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Results for " ATC " 14,200 found 🔀 AI-powered Shuffle

Watch Lakota West's Roman Combs intercept a Princeton deep ball

Lakota West’s Roman Combs intercepts a Princeton deep ball in their Greater Miami Conference game Friday, Sept. 18, 2026.

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Sep 18 • 7:25 PM EDT • Sports • sports.yahoo.com
Puka Nacua misses practice Friday

Puke Nacua missed practice on Friday ahead of the team's Week 2 matchup with the Giants.

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Sep 18 • 7:19 PM EDT • Sports • sports.yahoo.com
The Quantified Scientist tests the Apple Watch Series 12’s heart rate sensor

In a new video, The Quantified Scientist’s Rob ter Horst compares the new Apple Watch Series 12’s heart rate sensor against a Polar H10 ECG chest strap.

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Sep 18 • 7:08 PM EDT • Technology • 9to5mac.com
Frankie Muniz Talks 'Hitting Rock Bottom' and More Top Us Stories

Get a rundown of Us‘ top stories making headlines in celebrity news, sports and entertainment on September 18, 2026.

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Sep 18 • 7:06 PM EDT • Entertainment • fresnobee.com
Palmetto Sports Daily: Dabo, Belichick share mutual respect, SC’s anticipated Mississippi State matchup

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.

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Sep 18 • 6:48 PM EDT • Sports • wistv.com
Boost to business makes Oxford, MS the real winner in football matchup

OXFORD, Miss. — Things are really heating up as the fierce rivalry between the University of Mississippi Rebels and the LSU Tigers is set to kick off Saturday night. The matchup is expected to brin…

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Sep 18 • 6:35 PM EDT • Business • wreg.com
What are we watching for against Vanderbilt?

Welcome to Week 3, everyone. 1.) You get one mulligan. CJ Bailey looked like a freshman in the Virginia game, and the team overall was so bad that I have to think that it’s front of mind as they get ready for Vanderbilt—that performance was not just bad, it was embarrassing. State was DOA at […]

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Sep 18 • 6:32 PM EDT • Sports • sports.yahoo.com
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Menopause and estrogen patches dominated DC conversations. Now what?

Menopause took center stage in Washington, DC, with meetings about testosterone, estrogen patches, and how to improve women's health care.

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Sep 18 • 6:26 PM EDT • Health • usatoday.com
Syracuse Women's Basketball Announces Unique Tip Off For December Game

The Orange will host a different group of fans to the winter match up

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Sep 18 • 6:13 PM EDT • Sports • sports.yahoo.com
Michigan Reveals Uniform Combo for UTEP Matchup

Michigan has revealed its uniform combination for Saturday's matchup against UTEP at the Big House.

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Sep 18 • 5:55 PM EDT • Sports • sports.yahoo.com
Player Availability Report: #SKCvPHI

Player Availability Report is SportingKC.com’s look at the latest status updates around the team ahead of upcoming matches and is presented by Saint Luke’s. All details listed are from the league’s official Player Status Report that is submitted the day prior to the match. Sporting Kansas City remains at home

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Sep 18 • 5:46 PM EDT • Sports • sportingkc.com
WATCH: This science teacher uses comic books to make learning fun

For the past 20 years, the Cimarron Springs Middle School science teacher has used his love of comics to help students get excited about learning.

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Sep 18 • 5:33 PM EDT • Science • abc15.com
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Watch: Rouse vs. Cedar Ridge football live

Two Raider football programs meet in Week 4 as Cedar Ridge hosts Rouse at Kelly Reeves Athletic Complex for a nondistrict showdown.

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Sep 18 • 5:01 PM EDT • Sports • sports.yahoo.com
Sports Overtime: Week 4 (Friday, Sept. 18, 2026)

Watch highlights and view scores from Week 4 of the 2026 NSAA football season.

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Sep 18 • 4:56 PM EDT • Sports • 1011now.com
PL: Chelsea sink at Brentford!

The Blues are no longer moving forward.Traveling to Brentford for the fifth league matchday, Chelsea stumbled badly (3-0).Kept quiet by a brave and united Bees side, the Blues were caught out from a c...

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Sep 18 • 4:54 PM EDT • Sports • sports.yahoo.com
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
What makes a sunset so vivid? The science behind fall's most colorful skies

Dry air, dust particles, and cloud cover are the keys to a vivid sunset. Fall is the best time of year to catch the most colorful skies.

