gives the United States "permanent" sway over Greenland's security.

washingtonpost.com logo
Sep 18 • 6:00 PM EDT • Politics • washingtonpost.com
Art Garfunkel to perform at Modesto’s Gallo Center. When, relationship with Simon

“If you’re not alive and happening now, what are you?”

modbee.com logo
Sep 18 • 5:55 PM EDT • Entertainment • modbee.com
Black congressional leaders endorse James Talarico in Texas Senate race

Talarico has strong support among Black voters in public polls, but he has recently stepped up his efforts to reach them.

washingtonpost.com logo
Sep 18 • 5:30 PM EDT • Politics • washingtonpost.com
Dashboard: Arkansas Rural Health Transformation Program Year 1 Awards

In August, Arkansas began awarding nearly $209 million as part of the Rural Health Transformation Program. This dashboard displays the award amounts by initiative, recipient, and funded project, and provides summary descriptions of projects from publicly available sources.

achi.net logo
Sep 18 • 5:29 PM EDT • Health • achi.net
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.

paho.org logo
Sep 18 • 5:22 PM EDT • Health • paho.org
Trump says son has paid back Russian for wedding party

The president defended Donald Trump Jr.’s decision to take a large gift from Umar Kremlev, saying that such presents are “common.”

washingtonpost.com logo
Sep 18 • 5:21 PM EDT • Politics • washingtonpost.com
Harvard School of Public Health Weighs Partnerships with CVS, United Healthcare, Tenet Amid Funding Uncertainty

Harvard School of Public Health Weighs Partnerships with CVS, United Healthcare, Tenet Amid Funding Uncertainty

thecrimson.com logo
Sep 18 • 5:17 PM EDT • Health • thecrimson.com
Clearwater approves street handovers for $50 million Scientology-backed entertainment center

The Clearwater City Council voted to move forward with vacating portions of three public rights-of-way for the parking lot of a proposed $50 million entertainment center backed by the Church of Scientology.

wusf.org logo
Sep 18 • 5:03 PM EDT • Entertainment • wusf.org
“Two and a Half Men” creator says Charlie Sheen’s 2011 meltdown was ‘ratings gold’

Chuck Lorre and Sheen reunited years after their public feud.

yahoo.com logo
Sep 18 • 5:01 PM EDT • Entertainment • yahoo.com
Come for the whimsy, stay for the science: Free All Science. No Fiction live show Saturday, Sept. 26, at OSU

Oregon State University employees and students can score free tickets to an All Science. No Fiction live show Saturday evening on the Corvallis campus, hosted by Jes Burns and Brandon Swanson from Oregon Public Broadcasting.

today.oregonstate.edu logo
Sep 18 • 5:00 PM EDT • Science • today.oregonstate.edu
Welcome to Pirate Pete’s

Pirate Pete’s Family Entertainment Center has opened in Mount Vernon after relocating from Marion, bringing arcade games, laser tag, dining and party rooms to 1...

morningsentinel.com logo
Sep 18 • 4:59 PM EDT • Entertainment • morningsentinel.com
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…

ucnj.org logo
Sep 18 • 4:59 PM EDT • Science • ucnj.org
Iran war’s cost grows to $43.6 billion in new US military estimate

The U.S. military’s price tag for the Iran war has grown to $43.6 billion as of Sept. 3

washingtonpost.com logo
Sep 18 • 4:49 PM EDT • Politics • washingtonpost.com
Neither Becerra nor Hilton will commit to AI safety guidelines Newsom laid out Friday

Both Democrat Xavier Becerra and Republican Steve Hilton agree AI safety is important. What they will do to ensure it is less clear

calmatters.org logo
Sep 18 • 4:48 PM EDT • Politics • calmatters.org
Colorado health officials warn of possible measles exposure in Denver, Steamboat Springs

Officials from the Colorado Department of Public Health and Environment issued an alert about a possible measles exposure after a confirmed case with an unvaccinated out-of-state visitor earlier this week.

cbsnews.com logo
Sep 18 • 4:47 PM EDT • Health • cbsnews.com
High-Signal Publisher
😐 Neutral (6%)
ahah
50%
wow
50%
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.

news.vumc.org logo
Sep 18 • 4:38 PM EDT • Health • news.vumc.org
Iowa Football: Betting Prediction For Northern Iowa Game

HawkeyeRoundtable Publisher Brad Schultz shares his betting prediction for Iowa's non-conference finale, including spread, total and more.

sports.yahoo.com logo
Sep 18 • 4:15 PM EDT • Sports • sports.yahoo.com
Wayne County warns of potential measles exposure at local business

Wayne County Public Health is warning residents of a potential measles exposure at a local business earlier this month.

