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Engrams Embedding Entendre: Codesign for Efficient DRAM/SSD Offloading
Engram extends standard token embeddings with learned multi-token lookups. Recurring local patterns retrieve vectors directly, reducing the need to reconstruct them through attention and feed-forward layers. With Engram model architecture optimization, it allows for lower HBM capacity to be needed for models at the same quality. This does not mean there won’t be an insane demand for HBM but it just means that model architecture will continue to innovate around constraints. This model architecture design is naturally codesigned for parameter offloading: each token accesses a few embedding rows whose addresses depend on token IDs, not hidden states. The runtime can prefetch those rows from host DRAM while earlier layers compute, keeping the table outside HBM without transferring entire weight matrices. Our Memory model contains our latest estimates of quarter by quarter HBM, DRAM, & NAND supply and demand. Offloading frees HBM for model weights and KV cache, potentially supporting larger batches or more concurrent sessions. When DRAM becomes the next constraint, NVMe offers another tier. Recommendation systems already cache frequently or recently accessed embedding rows in faster memory while backing colder rows with SSDs. After NVIDIA roadmap had to change due to massively despec’ing Rubin Ultra from 1024GB to now ~200GB of HBM per chip, model architecture optimizations like emgram maybe helpful. Our DeepSeek-V4.1-Flash configuration uses roughly 189 GiB of memory for Engram. We replace it with a memory-mapped (mmap) file and measure serving performance with offload to SSD. Later on in our report, we will show our Engram offloading experiments along with the official InferenceX agentic inference serving results on Engram models like DeepSeekv4.1 Flash across all 6 NVIDIA GPU SKUs along with MI355X. Unsurprisingly, the CUDA Moat is still mogging MI355X on the ultra popular DeepSeekV4.1 Flash model. We also show how even on high capacity HBM SKUs, offloading emgrams to DRAM could result in even better performance for most of the pareto than keeping the emgram in HBM. Our benchmark has been widely reproduced, validated and/or supported by almost every major buyer of compute from Google Cloud to Microsoft Azure to Oracle, to Meta and many more. Furthermore, it has the support of the ML community including from vLLM, LMCache, SGLang, PyTorch, Huggingface and the support of major labs like OpenAI, MiniMax, ZAI, Qwen, Moonshot Kimi, etc. Star the InferenceX GitHub repository if you find the open-source benchmark and data useful!. InferenceX is the only inference benchmark in the world to have TPUv7, Jalapeño, Nvidia Rubin NVL72, AMD, and soon, SambaNova and Trainium. Due to how realistic AgentX scenario is to real world agentic inference workloads, AMD has committed to collaborating on MI455X UALoE72 too. DeepSeek did not release the original paper’s two trained Engram models. We replicated its setup on fineweb-edu using the released code and training hyperparameters, at an estimated 6E18 FLOPs per run. We observed the same U-shape scaling: Engram improved performance over pure MoE baselines. We also reproduced DeepSeek’s results, where earlier-layer representations with Engram resembled those of later layers. Like the original Engram paper, it is possible to probe Engram’s gate scores to see what n-grams DeepSeek-V4.1-Flash makes the most use of. Our gate scan finds names, code fragments, relational phrasing, and boilerplate. These examples prioritize interesting-ness over gate strength. One unexpected result was Wright : Ace Attorney. These examples suggest learned memory optimizes the training objective, not a judgment of which facts deserve storage. Licenses, bibliography fragments, API scaffolding, and website furniture can provide prediction shortcuts, so the value of additional Engram capacity may depend on what survives data preparation. This does not show that table capacity is “wasted”: the evaluation-corpus scan establishes neither training exposure nor the capacity occupied by each category. For offloading, strong gates do not identify cache-hot rows. Low gates do not automatically save reads either: computing the gate requires the retrieved key and undoes the performance gain of a fused kernel. Skipping reads would require a separate usefulness predictor before retrieval. In the original paper’s inference-time ablation, factual-knowledge benchmarks retained just 29–44% of their original performance, while reading comprehension retained 81–93%. This is due to the training–inference mismatch. The resulting degradation therefore measures this trained model’s dependence on Engram, not the performance difference between models trained with and without it. In our ablations, suppressing Engram worsens token likelihood across all evaluated domains, especially encyclopedia text and several code corpora. Surprisingly, GSM8K accuracy stays within measured run-to-run variation and removing Engram has no effect. Engram is not a detachable dictionary beside an unchanged MoE. Removing it changes downstream features and expert selection. We tested whether rerouting hurts or compensates by holding tokens fixed in a teacher-forced experiment on CRUXEval, a code-reasoning benchmark of small Python functions where the model predicts a function’s output from its code and an input, and scoring the reference answer. Removing Engram raised answer loss from 0.2848 to 0.3093 bits/token. Forcing the ablated model to use the original Engram-on expert choices made it worse still, at 0.3375 bits/token. Rerouting partially compensates for the missing memory. Memory features and expert selection work together, rather than following a clean “memory stores facts; experts