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Xavier Taylor's father shares health update 4 months after freak baseball injury: "He hears us"
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Sep 18 • 6:06 PM EDT • Health • cbsnews.com
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Evolution Dental Science opens new facility
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Sep 18 • 5:45 PM EDT • Science • yahoo.com
Deshaun Watson could lose seventh straight start on Sunday
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Sep 18 • 5:42 PM EDT • Sports • sports.yahoo.com
This White Sox Pitcher Doesn’t Get Nearly Enough Credit
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Sep 18 • 5:40 PM EDT • Sports • sports.yahoo.com
What to know about the green card policy change
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Sep 18 • 5:35 PM EDT • Politics • cnn.com
John's Crazy Socks: A family-owned business spreading joy beyond socks
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Sep 18 • 5:11 PM EDT • Business • yahoo.com
Secretary of State and District 5 elections heat up
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Sep 18 • 5:11 PM EDT • Politics • wthr.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

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Sep 18 • 4:48 PM EDT • Politics • calmatters.org
WATCH: Trump says he is banning CNN, MSNOW and Politico from the White House
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Sep 18 • 4:47 PM EDT • Politics • pbs.org
Texas Secures $7.5 Billion Border Security Reimbursement

Texas is set to receive $7.5 billion from the federal government to reimburse the state for border security expenditures, Gov. Greg Abbott announced, marking one of the largest federal reimbursements associated with the state’s Operation Lone Star initiative.

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Sep 18 • 4:30 PM EDT • Business • texasborderbusiness.com
Iowa Clinic relocates plastic surgery departments in West Des Moines

The Iowa Clinic has relocated its Plastic Surgery and Oculofacial Plastic and Reconstructive Surgery departments to 1121 Jordan Creek Parkway, Suite 180, in West Des Moines. The move follows growth in both specialties, including the July launch of Oculofacial Plastic and Reconstructive Surgery with the addition of Drs. Audrey Ko and Douglas Casady. The new…

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Sep 18 • 4:26 PM EDT • Business • businessrecord.com
Chris Jones, Mansoor Delane listed as questionable to face Colts
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Sep 18 • 4:25 PM EDT • Sports • sports.yahoo.com
Kim Kardashian shares new health diagnosis, and its tragic link to her father's death
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Sep 18 • 4:25 PM EDT • Health • pagesix.com
TST Best Bets: September 18, 2026

Friday night’s college football slate features four undefeated teams looking to prove themselves against conference competition.No. 22 Houston travels to face No. 13 Texas Tech in a ranked Big 12 matchup, while No. 5 Miami visits Wake Forest for an ACC battle between 2-0 teams. With both favorites facing their toughest tests of the young season, we’re breaking down the best bet from each game.For all of your college football betting picks, here are today’s TST Best Bets, brought to you by BetOnl

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Sep 18 • 4:16 PM EDT • Sports • sports.yahoo.com
What does years of PFAS exposure do to your health? NC study seeks answers
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Sep 18 • 4:13 PM EDT • Health • wral.com
Bengals officially list Joe Burrow as questionable
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Sep 18 • 4:05 PM EDT • Sports • sports.yahoo.com
Jeremy Irvine reacts to that surprising twist in “Blood of My Blood”’s season 2 premiere

“We’re definitely starting from rock bottom and then series two is trying to claw things back,” the actor tells EW.

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Sep 18 • 3:54 PM EDT • Entertainment • yahoo.com
Did Boston Red Sox Almost Land Pete Alonso During Offseason?
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Sep 18 • 3:34 PM EDT • Sports • sports.yahoo.com
D'Andre Swift, Kyle Monangai good to go for Bears
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Sep 18 • 3:12 PM EDT • Sports • sports.yahoo.com
Tottenham v Aston Villa: Key stats and talking points

Tottenham and Aston Villa have scored just one league goal between them so far, with both clubs making poor starts to the season. BBC Sport takes a look at the key themes before the game on Saturday (12:30 BST). In the wake of their Carabao Cup exit to Liverpool, Tottenham boss Roberto de Zerbi said his side have to find "La Scintilla" (the spark) to kick-start their season and finally score some goals.

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Sep 18 • 3:10 PM EDT • Sports • sports.yahoo.com
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.