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Sep 18 • 4:45 PM EDT • Science • 3newsnow.com
Chargers vs. Raiders I preview, prediction and how to watch

Las Vegas Raiders (1-0) AT LA Chargers (0-1)When: Sunday 1:05 pmWhere: SoFi StadiumTV: CBS-2 (Los Angeles), CBS-8 (San Diego), Paramount/NFL+ Radio: Los Angeles: KYSR-FM (98.

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Sep 18 • 4:43 PM EDT • Sports • sports.yahoo.com
Watch: Round Rock vs. Vandegrift football live

Former district foes Round Rock and Vandegrift meet Friday night at Ed W. Monroe Memorial Stadium for a Week 4 clash on KXAN+.

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Sep 18 • 4:42 PM EDT • Sports • sports.yahoo.com
Saints Players with Chance to Break Out Against Ravens

A difficult matchup, but with some weaknesses.

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Sep 18 • 4:23 PM EDT • Sports • sports.yahoo.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 makes a sunset so vivid? The science behind fall's most colorful skies

Dry air, dust particles, and cloud cover are the keys to a vivid sunset. Fall is the best time of year to catch the most colorful skies.

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Sep 18 • 4:15 PM EDT • Science • 3newsnow.com
Hands-On With the Apple Watch Series 12

The Apple Watch Series 12 came out today, and we picked one up to get a look at the new feature set. There are no major external changes, but Apple updated the device's internals and health sensors. Subscribe to the MacRumors YouTube channel for more videos. The Apple Watch Series 12 has the same design as the Series 11, but it does come in different colors.

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Sep 18 • 4:07 PM EDT • Technology • macrumors.com
Reading vs Notts County: 2026/27 Match Preview

Can the Royals get back to winning ways against newly promoted Notts County?

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Sep 18 • 4:01 PM EDT • Sports • sports.yahoo.com
Live updates, scores from Week 5 of high school football

High school football season in NC rolls into the final week of nonconference play with a full slate of matchups. Follow here for scores, highlights.

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Sep 18 • 4:01 PM EDT • Sports • sports.yahoo.com
Virginia Tech’s Season Begins Saturday Night Against Maryland

Virginia Tech enters Saturday night's game against the Maryland Terrapins, sitting at 2-0 on the season for the first time in five years. For the Hokies, it's been a solid start to the James Franklin era. Tech has thoroughly beaten two overmatched opponents at home in Blacksburg, and will now head on the road for …

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Sep 18 • 4:00 PM EDT • Sports • sports.yahoo.com
Rams Make Multiple Roster Moves Ahead of Giants Matchup

The Los Angeles Rams have made multiple roster moves ahead of their Week 2 matchup against the New York Giants.

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Sep 18 • 3:42 PM EDT • Sports • sports.yahoo.com
This 1970s-Inspired Automotive Sports Watch Cleverly Reinvents the GMT

Singer Reimagined's latest GMT has 1970s-inspired looks and an advanced in-house dual-time movement with unique functionality.

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Sep 18 • 3:28 PM EDT • Technology • gearpatrol.com
Watch CNBC's full interview with Oscar Health CEO Mark Bertolini

Mark Bertolini, Oscar Health CEO, joins 'Power Lunch' to discuss plans to expand its individual and small business coverage to 400-600 new counties by 2029.

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Sep 18 • 2:57 PM EDT • Health • cnbc.com
2. Bundesliga: Five-star Friday night as Wolfsburg dominate Darmstadt

VfL Wolfsburg (2-2-1, 5th) played host to SV Darmstadt 98 (1-1-3, 16th) to begin the sixth matchweek of the 2026/27 2. Bundesliga season, on a sunny, 16-degree Friday evening in the heart of Niedersac...

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Sep 18 • 2:43 PM EDT • Sports • sports.yahoo.com
Bernie Sanders Slams AI CEOs Over Political Spending: 'You Should Not be Spending Money Trying to Defeat' AI Regulation

Sen. Bernie Sanders (I-Vt.) criticized AI industry leaders over their political spending, arguing that warnings about AI risks should be matched by support for lawmakers seeking stronger regulation. S...

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Sep 18 • 2:30 PM EDT • Politics • yahoo.com
Kentucky at Texas A&M: Final Thoughts and Prediction

Kentucky faces a tough matchup as they travel to Kyle Field to take on #9 Texas A&M. Here are my final thoughts and prediction of the game.