reason” division. On the same CRUXeval, removing Engram during either phase reduced accuracy and increased generated tokens; removing it throughout produced the largest changes. Keeping Engram for prefill leads to more correct answers than keeping for decode likely due to semantically richer KV cache transferred to decode workers, allowing it to mitigate some of the performance loss. Engram’s table is large, but each lookup is small. DeepSeek-V4.1-Flash requests 24 rows at each of two Engram layers, about 12.4 KiB per processed token position across the model, or 3.1 KiB per GPU when split across four GPUs. Currently as of Day 7 since Model Release, MI355X is still 2-4x worse performance per dollar compared to B200 even when normalized by Mi355X’s lower TCO. Our full total cost of ownership breakdown comes from our AI Cloud TCO Model along with monthly market surveys of over 100+ gpu clouds & gpu cloud customers. On the Day 0 release of DeepSeekv4.1 Flash, NVIDIA vLLM works out of the box with zero issues across all 6 SKUs: H100, H200, B200, B300, GB200, GB300! This was thanks to the amazing work by the NVIDIA & Interact teams! In comparison, AMD vLLM did not work on day 0 for DeepSeekv4.1 Flash.Source: SemiAnalysis InferenceX AMD’s vLLM documentation points to using vllm/vllm-openai-rocm:deepseekv41-flash-0909, but from hour 0 of the model release to hour 23, AMD has not publicly released the image. AMD claims, “SPEED IS THE MOAT,” yet it has still not released it by the 23rd hour. We wish that, going forward, the AMD team has a better process for hour 0 model releases. Eventually when they did publicly release for “day 0” image support, performance-wise, it is currently up to 14.8x worse perf per dollar than H200 and up to 42x worse perf per dollar than B200/B300. The power of the CUDA MOAT is NVIDIA’s collaboration with its massive 6 million-developer community ecosystem including most of the vLLM & SGLang & Tokenspeed maintainers which means that CUDA is optimized on day 0. Overall, AMD did make significant improvements but the performance per dollar is still currently 2-4x worse than B200. AgentX Engram DRAM Offloading Improving Performance The HBM and DRAM offload use the same GPU kernel to select and dequantize rows. With HBM, it reads GPU memory; with Unified Virtual Addressing (UVA), it reads pinned host memory directly. Both support full decode graphs. Moving the table into HBM accelerates only the sparse lookup, leaving decoder computation and communication unchanged, resulting in little overall benefit while consuming memory otherwise available to KV cache. Another benefit of Engram offloaded to DRAM which means you can reduce the communication overhead by using less HBM GPUs per replica. For example, when enabling Engram offloading on B300, we are able to switch from TP4 to now TP2 which improves the pareto curve by up to 1.6x. When iso-model quality, less HBM is required as the engrams could be offloaded to host DRAM. Thus HBM bandwidth matters way more than HBM capacity. For inference workloads where memory bandwidth matters the most, 4-hi HBM provides the best $/bandwidth and therefore lowest cost per token. If China continues to make more and more revolutionary model architecture innovations, soon it could potentially 0Hi HBM stacks. [ ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) [ Long Live the Short King: Why 4-hi HBM Wins ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Myron Xie, Bryan Shan, and 3 others · Sep 13 [ Read full story ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Moreover, on B300 and week-0 stack, moving the Engram table back to HBM did not improve results and stay within run-to-run variance. This is a result of the work optimizing DRAM offload, such as async, and overlap. SSD Offloading On B200, we created a unoptimized vLLM fork and stored the Engram tables in memory-mapped files on local SSDs. File backing lets the OS reclaim table pages when other applications need RAM. Pages already cached in memory can be served without reading the SSD again. Furthermore, note that we were unable to turn on GDS The unoptimized SSD implementation changes how rows reach the GPU. It copies row IDs to the CPU, deduplicates them, gathers the requested rows into pinned buffers, copies those rows back to the GPU and dequantizes them. This work runs between segments of the GPU execution graph. Native UVA performs row selection and dequantization directly on the GPU, avoiding the CPU round trip. A warm filesystem cache removes physical SSD reads, but leaves the coordination, row gathering and transfers. This is why a file already cached in RAM can still perform worse than a pinned DRAM table. The comparison measures the whole serving path; it does not separate the time spent on each of these operations. B200 DRAM dominates both measured SSD serving curves in total tokens per dollar and P90 interactivity. Near 125 tokens/s/user, DRAM delivers 121 million total tokens per dollar versus 52 million for SSD. For production serving, SSD offloading is likely not worth the tradeoff. On the B200 configurations we measured, SSD offloading loses on both measures: every observed SSD point has a DRAM alternative that delivers higher P90 interactivity and more total tokens per dollar. The only points where Cheaper storage does not automatically produce a cheaper inference service. Moving Engram to SSD leaves the same four expensive GPUs and the rest of the server in place. Reclaiming RAM only creates an economic benefit if it enables a cheaper server configuration or additional useful capacity. The current unoptimized path provides neither benefit, and the filesystem cache still consumes RAM when table pages are resident. Next we will look at the mechanisms and specific implementation of ngrams from DeepSeekv4.1 Flash, LongCat, Qwen3.8 Flash Next.