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Sep 18 • 3:09 PM EDT • Sports • sports.yahoo.com
Raiders call Brock Bowers doubtful to play in Week 2
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Sep 18 • 2:55 PM EDT • Sports • sports.yahoo.com
Warhammer 40k & Horus Heresy: The New Custodes Are Here In Force Across Two Timelines

The Emperor's Finest steal the spotlight in both games this fall - check out the preview!

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Sep 18 • 2:52 PM EDT • Technology • belloflostsouls.net
vs. Presbyterian
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Sep 18 • 2:50 PM EDT • Sports • catamountsports.com
Rams sign S Tanner Ingle to 53-man roster
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Sep 18 • 2:47 PM EDT • Sports • sports.yahoo.com
Carson Wentz will start for the Vikings on Sunday
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Sep 18 • 2:47 PM EDT • Sports • sports.yahoo.com
The childhood hobby that leads to lower stress, fewer mental health problems and better brain function as adults
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Sep 18 • 2:41 PM EDT • Health • nypost.com
Packers hope to avoid historic losing streak, 0-2 start
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Sep 18 • 2:22 PM EDT • Sports • sports.yahoo.com
😐 Neutral (0%)
Kim Kardashian Reveals Health Scare Linked to Late Father Robert Kardashian
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Sep 18 • 2:18 PM EDT • Health • yahoo.com
Jayson Tatum on Jaylen Brown: 'I love that guy'
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Sep 18 • 2:16 PM EDT • Sports • sports.yahoo.com
Novant Health drives $4.33B in regional economic impact, study says

Novant Health Coastal Region generates an annual overall economic impact of $4.33 billion in the Wilmington Metropolitan Statistical Area (MSA), according to a new report. Commissioned by Novant Health and conducted by Mouhcine Guettabi, associate professor of economics at the University of North Carolina Wilmington and the area’s regional economist, the report evaluates population growth in New Hanover, Brunswick and Pender counties and whether the area’s healthcare infrastructure is positioned to meet the region’s demand. According to the study, while healthcare employment has kept pace with population growth in New Hanover and Pender counties, it has not kept up with the rapid population growth in Brunswick County, which is skewed toward an older population. “It points very clearly to Brunswick County being the bottleneck, or being the place where investment is most needed,” Guettabi said to the Business Journal Friday, “because the growth is the fastest, the composition of the growth is older (adults) and demand for healthcare is much higher for the subpopulation.” The Novant Health Coastal Region employs 8,295 full-time equivalent workers, according to the report, and is the region’s largest employer. Overall, through direct, indirect and induced impacts, the Novant Health Coastal Region supports 19,573 jobs, the report said. Using data collected from internal payroll, financial and capital reports, the report estimates that Novant Health Coastal Region pays approximately $1.15 billion in total compensation to its employees. According to the study, the provider’s annual operating expenditures, or direct economic impact, total $2.36 billion. That direct impact ripples through the regional economy through spending at its suppliers, or indirect impact, and household spending by staff and its suppliers’ workers, or induced impact. The report estimates the Novant Health Coastal Region’s indirect economic impact is $786 million, reflecting the multiplying effect of the provider’s operating expenses on expenditures like medical supplies, facilities, food, IT and professional services. Because 86.9% of Novant Health Coastal Region employees live within the tri-county region, the report estimates that wages paid by Novant circulate into the regional economy, creating an induced economic impact of $1.17 billion. “That money just doesn’t go into thin air,” Guettabi said of the wages paid to Novant Health Coastal Region employees. “Some of that money is being re-spent, and therefore it’s supporting grocery stores, hiring, restaurants and bars, and there are a lot of other companies or organizations whose employment, whose activity partially depends on that.” The combination of direct ($2.36 billion), indirect ($786 million), and induced ($1.17 billion) impacts totals an estimated $4.33 billion, according to the report. A study commissioned by Novant Health in 2024 and conducted by FTI Consulting’s Center for Healthcare Economics and Policy found that Novant Health generated nearly $2 billion of direct impact, with $628 million in indirect impact and $857 million in induced impact. Healthcare investments in the pipeline for Brunswick County Additionally, the study found that while healthcare employment has kept pace with population growth in New Hanover and Pender counties, it lags in Brunswick County. “Once you go below the metro level and you decompose the three counties that make up the Wilmington Metro,” Guettabi said, “it becomes fairly clear that Brunswick is the standout. And not only that, but clearly the growth there is fully domestic migration and largely retiree-driven migrants.” Using data from the Centers for Medicare and Medicaid Services on per-capita healthcare spending among age groups, Guettabi estimates that adults aged 65 and older demand 2.44 times the healthcare of working-age adults. “The share of the population in Brunswick County that’s over the age of 65 is 33%,” Guettabi said, “which is so much higher than the average share of people over the age of 65 within the state or within the country.” The report emphasizes that Brunswick County is the “strongest candidate” for new healthcare investment, adding that patient discharge records show Brunswick residents rely heavily on facilities in New Hanover County for inpatient care. “Investments in Brunswick County would not only meet the demand for those residents, but it would also relieve pressure for New Hanover County residents,” Guettabi said. Laurie Whalin, president of the Novant Health Coastal Region, told the Business Journal Friday that the provider plans to expand services at Novant Health Brunswick Medical Center, in addition to other investments in the area. In April, the state granted conditional approval to both Novant Health and Columbus Regional Healthcare System to build new hospitals, just miles apart, on either side of the Columbus County and Brunswick County borders. Columbus Regional’s $214 million 30-bed hospital would be located at the former Acme-Delco Middle School in Delco, according to the application. The project’s approved timetable has construction slated to finish in May 2029, with the hospital open for service by October 2029. The Whiteville-based provider, which Atrium Health manages, broke ground on an Advanced Care facility in December 2025 and operates four specialty clinics in Leland. Meanwhile, Novant Health’s proposed $251 million 20-bed hospital would be built just miles from Columbus Regional’s proposed hospital, near the Compass Pointe community in Leland. The provider estimates the hospital will open by 2030. State officials also approved Novant Health in March to build a freestanding emergency department in Carolina Shores, near U.S. 17. The project is estimated to cost $24 million, according to the application, and will operate under the Novant Health Brunswick Medical Center license. Additionally, Novant Health’s 16,000-square-foot ambulatory surgery center is slated to open in Leland by year’s end, officials said.