13wham.com logo
Sep 18 • 4:13 PM EDT • Business • 13wham.com
APS Column: Strengthening science, supporting teachers, livi...

Austin Public Schools’ investment in elementary science specialists strengthens student learning while giving classroom teachers more time to plan, collaborate ...

austindailyherald.com logo
Sep 18 • 3:57 PM EDT • Science • austindailyherald.com
From Proselytism to Politics: Bishop Barron Addresses Hot-Button Issues on EWTN

The Word on Fire founder clarifies the call to evangelize, defends his nonpartisan advisory role on religious liberty, and warns of resurgent communism.

ncregister.com logo
Sep 18 • 3:49 PM EDT • Politics • ncregister.com
iPhone 18 Pro Max in U.S. Equipped With Qualcomm's Snapdragon X80 Modem

TechInsights has published an iPhone 18 Pro Max teardown that confirms the U.S. version of the device is equipped with Qualcomm's Snapdragon X80 modem. The device's modem firmware also points towards the Snapdragon X80 modem. The smaller iPhone 18 Pro and the iPhone Duo use Apple's custom-designed C2 modem worldwide, and the iPhone 18 Pro Max uses the C2 modem in every other country, so the U.S. version of the iPhone 18 Pro Max having a Qualcomm modem is unique.

macrumors.com logo
Sep 18 • 3:41 PM EDT • Technology • macrumors.com
Vance campaigns in deep-red territory, highlighting risks for GOP

JD Vance went for a campaign twofer on Friday: He visited a deep-red district in a swing state where the GOP desperately needs to mobilize voters. It’s also the state that happens to be the first to get a say in who will be the 2028 Republican nominee.

washingtonpost.com logo
Sep 18 • 3:33 PM EDT • Politics • washingtonpost.com
Proposed transmission lines unite some Republicans and Democrats in opposition

Proposed transmission line developments through southwestern Wisconsin have made for unlikely political bedfellows this election season.

wpr.org logo
Sep 18 • 3:21 PM EDT • Politics • wpr.org
Former Republican Kevin Kiley completely abandons the GOP

Kiley said he wants to change rules in Congress after switching up parties.

sfgate.com logo
Sep 18 • 3:20 PM EDT • Politics • sfgate.com
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.

seattletimes.com logo
Sep 18 • 3:16 PM EDT • Entertainment • seattletimes.com
Science isn’t partisan, but Florida’s textbooks are treating it like it is

Herald readers write what’s on their mind. | Letters

miamiherald.com logo
Sep 18 • 2:52 PM EDT • Science • miamiherald.com
California governor signs order pushing for an AI ‘kill switch’

California Gov. Gavin Newsom, a likely 2028 presidential contender, said he had to act because the federal government hasn’t done enough to regulate AI.

washingtonpost.com logo
Sep 18 • 2:49 PM EDT • Politics • washingtonpost.com
Doral mayor says city can’t stop ICE as businesses report 70% drop in sales

“People are scared to come out. It’s affecting us,” a restaurant worker says.

miamiherald.com logo
Sep 18 • 2:36 PM EDT • Business • miamiherald.com
Hamilton County Commissioners approve infrastructure, health measures

The Hamilton County Commissioners approved several infrastructure and public safety measures at their Sept. 14 meeting. The next commissioners meeting is at 1 p.m. Sept. 28 at the Hamilton County Judicial Center. What happened: Approved an emergency engineering agreement with

youarecurrent.com logo
Sep 18 • 2:31 PM EDT • Health • youarecurrent.com
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.

washingtonpost.com logo
Sep 18 • 2:20 PM EDT • Politics • washingtonpost.com
Study links soaring health care spending to higher insurance premiums