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16th Asian Chief Dental Officers Meeting: Advancing universal health coverage for oral health in the WHO Western Pacific and South-East Asia Regions
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J62CD[ 2?5 D:8?:7:42?E 6?E6CAC:D6 G2=F6 >2J 36 4C62E65 H6== 367@C6 2 AC@5F4E C62496D E96 >2C@56=D E92E >@C6 4=@D6=J C67=64E 9@H =:76 D4:6?46 :??@G2E:@? 24EF2==J AC@8C6DD6D]k^AmkAm“u@C >6[ E9:D F=E:>2E6=J 4@>6D 324< E@ D4:6?46 2?5 E96 A6@A=6 :E :D :?E6?565 E@ D6CG6[” (6DE D2:5] “!2E:6?ED 2?5 A2E:6?E 4@>>F?:E:6D @7E6? F?56CDE2?5 3@E9 E96 FC86?4J @7 F?>6E ?665 2?5 E96 C62=:E:6D @7 =:G:?8 H:E9 5:D62D6 :? H2JD E92E 42? 255 :>A@CE2?E A6CDA64E:G6 E@ E96 56G6=@A>6?E AC@46DD 2?5 E96J D9@F=5 36 23=6 E@ :?G6DE :? E96D6 4@>A2?:6D] pD H6 E9:?< 23@FE ?6H H2JD E@ DFAA@CE 6>6C8:?8 =:76 D4:6?46 4@>A2?:6D[ H6 H2?E E9@D6 A6CDA64E:G6D C6AC6D6?E65 2=@?8D:56 E9@D6 @7 D4:6?E:DED[ 6?EC6AC6?6FCD[ 2?5 :?G6DE@CD]”k^AmkAmq$x 6IA64ED E96 25G:D@CJ 3@2C5 E@ AC@G:56 DEC2E68:4 8F:52?46 2D E96 4@>A2?J 56G6=@AD q:@%649 uF?5:?8 !@CE2= 2?5 6G2=F2E6D 255:E:@?2= 2AAC@2496D E@ 6IA2?5:?8 2446DD E@ 42A:E2= 7@C =:76 D4:6?46 4@>A2?:6D]k^AmkAm“~FC 7@4FD :D DEC2:89E7@CH2C5[” r9C:DE:6 D2:5] “%96C6 :D C6>2C6C8:?8 4@>A2?:6D[ 2?5 E@@ >F49 @7 :E 6?4@F?E6CD 2 7:?2?4:?8 82A 367@C6 :ED A@E6?E:2= 42? 36 G2=:52E65] (6 H2?E E@ 3F:=5 7:?2?4:2= :?7C2DECF4EFC6 E92E 8:G6D >@C6 @7 E92E D4:6?46 2? @AA@CEF?:EJ E@ >2A2?J 56G6=@AD A=2E7@C>D[ E@@=D[ 2?5 7:?2?4:2= DECF4EFC6D :?E6?565 E@ 6IA2?5 2446DD E@ 42A:E2= 7@C 3:@E649?@=@8J[ A92C>246FE:42=[ >65:42= E649?@=@8J[ 5:28?@DE:4[ 5:8:E2= 962=E9[ 2?5 @E96C =:76 D4:6?46 4@>A2?:6D] q:@%649 $@4:2= x?4] :D E96 A2C6?E 4@>A2?J @7 q:@%649 uF?5:?8 !@CE2= {{r]k^AmkAmu@C >@C6 :?7@C>2E:@?[ G:D:Ei k2 9C67lQ9EEADi^^HHH]3:@E649]D@4:2=Qm9EEADi^^HHH]3:@E649]D@4:2=k^2mk^AmkAmp3@FE q:@%649 uF?5:?8 !@CE2=k^AmkAmq:@%649 uF?5:?8 !@CE2= :D 2? $tr\C68:DE6C65 7F?5:?8 A@CE2= 2?5 ux}#p >6>36C 7@4FD65 6I4=FD:G6=J @? =:76 D4:6?46 4@>A2?:6D C2:D:?8 42A:E2= F?56C #68F=2E:@? rC@H57F?5:?8] %96 A@CE2= 6?23=6D 6=:8:3=6 4@>A2?:6D E@ C2:D6 FA E@ Sd >:==:@? :? 42A:E2= 2??F2==J 7C@> :?5:G:5F2= :?G6DE@CD H9:=6 AC@G:5:?8 :?G6DE@CD 2446DD E@ AC:G2E6 =:76 D4:6?46 :?G6DE>6?E @AA@CEF?:E:6D F?56C #68F=2E:@? rC@H57F?5:?8]k^AmkAmx?G6DE>6?E @AA@CEF?:E:6D @776C65 E9C@F89 q:@%649 uF?5:?8 !@CE2= 2C6 DA64F=2E:G6[ :==:BF:5[ 2?5 :?G@=G6 2 9:89 568C66 @7 C:D6?E] %9:D AC6DD C6=62D6 :D 7@C :?7@C>2E:@?2= AFCA@D6D @?=J 2?5 5@6D ?@E 4@?DE:EFE6 2? @776C E@ D6== @C D@=:4:E2E:@? @7 2? @776C E@ 3FJ 2?J D64FC:EJ] p?J D64FC:E:6D @776C:?8 4@?5F4E65 E9C@F89 q:@%649 uF?5:?8 !@CE2= :D >256 @?=J AFCDF2?E E@ 2AA=:423=6 @776C:?8 >2E6C:2=D 7:=65 H:E9 E96 &]$] $64FC:E:6D 2?5 tI492?86 r@>>:DD:@?]k^AmkAmu@C >@C6 :?7@C>2E:@?[ G:D:Ei k2 9C67lQ9EEADi^^HHH]3:@E649]7F?5Qm9EEADi^^HHH]3:@E649]7F?5k^2mU?3DAjk^AmkAm|65:2 r@?E24Eik^AmkAm{66\p?? |FCA9Jk^AmkAmq:@%649 $@4:2= x?4k^AmkAmk2 9C67lQ>2:=E@i=662??o3:@E649]D@4:2=Qm=662??o3:@E649]D@4:2=k^2mU?3DAjk^AmkAm k^Am
Ball State University Receives Grant to Strengthen Rural Health Workforce, Access to Care
By Ball State Communications— MUNCIE, IN— Ball State University has received funding through the Indiana Rural Health Transformation Program to strengthen the rural healthcare workforce and expand access to health services in East Central Indiana. The $358,170 award, covering Sept. 1, 2026-July 31
New Orleans Pelicans Training Camp Preview: SF Trey Murphy III
A training camp preview for New Orleans Pelicans forward Trey Murphy.