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Sep 18 • 2:16 PM EDT • Health • wilmingtonbiz.com
Sonny Gray Joins Boston Red Sox Icon in Franchise History
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Sep 18 • 2:15 PM EDT • Sports • sports.yahoo.com
Apple Watch Series 12 vs. Ultra 4 Buyer's Guide

The Apple Watch Series 12 and Apple Watch Ultra 4 bring new health sensors, a new chip, and more detailed recovery insights to Apple's smartwatch lineup, so how do they compare? Both models feature the S11 chip, 4GB of RAM, 64GB of storage, and the new Health Sensing System, which measures heart rate every five seconds throughout the day.

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Sep 18 • 2:03 PM EDT • Technology • macrumors.com
Political Brew | Voters to consider seniority and Iran War impacts in Maine's biggest races
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Sep 18 • 1:54 PM EDT • Politics • newscentermaine.com
Brentford and Chelsea kick off Premier League weekend's action

2026-09-18T17:46:54ZTeam news has just landed at the Gtech Community Stadium and here's how both sides are lining up2026-09-18T17:43:31ZHello and welcome to our live coverage of Friday's Premier Leagu...

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Sep 18 • 1:44 PM EDT • Sports • sports.yahoo.com
Browns list CB Tyson Campbell as questionable for Sunday
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Sep 18 • 1:40 PM EDT • Sports • sports.yahoo.com
☹️ Negative (-50%)
Mega Man: Dual Override Adds Some Nice New-School Touches to the Beloved Old-School Formula

Proto Man offers a distinctly different challenge than Mega Man. Not necessarily harder, just different. It’s worth noting that you won’t be switching back and forth between the two; at the start of your playthrough you’ll select which character to control for the entire run, offering some potential replayability to see the game both ways. I’m particularly curious about the various chips that can be unlocked, how those will affect gameplay, and what sort of moveset a fully upgraded Proto Man will have at his disposal. For that, I’ll have to wait for Mega Man: Dual Override’s launch, scheduled for Spring 2027.

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Sep 18 • 1:34 PM EDT • Technology • ign.com
DHS Secretary Markwayne Mullin reacts to video showing ICE officer punching teenager after altercation
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Sep 18 • 1:32 PM EDT • Politics • cnn.com
😐 Neutral (0%)
Brock Bowers is at Raiders practice Friday
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Sep 18 • 1:23 PM EDT • Sports • sports.yahoo.com
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.