Since 2011, health insurance premiums in the United States have increased at twice the rate of inflation. A new Yale study shows that rising health care spending is to blame.

news.yale.edu logo
Sep 18 • 2:19 PM EDT • Health • news.yale.edu
In campaign ad, Republican Rep. Salazar says Hispanics feel betrayed by Trump

The move comes as some Republican candidates try to distance themselves from Trump in an attempt to win over voters

spectrumlocalnews.com logo
Sep 18 • 2:04 PM EDT • Politics • spectrumlocalnews.com
From 22,000 Miles Up, This Satellite Tracks Airborne Health Threats Almost in Real Time

The new instrument, called TEMPO, captures hourly snapshots of the pollutants swirling in the daytime atmosphere over North America—“chemical weather” reports that are helpful to public health researchers and government officials

smithsonianmag.com logo
Sep 18 • 2:02 PM EDT • Health • smithsonianmag.com
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 […]

patimes.org logo
Sep 18 • 1:54 PM EDT • Politics • patimes.org
Mail-in ballots and 7 Million eggs: Just another day in Texas politics

Co-hosts Brandon Rottinghaus and Jeronimo Cortina delve into the latest news in politics

houstonpublicmedia.org logo
Sep 18 • 1:46 PM EDT • Politics • houstonpublicmedia.org
Interview: Bishop Olson on the ‘racist and sinful rhetoric’ of a Texas politician

Bishop Olson responded to Bo French: “This is racist and sinful rhetoric that seeks to harm and to divide. It is disturbing that it comes from a candidate for public office. An apology is called for.”

americamagazine.org logo
Sep 18 • 1:40 PM EDT • Politics • americamagazine.org
😐 Neutral (0%)
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.

ama-assn.org logo
Sep 18 • 1:27 PM EDT • Health • ama-assn.org
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.

nytimes.com logo
Sep 18 • 1:18 PM EDT • Politics • nytimes.com
Education notes: Sterling student graduates from Des Moines University Medicine and Health Sciences

Here's a roundup of local students and their college achievements.

shawlocal.com logo
Sep 18 • 1:00 PM EDT • Science • shawlocal.com
New white paper calls for integrating oral and general healthcare

Oral health can no longer be treated separately from general health, according to a new white paper from the European Federation of Periodontology (EFP) and the European Association of Dental Public Health (EADPH) which calls for closer collaboration between dental, medical, public-health and social-care professionals.

news-medical.net logo
Sep 18 • 1:00 PM EDT • Health • news-medical.net
Political Pulse: Tamara Lesnar runs as third-party alternative in Secretary of State race

Libertarian candidate Tamara Lesnar is running for South Dakota Secretary of State, proposing a mock-ballot portal to track public opinion on pending state and federal legislation.

kotatv.com logo
Sep 18 • 1:00 PM EDT • Politics • kotatv.com
Trump pushes his $5,000 ‘dividend’ pledge if GOP wins midterms. Republican candidates, not as much

President Donald Trump came to battleground North Carolina doubling down on a tantalizing and implausible midterm promise. “If we win,” he said, “we’re going to get you $5,000. So that’s it. Very simple.” The Republican candidates who spoke at the rally had nothing to say about it. Their silence reflects a broader pattern. About a […]

coloradopolitics.com logo
Sep 18 • 12:59 PM EDT • Politics • coloradopolitics.com
'DWTS' Season 35 Viral Hits Songs and Dances Revealed Before Week 2

Dancing With the Stars is gearing up for Viral Hits Night following the season 35 premiere's double elimination.

kansas.com logo
Sep 18 • 12:48 PM EDT • Entertainment • kansas.com
$1 Million Fellowship in Coffee Science Established at UC Davis

A $1 million endowment from the Specialty Coffee Association will provide lasting support for graduate researchers at the UC Davis Coffee Center and help prepare future leaders in coffee science.

engineering.ucdavis.edu logo
Sep 18 • 12:45 PM EDT • Science • engineering.ucdavis.edu
In ‘If I Go Will They Miss Me,’ a family seeks healing under the LAX flight path

Writer-director Walter Thompson-Hernández's feature film "If I Go Will They Miss Me" explores connection and healing under the LAX flight path.