When DNA sounds a lasting alarm: cGAS-STING links aging to brain inflammation
Neurodegenerative diseases, cerebrovascular disorders and other age-related neurological conditions are major causes of long-term disability. A review published in SCIENCE CHINA Life Sciences by researchers from Huashan Hospital, Fudan University, examines how damaged nuclear DNA and mitochondrial DNA can become immune danger signals. The authors highlight cGAS-STING as a key molecular hub linking cellular damage, inflammaging and neuroimmune dysfunction, and discuss opportunities for more precise therapeutic intervention.
Can researchers trust that AI models won’t leak their ideas?
Research funders are asking how they can stop confidential scientific ideas in grant proposals from leaking out through large language models (LLMs), for example if reviewers use AI to help them judge applications. Last week, a row erupted in mathematics after OpenAI announced it had solved a notoriously difficult problem, only for another mathematician to demand answers over whether the company had used ideas he had fed into its models. The spat, and the broader issue of idea leakage through AI models, was discussed by funders at an R&D policy conference held in Paris on September 14. At worst, it threatens to undermine the correct attribution of breakthroughs, one of the foundations of modern science. The mathematics dispute around OpenAI is “certainly something we're looking at” Jason Gallo, head of the newly established Office of Metascience at the US National Science Foundation (NSF), told the Blue Sky Forum, hosted by the Organisation for Economic Co-operation and Development. The controversy started on September 8, when OpenAI announced it had cracked a mathematical problem that had gone unsolved for 90 years. Using a swarm of AI agents, millions of dollars’ worth of computing power and a new internal model, the company said it had finally proved that a long-used formula for modelling fluid dynamics breaks down under certain conditions. However, Tristan Buckmaster, a New York University mathematician who had been independently working with collaborators on the same problem using OpenAI’s Codex tool, hit back with a statement questioning whether the company had snooped on his Codex sessions to gain an advantage. OpenAI has always denied it looked up the “specific user data” of Buckmaster and colleagues. However, the company initially admitted that “while unlikely, we cannot rule out that de-identified data derived from their usage of our products helped improve our models,” although its proofs “differ significantly” from Buckmaster’s. The firm later said that, following an investigation, it concluded that Buckmaster’s Codex prompts “could not have influenced the [OpenAI] system in any way, including through training.”Funder concernYet OpenAI’s initial admission that its model might have ingested Buckmaster’s ideas, then spat them out to its own mathematicians, has scientistsworriedthat their work could leak out if shared with AI. Some AI tools give users an opt-out option to stop their sessions from training the model. If such guarantees can be trusted, this gives scientists some confidence they can use an LLM to develop an idea without the risk of it leaking out.But there’s a bigger potential vulnerability. To win money to investigate ideas, scientists have to share them with funding bodies. These grant proposals are normally kept strictly confidential, to prevent other scientists from scooping them, or to protect