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Sep 18 • 1:11 PM EDT • Business • nbcsports.com
Minnesota farm-to-table business faces higher costs as fuel prices rise

A farm-to-table business owner says rising fuel prices are negatively impacting her bottom line. Traci Walkowski sells produce and pasture raises turkeys and chickens in Hutchinson, Minnesota and tells Brownfield traveling to farmers markets is getting more expensive. “Obviously we don’t see the impact as much as someone who’s using gallons of diesel to you […]

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Sep 18 • 12:54 PM EDT • Business • brownfieldagnews.com
Arlington officer kills man armed with knife during mental health call, police say
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Sep 18 • 12:52 PM EDT • Health • cbsnews.com
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'Mr. Price Goes to Washington.' Nevada hoops star Elijah Price honored by trip to D.C.
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Sep 18 • 12:46 PM EDT • Sports • nevadasportsnet.com
2. Bundesliga Preview: Holstein Kiel vs. VfL Osnabrück

Holstein Kiel entertain Osnabrück on Saturday afternoon as they both hope to recover from last week’s defeats. The hosts conceded late against Heidenheim, while the newcomers were defeated at home ...

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Sep 18 • 12:42 PM EDT • Sports • sports.yahoo.com
😐 Neutral (0%)
Cooper Rush is expected to start for Falcons vs. Panthers
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Sep 18 • 12:41 PM EDT • Sports • sports.yahoo.com
☹️ Negative (-10%)
Jalen Coker has no injury designation for Sunday
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Sep 18 • 12:39 PM EDT • Sports • sports.yahoo.com
😐 Neutral (0%)
Trump says ‘only kidding’ after threatening Helene aid cut for NC if Whatley loses
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Sep 18 • 12:32 PM EDT • Politics • newsobserver.com
There will be no written report of the UNC investigation
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Sep 18 • 12:20 PM EDT • Sports • sports.yahoo.com
Kim Kardashian reveals new diagnosis — and the link to her father's death at age 59
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Sep 18 • 12:18 PM EDT • Health • nypost.com
Philadelphia Phillies' Latest Injury is Nightmare Fuel
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Sep 18 • 12:12 PM EDT • Sports • sports.yahoo.com
NFLPA names Travon Walker their Community MVP for Week 2
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Sep 18 • 12:08 PM EDT • Sports • sports.yahoo.com
WATCH LIVE: Vance speaks at rally in Iowa as competitive midterm races heat up
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Sep 18 • 11:27 AM EDT • Politics • pbs.org
🙂 Positive (35%)
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.

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Sep 18 • 11:21 AM EDT • Politics • pbs.org
🙂 Positive (35%)
Fortnite Is Selling Your Favorite Characters Back To You As Husks

Fortnite's latest crossover season is a weird branding exercise that's bad for both companies and fans

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Sep 18 • 11:01 AM EDT • Technology • aftermath.site
Pennsylvania's planned health code rewrite blasted by anti-lockdown lawmaker
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Sep 18 • 10:47 AM EDT • Health • yahoo.com
LeBron James' childhood friend, HS teammate promoted to Cavaliers GM
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Sep 18 • 10:45 AM EDT • Sports • sports.yahoo.com
New PEs Promoted at PND Engineers

Wade Kamkoff and Ben VanderHart, who’ve both been with PND Engineers since 2022, earned their licenses and promotions to Senior Engineer.

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Sep 18 • 10:38 AM EDT • Business • akbizmag.com
Deep dive
😐 Neutral (14%)
wow
100%
Eisman: Tesla’s Multiple Is Crazy Unless You “Believe that Tesla’s Robotaxi Business will Conquer the World.” “Count Me As a Skeptic”

Steve Eisman, the Neuberger Berman senior portfolio manager made famous by The Big Short, laid out the math on his weekly wrap podcast: “The consensus estimate for Tesla for 2026 is $1.66, so the 2026 PE is 220 times. Auto stocks by contrast, have very low multiples. GM’s 2026 P E is 6.5 times. The […]

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Sep 18 • 10:36 AM EDT • Business • finance.yahoo.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.

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Sep 18 • 10:35 AM EDT • Technology • newsletter.semianalysis.com
Paris Regional Health Residents Gain Hands-On Training at PJC Simulation Lab

[vc_row][vc_column][vc_column_text css=".vc_custom_1789741770286{padding-top: 25px !important;padding-bottom: 25px !important;}"] Internal Medicine Residents from Paris Regional Health recently…

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Sep 18 • 10:29 AM EDT • Health • myparistexas.com
😐 Neutral (10%)
wow
60%
angry
40%
Apple AirPods 5 review: The choice is clear

The most notable AirPods 5 upgrades are available on both models, but you’ll be happier with the pricier one.