seattletimes.com logo
Sep 18 • 12:38 PM EDT • Entertainment • seattletimes.com
'Dancing With the Stars' Season 35 Themes Revealed

Dancing With the Stars fans can get even more excited, because ABC just revealed the complete lineup of themes for season 35 following its two-night premiere.

kansas.com logo
Sep 18 • 12:30 PM EDT • Entertainment • kansas.com
Sleep Divorce vs. Sharing a Bed: Here’s What Scientists Found About Your Sleep Health

Is sleeping apart from your partner actually good for your relationship? Here are the ins and outs of the sleep divorce trend.

charlotteobserver.com logo
Sep 18 • 12:24 PM EDT • Health • charlotteobserver.com
Scientology-backed Clearwater entertainment complex clears roadblock

A Church of Scientology-backed $50 million entertainment center in downtown Clearwater cleared an early hurdle Thursday, after lengthy public comment and City Council debate. In a 3-2 vote Thursday, t...

yahoo.com logo
Sep 18 • 12:21 PM EDT • Entertainment • yahoo.com
State public health department updates

Roger talks to the commissioner of the state department of public health, Dr. Manisha Juthani, on the latest with COVID, flu, and measles prevention.

wfsb.com logo
Sep 18 • 12:15 PM EDT • Health • wfsb.com
Forza Horizon 6, Skyrim, and More Microsoft-Published Games Are Getting Big Discounts in Best Buy’s Deal of the Day

Best Buy has dropped big discounts on Starfield for PS5, Skyrim for Switch 2, and a few more Microsoft-published games, but only for today.

ign.com logo
Sep 18 • 12:08 PM EDT • Technology • ign.com
Build columns, not Trump’s arch, D.C. official tells administration

Local officials, preservationists and historians are pushing to scale back Trump's planned arch, advocating the slender columns originally envisioned by architects and lawmakers a century ago.

washingtonpost.com logo
Sep 18 • 11:58 AM EDT • Politics • washingtonpost.com
Scientists discover metabolite fueling aggressive brain tumor growth

Virtually all high-grade, aggressive gliomas in adults accumulate massive amounts of a metabolite called guanidinoacetate (GAA) that overstimulates nearby neurons and promotes tumor growth, according to new research from scientists at Children’s Medical Center Research Institute at UT Southwestern (CRI) published in Cell.

news-medical.net logo
Sep 18 • 11:57 AM EDT • Science • news-medical.net
Sacramento receives $6 million state grant for cannabis enforcement, public health and youth programs

The City of Sacramento has received $6 million in state funding to expand efforts to address illicit cannabis activity while supporting public health education and youth development programs. The Sacramento City Council on Tuesday authorized the City to accept the Proposition 64 Public Health and Safety Grant from the California Board of State and Community […]

sacramentocityexpress.com logo
Sep 18 • 11:52 AM EDT • Health • sacramentocityexpress.com
OPINION: Suicide Prevention Awareness Month, Brain Science, Mental Health Measure, DSM-5-TR, Psychiatry

Any views or opinions expressed in this column are of the individual, group, or entity who submitted it and not the publication, owner(s), its advertisers, or affiliates. By David Stephen […]

fcfreepresspa.com logo
Sep 18 • 11:40 AM EDT • Science • fcfreepresspa.com
☹️ Negative (-5%)
ahah
100%
Bipartisan criticism from senators about Pentagon briefing on U.S. defense strategy

Tensions are mounting between the Pentagon and Congress over the flow of information to lawmakers about the U.S. military's priorities, with both Democrats and Republicans accusing a Defense Department leader of being frustratingly opaque.

pbs.org logo
Sep 18 • 11:21 AM EDT • Politics • pbs.org
🙂 Positive (35%)
SEMO District Fair brings fun entertainment to Cape Girardea...