commercially valuable intellectual property. To preserve this confidentiality, when the NSF uses AI models, “we have to be sure that it's not making server calls out to an external party, leaking that data,” said Gallo to delegates in Paris. Leaks through reviewersHowever, funders normally use external academic reviewers to assess proposals. And there are growing worries that these reviewers are feeding grant ideas into AI models to help them make a judgement. Research funders have noticed that peer review reports and funding recommendations have “suddenly become much longer, more detailed and complex,” said Diogo Machado, head of the data science unit at Technopolis, a science and technology-focused consultancy. “The sense is that reviewers are increasingly using generative AI in their review work, even where guidelines sometimes forbid it,” he told Science|Business. “This is very difficult for funders to control or prove.” Happening at scaleThis sharing of confidential proposals with AI models is “happening at scale already,” said James Wilson, executive director of the Research on Research Institute, based at University College London, during the debate in Paris. In response, Gallo said the NSF had “strict guidance” around the uploading of proposals to AI models. But he added the NSF was mulling new types of assessment to make sure applicants were truly the originators of their ideas, such as following a short-form proposal with an oral presentation, which would allow the foundation to “really interrogate the investigator on their intellectual contribution.” Related articlesHow can Europe cope with a flood of AI-assisted research grant proposals?The risks and benefits of AI in screening research grant proposals Viewpoint: AI could make scientific overload worse“For us as funders, a lot of the ways to ensure that the application remains the applicant's own intellectual contribution, those ways are quite regressive,” Peter Clifford, head of strategy at Research Ireland, told delegates. “They're maybe ten or 15 or 20 years old, and they don't scale particularly well.” Disputes over the origin of ideas are as old as modern science. Isaac Newton and Gottfried Wilhelm Leibniz spent more than a decade arguing over who invented calculus, for example. And long before LLMs emerged, academics would agonise over how much of their early work to reveal at conferences, in case their colleagues scooped them, Jack Leahy, a senior metascience advisor to the UK government, told delegates. But AI was “accelerating” the “problems of the system,” he said.
Bournemouth wants up to £100 million for Arsenal target
Alex Scott is one of the most wanted players in the Premier League at the moment, with Arsenal keen to add him to their squad despite missing out on the midfielder during the summer transfer window.Bo...
DeWine Satisfied That 'Science of Reading' is Working - News-Talk 1480 WHBC
COLUMBUS, Ohio (News Talk 1480 WHBC) – Governor Mike DeWine has made the education and health of...
Dario Wins Contract with One of New Jersey's Largest Health Plans Representing 1.5 Million Covered Lives
/PRNewswire/ -- DarioHealth Corp. (NASDAQ: DRIO) (the "Company", "DarioHealth" or "Dario"), a leading AI-powered healthcare technology company transforming the...
Wardogs has already made more money than Marathon, and its Steam launch momentum is ahead of Arc Raiders and Helldivers 2
Wardogs has successfully converted Steam Wishlists to bring in $70m from its 1.6 million active users.