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Sep 18 • 10:00 AM EDT • Technology • engadget.com
Do Americans blame President Trump for high gas prices?
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Sep 18 • 9:58 AM EDT • Politics • cnn.com
Paramount reportedly eyeing Nashville for possible move
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Sep 18 • 9:42 AM EDT • Entertainment • wgxa.tv
Paramount reportedly eyeing Nashville for possible move
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Sep 18 • 9:42 AM EDT • Entertainment • wcyb.com
Paramount reportedly eyeing Nashville for possible move
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Sep 18 • 9:42 AM EDT • Entertainment • cnycentral.com
Wings beat the Sparks 97-77 for 5th straight win

Both teams were returning from the break for the FIBA World Cup in Germany, where Bueckers helped lead the United States to the title.

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Sep 18 • 9:39 AM EDT • Sports • spectrumlocalnews.com
Burglary suspects smash car into Colorado business, steal vapes and merchandise worth $5,000
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Sep 18 • 9:21 AM EDT • Business • cbsnews.com
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Porsha Williams reveals health emergency: "It all happened so fast"
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Sep 18 • 9:18 AM EDT • Health • yahoo.com
The Prestige Eatery and Entertainment brings Vegas to the stage
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Sep 18 • 9:11 AM EDT • Entertainment • yahoo.com
Cavaliers reportedly promoting Brandon Weems to become new GM
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Sep 18 • 9:08 AM EDT • Sports • sports.yahoo.com
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.

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Sep 18 • 9:00 AM EDT • Entertainment • ew.com
How to watch Eastern Michigan vs Wisconsin: TV, live stream on Peacock and YouTube
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Sep 18 • 9:00 AM EDT • Sports • sports.yahoo.com
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.

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Sep 18 • 9:00 AM EDT • Health • seattletimes.com
Burglary suspects smash car into Broomfield business, steal vapes worth $5,000
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Sep 18 • 8:45 AM EDT • Business • cbsnews.com
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Cardinals vs. Seahawks: 2 player connections in Week 2

The Cardinals and Seahawks both have one player who was drafted by and played for the other team on their roster.

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Sep 18 • 8:34 AM EDT • Sports • sports.yahoo.com
13 Days Until Opening Night: Johnny Gaudreau
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Sep 18 • 8:26 AM EDT • Sports • sports.yahoo.com
Sean McVay hopes Rams never play in Australia 'ever again'
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Sep 18 • 8:18 AM EDT • Sports • sports.yahoo.com
Coveted defender Noahkai Banks chooses Germany over USMNT
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Sep 18 • 7:29 AM EDT • Sports • sports.yahoo.com
WHO flags growing health workforce gap as workers and patients age

GENEVA, Sept 18 (Reuters) - The World Health Organization warned on Friday of a gap in the medical workforce ​around the world in the ‌2030s, with a quarter of doctors set to retire in the next decade. "In many countries both our populations and health...

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Sep 18 • 7:04 AM EDT • Health • wtvbam.com
Is Trump’s AI obsession walking the world into disaster?

Jonathan Freedland speaks to Guardian US tech editor Blake Montgomery about the calls for a slowdown in artificial intelligence, and why President Trump is not moved by the doomsday predictions | Politics Weekly America

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Sep 18 • 7:00 AM EDT • Politics • theguardian.com
Best of Des Moines: 2026 Winners

As we do each year, we asked our readers to cast votes for what Des Moines has to offer in a variety of business-related categories. These people and organizations make up an ecosystem in our region that supports the local economy and the community at large. Here’s how it worked: You voted. We checked the…

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Sep 18 • 7:00 AM EDT • Business • businessrecord.com
Science teacher discovers T.rex tracks
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Sep 18 • 6:49 AM EDT • Science • wral.com
MORNING BUSINESS REPORT: Reining in data center utility hikes, A.I. bot shopping, McDonald's deals

A bill to raise utility bills for data centers, A.I. bot shopping, and new McDonald's deals. Here's the Morning Business Report for Sept. 18.

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Sep 18 • 6:26 AM EDT • Business • wfsb.com
😐 Neutral (14%)
wow
100%
'USC will take care of business': Preview of No. 12 USC ahead of matchup with Rutgers football

The Rutgers football team returns to Piscataway to face USC at SHI Stadium on Busch campus on Saturday afternoon. The Scarlet Knights (0-2, 0-0) look to upset the Trojans (3-0, 0-0) in the Big Ten conference opener for both teams.