The 171st annual SEMO District Fair returns to Cape Girardeau’s Arena Park Sept. 12-19 with rides, food, grandstand acts and new security measures.

southeastarrow.com logo
Sep 18 • 11:14 AM EDT • Entertainment • southeastarrow.com
‘American Idol’ star recalls being outed on live TV: ‘I died inside’

Clay Aiken reflected on Rosie O’Donnell publicly discussing his sexuality in 2006, two years before he came out publicly.

cleveland.com logo
Sep 18 • 10:49 AM EDT • Entertainment • cleveland.com
Clearwater City Council approves street transfers tied to EVO Entertainment Center

After hours of heated debate and public comment, Clearwater City Council voted 3-2 Thursday night to approve another street transfer tied to the Church of Scientology.

fox13news.com logo
Sep 18 • 10:38 AM EDT • Entertainment • fox13news.com
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.

newsletter.semianalysis.com logo
Sep 18 • 10:35 AM EDT • Technology • newsletter.semianalysis.com
Attorney General Blanche's appearances at political events blur Justice Department boundaries

Atty. Gen. Todd Blanche took the stage this week at an event for a Republican Senate candidate in North Carolina days after speaking at a GOP midterm convention, where he praised President Trump and touted the administration's tough-on-crime approach.

latimes.com logo
Sep 18 • 10:26 AM EDT • Politics • latimes.com
Sorensen to join Republic of Ireland coaching staff

Former Everton manager Brian Sorensen is set to join the Republic of Ireland squad for their Women's World Cup play-off qualifiers this year.

sports.yahoo.com logo
Sep 18 • 10:19 AM EDT • Sports • sports.yahoo.com
“Rain Man” Director Barry Levinson’s New Doc Shows How Politics Tore Apart an ‘Idyllic’ Pennsylvania Town (Exclusive)

“You wanna be a Republican, you wanna be a Democrat. Okay. But does that mean we can’t communicate?,” Levinson tells PEOPLE while discussing ‘Bucks County, USA’

yahoo.com logo
Sep 18 • 10:15 AM EDT • Politics • yahoo.com
‘LaPolitics’: Former chief of staff for U.S. Rep. Julia Letlow rejoins political firm

Andrew Bautsch, the former chief of staff for U.S. Rep. Julia Letlow and former executive director of the Louisiana Republican Party, has rejoined the Devise Strategy Group, which he founded. “I started Devise in 2019,” he tells LaPolitics. “I hopped out to become chief of staff for Congresswoman Letlow. I stepped out of the chief […]

businessreport.com logo
Sep 18 • 10:11 AM EDT • Politics • businessreport.com
Holy Cross Health Recognized for Zero Reported Hospital-Onset

The hospital is committed to evidence-based strategies that protect patients by reducing infection risks. August 26, 2026 – Holy Cross Health is one of a select group of U.S. hospitals to be recognized in the Healthcare Associated Infections-Hospital database for reporting zero hospital-onset Methicillin-resistant Staphylococcus aureus (MRSA) bloodstream infections. The database relies on publicly reported […]

southfloridahospitalnews.com logo
Sep 18 • 9:53 AM EDT • Health • southfloridahospitalnews.com
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.

paho.org logo
Sep 18 • 9:42 AM EDT • Health • paho.org
Kremlin orders Russia businesses of Nestle, Auchan seized

The Kremlin ordered the Russian businesses of Swiss-based food and beverage company Nestle and French retailer Auchan placed in temporary administration, in a procedure that previously has led to the sale of Western businesses at knockdown prices.

seattletimes.com logo
Sep 18 • 9:30 AM EDT • Business • seattletimes.com
Why Karl Rove is voting for a Democrat over Bo French

The GOP strategist who helped turn Texas into a ruby-red Republican paradise will be voting for a Democrat for just the second time in his life.

houstonchronicle.com logo
Sep 18 • 9:17 AM EDT • Politics • houstonchronicle.com
Attorney General Todd Blanche's appearances at political events blur Justice Department boundaries

WASHINGTON — Attorney General Todd Blanche is blurring traditional boundaries between politics and federal law enforcement with recent speeches at...

post-gazette.com logo
Sep 18 • 9:08 AM EDT • Politics • post-gazette.com
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.

seattletimes.com logo
Sep 18 • 9:02 AM EDT • Science • seattletimes.com
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

whio.com logo
Sep 18 • 9:01 AM EDT • Science • whio.com
On Your Side Safety Check: How to Protect Your Pets From Rabies