FPL Gameweek 5 Top Transfers: The Best Players to Buy
As we head into Gameweek 5 of the 2026/27 Fantasy Premier League season, manager strategy shifts from early-season observation to targeted squad optimization. Favorable fixture swings and rising form assets present the perfect opportunity to use your free transfers to surge up your mini-league standings. Whether you are restructuring your defense or looking for explosive […]
Lena Dunham welcomes her first baby via surrogacy
(CNN) — Actress and writer Lena Dunham and her husband Luis Felber have welcomed a baby daughter via surrogate.Writing in an op-ed published by Vogue on Wednesday, Dunham, 40, who is best known as the creator of hit TV series “Girls,” revealed that the couple’s first child had arrived 13 days late, before describing the moment of her birth.“I was so focused on our surrogate — in awe at her concentration, her period of quiet followed by what sounded like a roar — I forgot to look down until I heard our baby’s cry,” she wrote.“I saw her face, gasping just as she did. Her eyes, wide and unfocused, taking in the light and shadow, blinking rapidly.”Dunham said she was “bashful and dizzy with joy.”In 2018, Dunham revealed that she’d had a hysterectomy in an attempt to end the pain caused by endometriosis.Endometriosis is a common and often painful condition that happens when tissue similar to the lining of the uterus grows outside the uterus itself. It’s estimated to affect more than 11% of women between the ages of 15 and 44 across the United States.The surgery removed her cervix and uterus, meaning that she was unable to conceive naturally.On meeting her surrogate, Dunham wrote in the Vogue piece: “While I’ve been known to make friends quickly — airport terminals, veterinary offices — this was the quickest leap from first coffee to gynecological procedure I’d ever done.”Dunham said in the months before the embryo transfer date, as she “got to know our surrogate and to trust her,” she thought she would feel “jealousy” towards her, but she did not.“Instead, I felt a different kind of jealousy — toward said baby, for the chance to be tucked into someone who radiated such safety. I could just tell she knew how to steer an SUV in the snow,” Dunham added.The pregnancy came after “12 years circling the fertility drain,” Dunham wrote, and revealed how she dealt with the nerves of the intervening months.“Powerless and unable to feel the physical changes that signal a growing fetus, I horrified friends and family who adhere to the Jewish superstition prohibiting anticipatory purchases, and I started shopping,” said Dunham, before recounting her journey into the world of baby fashion.“I was looking for garments that allowed her personality to develop and express itself rather than announcing an identity she didn’t yet have,” she said.“She would be a person that we helped to dress, who made an impression on the world based on our choices, until she was old enough to do it herself.”The-CNN-Wire™ & © 2026 Cable News Network, Inc., a Warner Bros. Discovery Company. All rights reserved.THE-CNN-WIRE (TM) & © 2026 CABLE NEWS NETWORK, INC., A TIME WARNER COMPANY. ALL RIGHTS RESERVED.
West Virginia lawmaker raises concerns over Rural Health grant recipient
A state lawmaker raised concerns about one organization set to receive a grant of more than $1 million in Rural Health Transformation funds.
Virtual launch: New report on ethics oversight of AI-related health research
WHO will host a virtual launch of its new report, Artificial Intelligence-related Health Research: Ethics Review and Oversight, which provides practical recommendations for researchers, ethics committees, regulators, funders and policy-makers on the responsible conduct of AI-enabled health research.
Virtual launch: New report on ethics oversight of AI-related health research
WHO will host a virtual launch of its new report, Artificial Intelligence-related Health Research: Ethics Review and Oversight, which provides practical recommendations for researchers, ethics committees, regulators, funders and policy-makers on the responsible conduct of AI-enabled health research.
Probiotics are wildly popular. But there’s a better way to help your gut.
Fiber-rich plants — not supplements — are the best fuel for your gut microbiome.
‘The secret is finally out’: Upstate teams weigh in on national sports recognition
The Upstate is getting national recognition for its minor league sports scene, with Greenville-Spartanburg named the No. 1 minor league market in the country by Sports Business Journal.
Monaco CEO confirms plan to sell Folarin Balogun in January
AS Monaco’s CEO Thiago Scuro has confirmed that the club’s plan is to sell Folarin Balogun (25) during the January transfer window, which would allow Lamine Camara and Aleksandr Golovin, both heav...
The science behind Florida football’s physical transformation starts with Jake Sankal
Nutritionist Jake Sankal is the science behind some of Florida football's body transformations. Here's how it works.
The science behind Florida football’s physical transformation starts with Jake Sankal
Nutritionist Jake Sankal is the science behind some of Florida football's body transformations. Here's how it works.
Today’s Papers – Poor Milan, Juventus chance for Woltemade
La Gazzetta dello SportRoma beat Inter, a richer transfer windowIn the last two years, since Gasperini and Chivu’s arrivals, the Giallorossi have invested €211m against €186m.There’s no MilanE...
NSF and UKRI Invest More Than $10 Million in Quantum Chemistry Research
NSF and UKRI are investing more than $10 million across eight projects studying quantum information science in chemical systems.
2. Bundesliga Preview: VfL Wolfsburg vs. SV Darmstadt 98
Florian Kohfeldt will return to Volkswagen Arena on the opening day of matchday 6 in 2. Bundesliga. The 43-year-old had an unsuccessful stint in Wolfsburg after his coaching breakthrough with Werder B...
Wow, attacker confirms Liverpool have signed a sensational player
Liverpool have signed a phenomenal attacker, he just confirmed it. It's been a roller coaster of the transfer window throughout the summer. Looking back on it, two weeks later most supporters will be ...
NSF and UKRI Commit $10 Million in Joint Funding for Molecular Quantum Information Science
The U.S. National Science Foundation (NSF) and UK Research and Innovation (UKRI) have launched a joint $10 million (£7.4 million) research initiative supporting eight transatlantic research teams. Funded via $5 million from the
Trump emphasizes crime in midterm push in North Carolina
The president made violent crime the central issue in his first large-scale outdoor rally this year and cites the GOP’s 1988 “Willie Horton” attack ad on Democratic nominee Michael S. Dukakis.