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Sep 18 • 2:24 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
Success Indicators for UW Against Eastern Washington; Preview & Prediction

Eastern Washington has yet to win a game on the road in two tries this season. It enters Husky Stadium with a 1-2 record to play Washington in what should be a definitive opportunity for the Huskies to put their early-season issues behind them. On paper, the FCS opponent provides a mismatch in favor of …

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Sep 18 • 2:00 PM EDT • Sports • sports.yahoo.com
Where to watch El Clásico de México live?

The time has come to support Guadalajara, Chivahermanos! This Saturday, El Rebaño will visit its fiercest rival in another edition of El Clásico de México, where it will look to make the most of it...

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Sep 18 • 1:58 PM EDT • Sports • sports.yahoo.com
Interview: Prof. Chris Cooper on Trump's FEMA comments, voting by mail and other election news

From President Trump’s visit to the legal battle over voting by mail, there’s been a lot of national news affecting our region. BPR's Felicia Sonmez sat down in the studio with political science professor Chris Cooper to catch up on it all.

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Sep 18 • 1:57 PM EDT • Politics • bpr.org
Where to Watch El Clásico de México LIVE

The time has come to support Guadalajara, Chivahermanos! The Rebaño will visit its fiercest rival this Saturday for another edition of El Clásico de México, looking to build on the great form it ha...

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Sep 18 • 1:57 PM EDT • Sports • sports.yahoo.com
Match Preview: Dortmund Travel to Stuttgart Before the International Break

Dortmund head South before the international break!

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Sep 18 • 1:50 PM EDT • Sports • sports.yahoo.com
Falcons Roundtable: Can Atlanta Overcome Its Quarterback Crisis Against Panthers?

The Atlanta Falcons face the Carolina Panthers in Week 2 with major quarterback concerns after their loss to the Steelers. Our Falcons Roundtable breaks down Cooper Rush, Tua Tagovailoa's injury, Kevin Stefanski's challenges and score predictions for the NFC South matchup.

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Sep 18 • 1:42 PM EDT • Sports • sports.yahoo.com
KCTV Sports Huddle: Preview, predictions for Chiefs-Colts primetime matchup

The KCTV sports team gathers to answer pressing questions and predict what's to come for Chiefs-Colts this week on 'Sunday Night Football.'

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Sep 18 • 1:24 PM EDT • Sports • kctv5.com
Alabama Florida State Rematch: What’s Changed Since 2025

Alabama’s Florida State rematch comes at a time when head coach Kalen DeBoer and his team are still trying to figure out what they trust. Last year, the Seminoles defeated Alabama 31-17 by controlling the line of scrimmage and making the Crimson Tide chase the game. Now Alabama is 2-0, is ranked No.10, and is …

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Sep 18 • 1:00 PM EDT • Sports • sports.yahoo.com
Texas Tech, Kentucky Injury Reports Shape Key Week 3 Matchup

Texas Tech and Kentucky enter major Week 3 games with injury questions that could affect pass rush, secondary depth and offensive firepower.

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Sep 18 • 1:00 PM EDT • Sports • sports.yahoo.com
Can UAlbany shock Monmouth again? Inside Saturday's crucial CAA rematch

Great Danes' first-year coach Tom Perkovich is keeping his team focused on the present as they head into Saturday's rematch against Monmouth.

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Sep 18 • 1:00 PM EDT • Sports • sports.yahoo.com
Washington Commanders Rule Two Starters Out vs. Dallas Cowboys

The Washington Commanders will be without two key pieces for the week two road matchup against the Dallas Cowboys

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Sep 18 • 12:58 PM EDT • Sports • sports.yahoo.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.

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Sep 18 • 12:48 PM EDT • Entertainment • kansas.com
Jalen Hurts’ history against Tennessee entering the Week 2 matchup

A look at Hurts’ statistics and previous performances against Tennessee

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Sep 18 • 12:42 PM EDT • Sports • sports.yahoo.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.

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Sep 18 • 12:30 PM EDT • Entertainment • kansas.com
3 reasons for optimism for Raiders Week 2 vs Chargers

There are some reasons to be optimistic if you're the Raiders heading into their Week 2 matchup with the Chargers.