The Alabama Department of Public Health says there have been 39 confirmed cases of rabies in animals across Alabama since last Friday, with raccoons accounting for the largest number of cases.

wbrc.com logo
Sep 18 • 8:58 AM EDT • Health • wbrc.com
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

finance.yahoo.com logo
Sep 18 • 8:45 AM EDT • Health • finance.yahoo.com
Mike Beltran shifts from ‘America First’ to ‘Tampa Bay First’ in race against Kathy Castor for CD 14

The Republican nominee is moderating his General Election pitch as he takes on longtime Hillsborough Democrat Kathy Castor.

floridapolitics.com logo
Sep 18 • 8:22 AM EDT • Politics • floridapolitics.com
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?

kansas.com logo
Sep 18 • 8:00 AM EDT • Entertainment • kansas.com
Can windows cool buildings without electricity?

Thermochromic smart windows can automatically adjust solar and thermal radiation in response to temperature, offering a passive route to reduce building energy demand and improve indoor comfort. A new review published in Science Bulletin examines why these windows have not yet achieved large-scale application, despite rapid materials progress. The authors identify key challenges in spectral regulation, switching temperature, response speed, durability, scalable fabrication, glazing integration, lifecycle impacts, and building control. They argue that future development should shift from isolated material optimization toward deployment-oriented design and system-integrated adaptive building envelopes.

eurekalert.org logo
Sep 18 • 8:00 AM EDT • Science • eurekalert.org
plant science Archives

StratCann is an online news publication covering the evolution of the legal cannabis industry in Canada and around the world.

stratcann.com logo
Sep 18 • 8:00 AM EDT • Science • stratcann.com
3 downtown Olympia businesses closed or were about to. Here’s where they stand

Learn about the latest happenings with Thurston County businesses.

theolympian.com logo
Sep 18 • 8:00 AM EDT • Business • theolympian.com
How good is senior healthcare in California? See latest state rankings

Medicare Guide rated the best — and worst — states for health insurance for older adults.

sacbee.com logo
Sep 18 • 8:00 AM EDT • Health • sacbee.com
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.

thehill.com logo
Sep 18 • 8:00 AM EDT • Politics • thehill.com
Five Ways the World of the Dinosaurs Looked Different From Ours, Beyond the Presence of the 'Terrible Lizards'

Earth has changed dramatically since the Age of Dinosaurs, from its climate to geography and animal life

smithsonianmag.com logo
Sep 18 • 7:57 AM EDT • Science • smithsonianmag.com
Incumbent NSHE regent challenged by UNR public health professor

Peter Reed, a long-time UNR professor, is challenging Nevada System of Higher Education regent Joseph Arrascada, who is seeking a second term, in the upcoming election for District 10. Arrascada, who was first elected in 2020, said he wants another term representing Northern Nevada constituents in order to provide continuity and build on the work […]

nevadacurrent.com logo
Sep 18 • 7:50 AM EDT • Health • nevadacurrent.com
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

openaccessgovernment.org logo
Sep 18 • 7:48 AM EDT • Health • openaccessgovernment.org
Attorney General Blanche’s appearances at political events blur Justice Department boundaries

WASHINGTON (AP) — Attorney General Todd Blanche is blurring traditional boundaries between politics and federal law enforcement with recent speeches at politica

wtop.com logo
Sep 18 • 7:29 AM EDT • Politics • wtop.com
Attorney General Blanche's appearances at political events blur Justice Department boundaries

Attorney General Todd Blanche is blurring traditional boundaries between politics and federal law enforcement with speeches at political events that depart from longstanding norms meant to protect the Justice Department from the appearance of partisan bias | WWL

audacy.com logo
Sep 18 • 7:26 AM EDT • Politics • audacy.com
Attorney General Blanche's appearances at political events blur Justice Department boundaries

Attorney General Todd Blanche is blurring traditional boundaries between politics and federal law enforcement with speeches at political events that depart from longstanding norms meant to protect the Justice Department from the appearance of partisan bias | K-DAWN

audacy.com logo
Sep 18 • 7:26 AM EDT • Politics • audacy.com
😐 Neutral (0%)
Attorney General Blanche's Appearances at Political Events Blur Justice Department Boundaries