Ivory Star Productions’ John Bentham brings boutique shows and brunch fun to the Rio
"Tony n’ Tina’s Wedding" and "Faaabulous! The Ultimate Drag Brunch Show" have been satisfying audiences for months, but renovations have created two separate showrooms for more immersive entertainment experiences.
BlitzReels Announces AI Clipping Workflow That Turns Business Expertise Into Polished, Editable Short Videos
BlitzReels is announcing an AI clipping workflow that transforms podcasts, webinars and B2B recordings into polished short videos while giving b...
Snap targets enterprises with Salesforce, Nvidia AI tools for augmented-reality glasses
Snap on Wednesday announced partnerships with companies including Salesforce, Nvidia and Amazon Web Services to integrate workplace tools into its Specs augmented-reality glasses, courting enterprise demand to carve a foothold in the heavily contested market.
10 Years, 10 Milestones: A Decade of Peer Recovery at RWJBarnabas Health
The RWJBarnabas Health Institute for Prevention and Recovery celebrates 10 years of its Peer Recovery Program with a lookback at the last decade of transforming substance use disorder care and services for patients across the RWJBarnabas Health system.
Snap tries to bring AR glasses to enterprise market, partnering with Nvidia, AWS and Salesforce
Snap is partnering with Nvidia, Amazon Web Services and Salesforce as part of an enterprise sales push centered on its $2,000 Specs AR glasses.
Scientists challenge US NIH grant screening as unconstitutional
A group of scientists filed a class-action lawsuit on Wednesday against the U.S. National Institutes of Health, alleging the agency is unconstitutionally screening research grants to suppress viewpoints the Trump administration disfavors on topics like diversity, gender identity and climate change.
Scientists Challenge US NIH Grant Screening as Unconstitutional
By Ahmed Aboulenein WASHINGTON, Sept 16 (Reuters) - A group of scientists filed a class-action lawsuit on Wednesday against the U.S. National Institutes of Health, alleging the agency is unconstitutionally screening research grants to suppress viewpoints the Trump administration disfavors on ...
Historic Rutland County farmhouse celebrates reopening with new businesses, childcare and housing inside
A community restoration project has transformed the Pittsford Village Farmhouse, bringing new business, childcare, housing and community spaces to the historic town building
Palmetto Sports Daily: Expectations for SC in first SEC game, How Tait Reynolds can improve vs. UNC
The crew discusses what to look forward to in Gamecock's SEC opener against Mississippi State and how Clemon QB Tait Reynolds can improve his play against UNC.
Business and community association established in Pine Level
The town of Pine Level is creating a "business and community association. Leaders talked about their excitement as more and more advancements come to the area.
Four rural CT hospitals receive $46 million in federal health grants
Charlotte Hungerford, Day Kimball, Sharon and Windham Hospitals were awarded the funds through U.S. Rural Health Transformation Program.
Earth Science Tech, Inc. Uplists to OTCQB Venture Market
MIAMI, FL, Sept. 16, 2026 (GLOBE NEWSWIRE) -- Earth Science Tech, Inc. (OTC: ETST) ("Earth Science Tech" or the "Company"), operating as a holding company with a diversified highly accountable portfolio of distinct entities, today announced its successful uplisting to the OTCQB Venture Market (the "OTCQB") effective for trading September 17, 2026. The OTCQB is a premier, established public market for entrepreneurial and growth-stage companies. To qualify for quotation, companies must meet rigoro
High school science teacher discovers rare T. Rex tracks: 'A real pivotal moment'
Kent Hups could not contain his excitement when he came across several giant three-toed track prints that appeared to be T. Rex footprints in North Dakota.
Detroit CIOs and CISOs to Examine AI Governance, Cybersecurity Resilience, Enterprise Transformation and the Rise of the 'CEO of Technology' at HMG Strategy’s September 24 Summit
FAIRFIELD, Conn., Sept. 16, 2026 (GLOBE NEWSWIRE) -- CIOs, CISOs and other senior technology executives from leading organizations across Detroi...
Stanford Grows Human Brain Tissue Inside Mice in Science Breakthrough
Stanford grew human brain tissue inside mice, creating living neural models that could transform drug testing for epilepsy, autism, and schizophrenia.
NSF announces 3 additional topics as part of the NSF X-Labs initiative to pursue generational breakthrough science and technology efforts
NSF X-Labs invites proposals from teams working in AI for physical systems and announces two forthcoming topics...
Fusion Fest returns to Howard Park next weekend with global foods, music, and cultural celebration
The popular South Bend cultural festival features live entertainment, international food vendors and hands-on activities.
Giants’ Devers Named as Potential Yankees Trade Target
Buster Olney suggests a blockbuster move to the Bronx, allowing Rafael Devers to focus on his elite power stroke while solving the San Francisco Giants’ complex financial future.