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Sep 18 • 11:44 AM EDT • Sports • sports.yahoo.com
Ahead of Roma vs. Inter; Nerazzurri's training session

It's the day before Roma vs. Inter on Serie A matchday 5. The Nerazzurri take on the Giallorossi at the Olimpico at 18:00 CEST on Saturday, 19 September. Before travelling to the capital, the Nerazzur...

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Sep 18 • 11:39 AM EDT • Sports • sports.yahoo.com
Why Bryant football's fast start could signal a major turnaround

The Bulldogs are 2-1 overall, and have an immediate chance to match last season's win total by beating Princeton on Saturday.

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Sep 18 • 11:38 AM EDT • Sports • sports.yahoo.com
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Giancarlo Marocchi says Juventus met the demands of the fans

After two winless games, Juventus owed their fans a victory against NEC, and there was a strong sense of expectation before the start of their Europa League match.Juve were playing their first Europea...

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Sep 18 • 11:35 AM 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
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Trump’s Open Claims That He Directs Super PAC Spending Draw Watchdog Complaint

Federal law bars those holding federal office from directing spending decisions for a political organization with no contribution limits.

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Sep 18 • 11:04 AM EDT • Politics • nytimes.com
Weather could impact Patriots' Week 2 game against Steelers

It could be a wet afternoon when the Patriots and Steelers collide in Sunday's Week 2 NFL matchup.

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Sep 18 • 11:01 AM EDT • Sports • sports.yahoo.com
Our offense vs. their defense: Ole Miss Rebels

Previewing LSU’s offensive matchup in Week 3

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Sep 18 • 11:00 AM EDT • Sports • sports.yahoo.com
California is not a good place to grow a business: Joel Pollak

California Post opinion editor Joel Pollak discusses California Attorney General Rob Bonta blocking the Paramount merger and analyzes Governor Gavin Newsom's handling of wildfires.

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Sep 18 • 10:55 AM EDT • Business • foxbusiness.com
Ethan Hawke on 'The Weight' and how kids 'open your heart'

Love movies? Live for TV? USA TODAY's Watch Party newsletter has all the best recommendations, delivered right to your inbox. Sign up now and be one of the cool kids.

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Sep 18 • 10:44 AM EDT • Entertainment • centraloregondaily.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
Maye Musk details the business advice Elon Musk ignored after PayPal

Maye Musk tells Stuart Varney about the business advice her son Elon Musk ignored after selling PayPal. She explains how he went on to start multiple successful companies despite her warning to only focus on one.

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Sep 18 • 10:29 AM EDT • Business • foxbusiness.com
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Red Wings Announce New Jersey Patch Partner

The Detroit Red Wings have announced Metro Detroit-based DQS Solutions & Staffing as the team’s new jersey patch partner.

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Sep 18 • 10:11 AM EDT • Sports • sports.yahoo.com
Eye of the Tiger: Pivotal position matchups vs. Ole Miss

Which specific matchups could be key on Saturday night?

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Sep 18 • 10:00 AM EDT • Sports • sports.yahoo.com
3 things to watch in Packers' game at New York Jets

Historically in the NFL, teams that start 0-2 have only made the playoffs 14% of the time.

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Sep 18 • 10:00 AM EDT • Sports • spectrumnews1.com
The Pixel Weather widget now lets you catch up on the forecast with a single tap

Google's latest Pixel Weather update brings a new refresh button lets the home screen widget grab a fresh forecast in a single tap.

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Sep 18 • 9:57 AM EDT • Technology • androidauthority.com
Global Health Watch: LEN Access Pathways, NIAID Reorganization, Global Fund Report, NIH Lawsuit

This week’s issue covers developments shaping access to HIV prevention and the future of US biomedical research, including new pathways to accelerate access to lenacapavir for HIV PrEP, calls for greater transparency around a proposed NIAID restructuring, and a new lawsuit challenging NIH’s screening of research grants. With today as the final day to comment […]

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Sep 18 • 9:56 AM EDT • Health • avac.org
‘Control Resonant’ Review: Yes, It Resonates

'Control Resonant' is a return to a universe that began in a different genre. The new game cannot match the old, but it's worth your time all the same.

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Sep 18 • 9:03 AM EDT • Technology • forbes.com
Scouting the Grizzlies: 5 questions, prediction with a Montana reporter

Montana beat reporter Frank Gogola previews the Grizzlies' matchup at Oregon State, highlighting RB Eli Gillman, defensive vulnerabilities, and predicting a Beavers win.