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Sep 18 • 6:00 AM EDT • Business • dailytargum.com
Euell hoping to 'put things right' at Preston

Interim manager Jason Euell is "excited" to take charge of Preston against QPR on Saturday - their first game since the exit of previous boss Paul Heckingbottom.

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Sep 18 • 5:39 AM EDT • Sports • sports.yahoo.com
😐 Neutral (29%)
Gabriel to miss Man Utd's PL2 game

JJ Gabriel will not be involved in Manchester United's Premier League 2 encounter with Brentford at Leigh Sports Village on Friday evening. The 15-year-old has scored in both of United's matches in the competition this season. It was those goals that fuelled a belief Gabriel would be involved in United's opening Champions League game against Azerbaijan champions Sabah.

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Sep 18 • 5:34 AM EDT • Sports • sports.yahoo.com
Appalachian flooding connects science and storytelling
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Sep 18 • 5:06 AM EDT • Science • citizen-times.com
Sunshine State Earthquake? St. Pete Polls shows Ashley Moody, Angie Nixon neck-and-neck in heated Senate race

Both candidates are winning about 45% support from likely voters.

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Sep 18 • 5:00 AM EDT • Politics • floridapolitics.com
Sticker Shock at the Doctor's Office Could Motivate Midterm Voters

Steep jumps in health insurance premiums and deductibles are top of mind for many voters heading into midterm elections. KFF Health News chief Washington correspondent Julie Rovner explains how rising costs may shape competitive races. She also distills plans from candidates on both sides of the aisle to bring costs down.

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Sep 18 • 5:00 AM EDT • Health • kffhealthnews.org
To err is human, to forgive takes work: what science and therapy reveal about truly letting go

Family gatherings can reopen old wounds, but research shows resentment can affect both mind and body; psychotherapist Edna Arbel explains why forgiveness cannot be forced and how processing pain, setting boundaries and therapy can help us truly let go

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Sep 18 • 4:26 AM EDT • Science • ynetnews.com
Hero Esports launches world’s first international humanoid robot sports league in Riyadh

Danny Tang, Co-Founder and CEO of Hero Esports, discusses the launch of their prototype event Cyberhero x Riyadh and why Saudi Arabia was chosen to host the inaugural edition.

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Sep 18 • 3:19 AM EDT • Sports • cnbc.com
Australia iPhone 18 launch descends into chaos as line-cutter claims he's first in world to buy device: 'I’m the first!'
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Sep 18 • 2:42 AM EDT • Technology • nypost.com
Women keep politics honest

A recent sign that women place more value on being a force for good comes out of conservative Utah. Both parties gerrymander, that is, draw voting district boundaries to give unfair advantage to their candidates. But a faith-based group called Mormon Women for Ethical Government wanted to stop that practice. In 2018, they backed Proposition 4, a ballot measure to create an independent districting commission that would prevent gerrymandering. It passed a statewide vote.

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Sep 18 • 1:00 AM EDT • Politics • johnsoncitypress.com
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38%
love
37%
sad
25%
Paramount Business Jets gains two industry safety certificates

Paramount Business Jets has attained certified broker status from both the ARGUS and Wyvern safety audit programs

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Sep 18 • 12:27 AM EDT • Business • privatejetcardcomparisons.com
Lions’ defense could be their fatal flaw again
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Sep 17 • 11:40 PM EDT • Sports • sports.yahoo.com
😐 Neutral (0%)
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100%
Farmer who voted for Trump says "I can't stay in business" amid rising costs
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Sep 17 • 11:34 PM EDT • Business • yahoo.com
Farmer who voted for Trump says "I can't stay in business" amid rising costs
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Sep 17 • 11:34 PM EDT • Business • cbsnews.com
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😐 Neutral (23%)
wow
38%
angry
37%
ahah
25%
Wake Forest medical Students, Atrium Health start wound clinic for the homeless in Winston-Salem
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Sep 17 • 11:13 PM EDT • Health • yahoo.com
Sean McVay hopes the Rams never play in Australia again
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Sep 17 • 11:12 PM EDT • Sports • sports.yahoo.com
😐 Neutral (0%)
Jadarian Price will get more reps moving forward
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Sep 17 • 11:02 PM EDT • Sports • sports.yahoo.com