Marwan Kabalan, Qatar’s Foreign Policy: Geography, Politics and Strategy since 1971.
Qatar has undergone a period of deep introspection over the past few months. On July 12, 2026, Sheikh Hamad bin Khalifa Al Thani—the visionary former leader who helped transform modern Qatar into a regional and global powerhouse during his 18-year reign—passed away at the age of 74. Sheikh Hamad’s death came just six weeks after that of his lifelong friend […]
Iran war powers resolution passes House with seven Republican defections
House Democrats successfully passed a resolution directing President Donald Trump to end the Iran war for a third time, with three new Republicans breaking with the president from the usual four. The resolution passed 220-204 with seven Republicans supporting the measure, three more than who backed the legislation in two previous votes. Reps. Thomas Massie, […]
Rosie O’Donnell joins “The Rocky Horror Show” on Broadway after successful gig guest-hosting “Jimmy Kimmel Live”
The former talk show host is set to take the stage next month, briefly replacing Rachel Dratch.
865 Neyland to bring 100K square feet of entertainment to the University of Tennessee
A $288 million investment is transforming University of Tennessee’s Neyland Stadium area with 865 Neyland, a 100,000-square-foot mixed-use entertainment district featuring dining, retail, and a 24-story hotel and residential tower, set to be completed by 2029.
The Emmys Lost 15 Million Viewers. It’s a Warning for Every Successful Business
The Emmy Awards used to be one of television's biggest events. The broadcast's fall is a lesson for ever entrepreneur.
Giants' Offense Powers Them to Easy Win Over Cardinals
The San Francisco Giants' offense looked a lot better on Tuesday against the St. Louis Cardinals.
Arsenal 4th-round League Cup draw details
Arsenal’s win over Ipswich Town helped them into the fourth round of the League Cup on Tuesday night, but who will the Gunners face next?Photo by Alex Pantling/Getty ImagesFollowing Tuesday’s win ...
UT reveals name, new renderings for planned Neyland Entertainment District
KNOXVILLE, Tenn. (WATE) — The planned Neyland Entertainment District now has a name: 865 Neyland. Tennessee Athletics plans to transform the waterfront near Neyland Stadium with a sprawling developmen...
Metallica to rock Camp Randall Stadium in June 2027
MADISON (WKOW) — One of the most commercially successful and influential heavy metal bands of all-time is set to rock out at Camp Randall Stadium next summer.
Did Viking miss signs of life on Mars? Scientists to revisit findings at W&M
WILLIAMSBURG – Fifty years ago this summer, NASA’s Viking 1 and Viking 2 became the first spacecraft to successfully land on Mars — touching down July 20 and Sept. 3, 1976, respectively — marking a milestone in the search for life beyond Earth. Scientists hoped the missions would find signs of life, but the results […]
North Carolina’s Southeast welcomes new Director of Business Development Savannah Taylor
Savannah TaylorSavannah Taylor, a career economic development professional, has accepted the role of director of Business Development at North Carolina’s Southeast. She officially started in the position on Sept. 14.“North Carolina’s Southeast’s success has long been based on strategic collaborative engagement and leadership among our team and with our partners, so a key aim was to find someone who aligned with those dynamics,” said NCSE President Steve Yost in a press release. “Savannah has strong experience for this position through her previous roles in local economic development, research, and policy development, and it became clear that she would be an excellent match in helping to advance the mission for our 20-county region. We couldn’t be more excited to welcome her to the Southeast.”Before joining the Southeast team, Taylor lived and worked in Georgia as an economic development project manager for the City of Marietta and as public policy & research manager and research director for the Georgia Chamber of Commerce Foundation. She has successfully led public policy and strategic project initiatives related to statewide community development and has served on several special committees, including the Metro Atlanta eXchange for Workforce Solutions Research Committee and the United for ALICE Georgia Research Advisory Committee. “After previously working at the state and local level in Georgia, I knew I was looking for a local or regional organization as my next step,” said Taylor in a press release. “I wanted to find a highly collaborative environment, and that led me to North Carolina’s Southeast.”Taylor graduated from Georgia College & State University with dual degrees — a B.S. in Economics and a B.A. in World Languages and Cultures. “I’m really looking forward to interacting with the organization’s partners and all of the local developers,” said Taylor in a press release. “Overall, I think I’m most excited for the new adventures with all the hiking and biking and everything else there is to explore in the region. I hope if anyone has any recommendations, they’ll share them!”
South Carolina Announces Recipients of Rural Health Transformation Program Funding
South Carolina Gov. Henry McMaster this week announced the state has awarded 228 grants totaling $167,299,900.69 in funding to strengthen health care access, quality and outcomes in primary care, maternal and infant care, pediatrics and behavioral...