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Sep 18 • 9:01 AM EDT • Sports • sports.yahoo.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
Young Michigan voters cozy up to DSA agenda to abolish Senate, upend political system

Michigan State student calls Senate ‘inherently undemocratic’ as Green Party candidate backs DSA proposals and Detroit resident weighs political overhaul.

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Sep 18 • 8:50 AM EDT • Politics • foxnews.com
Screenless Wearables Forecast a Minimalist Health-Tracking Future

Popular alternatives to the Apple Watch, Galaxy Watch, and Pixel Watch are a sign of wearables reaching a new level of maturity and acceptance.

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Sep 18 • 8:30 AM EDT • Health • gizmodo.com
Deep dive
😐 Neutral (17%)
ahah
52%
wow
48%
Every word of Michael Carrick’s Fulham pre-match press conference

262 Michael Carrick has been speaking to the media in the pre-match press conference ahead of Sunday’s trip to Craven Cottage to face Fulham in the Premier League.On the agenda: fallout from the Lea...

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Sep 18 • 8:30 AM EDT • Sports • sports.yahoo.com
Three talking points before Ligue 1 matchday 5

This weekend, it’s... Classique time!The three big storylines from this fifth Ligue 1 matchday can be found right here!Ligue 1+ available on OneFootball 📺This season, OneFootball has once again t...

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Sep 18 • 8:10 AM EDT • Sports • sports.yahoo.com
At Salesforce's Dreamforce, business leaders say AI is already moving too fast for them

Attendees at Salesforce's annual conference say they're still catching up with existing AI tools, even as frontier models keep advancing

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Sep 18 • 8:01 AM EDT • Business • qz.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?

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Sep 18 • 8:00 AM EDT • Entertainment • kansas.com
plant science Archives

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

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Sep 18 • 8:00 AM EDT • Science • stratcann.com
Scientists just named a new snake after Guns N’ Roses legend Slash

A newly discovered snake from New Guinea has been named after Guns N’ Roses guitarist Slash, who has loved reptiles since childhood. Genetic testing and physical differences confirmed that the reddish-brown groundsnake, Lielaphis slashi, is a species scientists had never formally recognized before. The nonvenomous snake may use large rear teeth to catch slippery lizards and reptile eggs.

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Sep 18 • 8:00 AM EDT • Science • sciencedaily.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.

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Sep 18 • 8:00 AM EDT • Health • sacbee.com
3 things to watch for Indiana football vs Western Kentucky

Indiana takes on Western Kentucky in its final non-conference game. Here’s what to watch for.

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Sep 18 • 7:30 AM EDT • Sports • sports.yahoo.com
☹️ Negative (-2%)
love
100%
How to watch Walnut Grove vs McKinney high school football

You can watch Walnut Grove football all season long with NFHS Network, including this week’s game against McKinney.

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Sep 18 • 7:29 AM EDT • Sports • sports.yahoo.com
Experts predict winner of Jaguars v. Broncos Week 2 game

Here is who the experts are picking to win Sunday's Week 2 matchup between the Jaguars and Broncos.

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Sep 18 • 7:18 AM EDT • Sports • sports.yahoo.com
Happonen and Orsolini back with the group

With two days to go until the match against Torino, Raffaele Palladino’s Rossoblù went through a double training session. The morning was dedicated to activation work and small-sided technical dril...

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Sep 18 • 7:10 AM EDT • Sports • sports.yahoo.com
How Lavia has avoided becoming risk-averse

Chelsea midfielder Romeo Lavia says he is finally reaping the rewards of his hard work, feeling "free" again and determined to "change the narrative" around him. The 22-year-old is on the verge of enjoying his longest spell in the Chelsea side and, if he completes 60 minutes against Brentford on Friday, he will surpass his previous best run of 518 minutes without injury - including pre-season matches. Lavia made just one appearance in his first season at Stamford Bridge because of a serious hamstring injury.

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Sep 18 • 7:06 AM EDT • Sports • sports.yahoo.com
How to watch Ware County vs Groves High School football

You can watch Ware County football all season long with NFHS Network, including this week’s game against Groves High School.

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Sep 18 • 7:05 AM EDT • Sports • sports.yahoo.com
How to watch North Gwinnett vs Berkmar high school football

You can watch North Gwinnett football all season long with NFHS Network, including this week’s game against Berkmar.