WASHINGTON (AP) — Attorney General Todd Blanche is blurring traditional boundaries between politics and federal law enforcement with recent speeches at political events that mark a sharp departure from norms meant to protect the Justice Department from the appearance of partisan bias. Blanche took ...

usnews.com logo
Sep 18 • 7:26 AM EDT • Politics • usnews.com
JD Vance returns to Iowa as Senate and governor races heat up

Vice President JD Vance is heading to Iowa for the second time this year to campaign for Republican majorities in Congress

washingtonpost.com logo
Sep 18 • 7:07 AM EDT • Politics • washingtonpost.com
JD Vance returns to Iowa as Senate and governor races heat up

Vice President JD Vance is heading to Iowa for the second time this year to campaign for Republican majorities in Congress.

ksat.com logo
Sep 18 • 7:02 AM EDT • Politics • ksat.com
JD Vance returns to Iowa as Senate and governor races heat up

Vice President JD Vance is heading to Iowa for the second time this year to campaign for Republican majorities in Congress.

wsls.com logo
Sep 18 • 7:02 AM EDT • Politics • wsls.com
The best workplace culture in America is being built by companies you’ve never heard of

As public companies cut jobs to fund AI, small and mid-sized businesses are proving more resilient—and redefining workplace culture.

cio.com logo
Sep 18 • 7:00 AM EDT • Business • cio.com
Lancaster County public sales: Sept. 18, 2026

Kline, Kreider & Good Auctioneers, of Bowmansville, conducted a public auction of real estate Aug. 11 for Norman G. and Eunice B. Hoover at 765 Glenwood Drive, Ephrata. A farmhouse,

lancasteronline.com logo
Sep 18 • 7:00 AM EDT • Business • lancasteronline.com
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.

bradenton.com logo
Sep 18 • 6:02 AM EDT • Science • bradenton.com
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.

reuters.com logo
Sep 18 • 6:02 AM EDT • Science • reuters.com
Why Trump’s new rule for green card applicants is sparking controversy

A new Trump administration rule that is expected to make it harder for many legal immigrants to obtain green cards if they receive or are deemed likely to need public assistance is set to take effect Friday – even as lawsuits seeking to halt it wind their way through federal court.

cnn.com logo
Sep 18 • 6:00 AM EDT • Politics • cnn.com
Most Michigan voters disapprove of Trump’s tariffs on Canada, poll shows

Among the state’s independents, who could determine the outcome of several key midterm races, 68 percent disapprove of Trump's levies on Canadian products.

washingtonpost.com logo
Sep 18 • 6:00 AM EDT • Politics • washingtonpost.com
Wisconsin wants your help on how to spend opioid settlement

A Wisconsin health department survey open through Sept. 30 asks the public how to spend the next $11 million from a massive opioid lawsuit.

captimes.com logo
Sep 18 • 6:00 AM EDT • Health • captimes.com
‘Don’t leave us in limbo,’ THC edible sellers in SC await looming federal ban

Hemp-derived THC products could be restricted by the end of the year, worrying several South Carolina business owners.

thestate.com logo
Sep 18 • 6:00 AM EDT • Business • thestate.com
Alabama withdraws objections to federal marijuana rescheduling

Alabama’s public health officials on Thursday withdrew their objection to the federal rescheduling of marijuana after a July public hearing, a move officials had characterized as procedural

alabamareflector.com logo
Sep 18 • 5:59 AM EDT • Health • alabamareflector.com
Huijsen, Cucurella make Spain’s squad list

Real Madrid defenders Dean Huijsen and Marc Cucurella made Luis de la Fuente’s list for the upcoming FIFA break, where the Spanish national team will face England, Croatia (twice) and Czech Republic. Huijsen’s return is notable, given that he wasn’t included in Spain’s list for the FIFA World Cup. However, the young defender has been […]

sports.yahoo.com logo
Sep 18 • 5:53 AM EDT • Sports • sports.yahoo.com
A new entertainment and dining venue is coming to Lakewood Ranch. What to know

The new concept will have food trucks, games and live music with indoor and outdoor seating.

bradenton.com logo
Sep 18 • 5:50 AM EDT • Entertainment • bradenton.com