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Sep 18 • 7:04 AM EDT • Sports • sports.yahoo.com
How to watch Mission Hills vs Ramona high school football

You can watch Mission Hills football all season long with NFHS Network, including this week’s game against Ramona.

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Sep 18 • 7:04 AM EDT • Sports • sports.yahoo.com
How to watch Brunswick vs Grovetown high school football

You can watch Brunswick football all season long with NFHS Network, including this week’s game against Grovetown.

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Sep 18 • 7:04 AM EDT • Sports • sports.yahoo.com
How to watch Jackson vs Wilcox Central high school football

You can watch Jackson football all season long with NFHS Network, including this week’s game against Wilcox Central.

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Sep 18 • 7:04 AM EDT • Sports • sports.yahoo.com
How to watch Coffee vs Crestview high school football

You can watch Coffee football all season long with NFHS Network, including this week’s game against Crestview.

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Sep 18 • 7:04 AM EDT • Sports • sports.yahoo.com
Amazon Just Lowered the Price on the Hard-To-Find Pokémon TCG 30th Anniversary ETBs, if You Can Believe It — Yet There Is Still a Big Catch to Consider

Amazon US is accepting invite requests for Pokémon TCG 30th Celebration ETBs at $84—roughly $96 below market resale value on TCGplayer.

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Sep 18 • 7:01 AM EDT • Technology • ign.com
2026 Week 3 Preview: SMU Mustangs @ Louisville Cardinals

This ranked ACC matchup might be the conference’s most important game all year. Expect an offensive clinic.

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Sep 18 • 7:00 AM EDT • Sports • sports.yahoo.com
Eagles-Titans matchups to watch in Week 2

Here are some key matchups to watch when the Eagles face the Titans in Week 2 in Nashville.

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Sep 18 • 7:00 AM EDT • Sports • nbcsportsphiladelphia.com
How to watch Deshler vs Priceville high school football

You can watch Deshler football all season long with NFHS Network, including this week’s game against Priceville.

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Sep 18 • 6:51 AM EDT • Sports • sports.yahoo.com
How to watch Mission Viejo vs Pittsburg high school football

You can watch Mission Viejo football all season long with NFHS Network, including this week’s game against Pittsburg.

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Sep 18 • 6:49 AM EDT • Sports • sports.yahoo.com
How to watch Saraland vs Baldwin County high school football

You can watch Saraland football all season long with NFHS Network, including this week’s game against Baldwin County.

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Sep 18 • 6:44 AM EDT • Sports • sports.yahoo.com
How to watch Centennial vs Rancho Cucamonga high school football

You can watch Centennial football all season long with NFHS Network, including this week’s game against Rancho Cucamonga.

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Sep 18 • 6:41 AM EDT • Sports • sports.yahoo.com
How to watch Goodrich vs Lake Fenton high school football

You can watch Goodrich football all season long with NFHS Network, including this week’s game against Lake Fenton.

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Sep 18 • 6:31 AM EDT • Sports • sports.yahoo.com
Chivu and Gasperini take different approaches to Roma vs. Inter

Gian Piero Gasperini will hold a pre-match press conference today, on the eve of Saturday’s big match against Inter, while his counterpart, Cristian Chivu, will speak to the press only after the gam...

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Sep 18 • 6:25 AM EDT • Sports • sports.yahoo.com
That security patch date on your Android phone is no longer the full story

Google has released new tools allowing Android apps to get a much more accurate picture of how secure your phone really is.

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Sep 18 • 6:12 AM EDT • Technology • androidauthority.com
How to watch Union vs Tazewell high school football

You can watch Union football all season long with NFHS Network, including this week’s game against Tazewell.

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Sep 18 • 6:08 AM EDT • Sports • sports.yahoo.com
😐 Neutral (16%)
SEC football Week 3: Picks, predictions, where to watch

Here are predictions, picks and where to watch every SEC football matchup on the Week 3 slate.

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Sep 18 • 6:08 AM EDT • Sports • sports.yahoo.com
☹️ Negative (-10%)
Sound science used to protect Collier from mosquitoes

Claims that the Collier County Mosquito Control District applies 'millions of gallons of neurotoxin' simply do not match the facts

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Sep 18 • 6:02 AM EDT • Science • naplesnews.com