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RLCS Club Championship to begin in November
Epic games has announced the Rocket League Esports Club Championship. Set to begin in November featuring 24 teams, a $2.5 million prizepool and multiple LANs, including at the Copper Box Arena in London.
Emory hosts political leadership panel ahead of November elections
Speakers discussed the importance of younger generation engagement with politics and public service careers.
BALL x PIT expansion ‘Risen Ballbylon’ announced
Publisher Devolver Digital and developer Kenny Sun have announced BALL x PIT expansion “Risen Ballbylon.” It will launch on November 6 for $6.99.
Prop 40 would create a first-in-the-world tax on billionaires
California voters will decide this November on Proposition 40, a proposal to impose a one-time, 5% tax on billionaires living in the state.
Top Senate Republican says 'we need to do more' on economy, affordability
John Barrasso, the influential No. 2 Senate Republican, said his party needs to "do more" on the economy as November's midterm elections approach.
Colorado football report card after blowout loss to Northwestern
Colorado committed four turnovers and struggled defensively in a 41-7 loss to Northwestern. Here are the Buffaloes' Week 3 grades by position.
What’s happening in Las Vegas this fall
Las Vegas entertainment event listings for September, October, November
Verily Health Secures Investment From NVIDIA And CU Healthcare Innovation Fund To Expand Precision Health AI Platform
Verily Health has secured new investment from NVIDIA and existing backer CU Healthcare Innovation Fund II as the precision health technology company expands its data and artificial intelligence platform. The financing extends Verily’s March fundraising. The company did not disclose the size of the additional investments. Verily’s existing investors also include Alphabet, Series X Capital and UCHealth.
A bitter battle is brewing in one of Washington state’s last swing districts
Democrats are looking to scoop up more legislative seats this November in Battle Ground and other chunks of Southwestern Washington as they edge toward a supermajority in Olympia — a shift that would give them broad power to pass legislation or redraw the state’s voting maps.
Orlando Science Center opens renovated theater
A lot is happening at the Orlando Science Center. The organization recently reopened the Dome and hosted a series of sold-out laser shows this summer. A new exhibit called “Extreme Sports: Beyond Human Limits” opens in late September, showing visitors what it’s like to rock climb and use a flight suit. To top it off,
Penn State Breezes Past Buffalo: Post-Game Link Dump
Koby Howard has put in the work to become the Nittany Lions’ go-to receiver. Penn State’s secondary was near perfect in the non-conference slate. The Nittany Lions defense had another strong performance, this time forcing four turnovers. Penn State’s ground game took a major step forward with a 100-yard day for Quinton Martin Jr….has Martin […]
Confirmed 2. Bundesliga lineups: Hannover 96 vs. VfL Bochum
Interim head coach Lars Barlemann makes two changes from the defeat in Nürnberg. Franz Roggow and Benjamin Källman replace Waniss Taïbi and Benedikt Pichler. Uwe Rösler makes one change from the ...
Steelers vs Patriots live updates: TV info, live stream, odds for Week 2 game
Pittsburgh stole a 21-14 victory against the Patriots a year ago by generating five turnovers against quarterback Drake Maye and Co.
Leftists make waves and Trump flexes muscles: US primary season takeaways
Candidates have been selected for November’s midterms – have Republicans and Democrats made the right choices?
'Trespasses' review: Come for the romance, stay for the historical drama
This adaptation of Louise Kennedy's 2022 debut novel on PBS follows a clandestine affair between a young Catholic schoolteacher and a Protestant barrister during the Troubles in Ireland.
California Republicans walk tightrope as Trump jumps into campaigning
California Republicans running in the state's most competitive House races are appearing to keep some measure of public distance from Trump ahead of the Nov. 3 election.
Business People Northwest Arkansas
Harps Food Stores Inc. has announced the promotion of William Haulmark as director of insurance and Will McDoniel to director of AI strategy and innovation.
UFC 334: Gane vs. Hokit Officially Announced
During the UFC 331 event, the UFC officially announced the upcoming UFC 334 fight card that takes place in November. UFC 334 goes down on November 14 at Madison Square Garden in New York City, New York. Here is the full card. UFC 334 Main Card In the main event of UFC 334, Ciryl Gane […] The post UFC 334: Gane vs. Hokit Officially Announced appeared first on HEAVY.
Where does LSU go from here? Lane Kiffin, Tigers must handle business before November gauntlet
The Tigers' margin for error when it comes to CFP contention took a significant hit on Saturday night
Florida State Football Has to Get Its Momentum Back
Despite early brilliance against Alabama, costly turnovers and a fragile grip on momentum leave the 1-2 Seminoles facing coaching rumors and a desperate need for consistency.
What’s Your Hottest Business Take?
Let us know your hottest business takes in the comments.Subscribe to The Hustle:🔗 https://clickhubspot.com/vu3lGet the 5-minute newsletter keeping 2M+ innovators in the loop🔗 https://clickhubspot.com/3klnAbout HubSpot: HubSpot is a customer platform that provides education, software, and support to help businesses grow better. The platform includes marketing, sales, service, commerce, operations, and website management products that start free and scale to meet our customers’ needs at any stage of growth. Today, thousands of customers around the world use HubSpot’s powerful and easy-to-use tools and apps to attract, engage, and delight customers.#TheHustle #HubSpot
Steelers vs Patriots prediction: T.J. Watt, defense will flummox Drake Maye again
The Steelers forced five turnovers in beating the reigning AFC champions at Gillette Stadium almost exactly a year ago.
Hawaii offers tax relief for residents, businesses impacted by Hurricane Lowell
The relief applies to GET and TAT returns for the August through November 2026 tax periods.
Sandro Wagner confirmed as new Hannover 96 coach
Hannover 96 have confirmed the appointment of Sandro Wagner as their new head coach.The former Germany assistant and Augsburg head coach has signed a two-year deal with the 2. Bundesliga club.“Follo...
Anthropic Reportedly Delays IPO; OpenAI Expects Massive Cash Burn
AI startup Anthropic is now targeting a November IPO, the Wall Street Journal reported.
Gamethread: Boston College Football vs Maine
The Boston College football team won their first game of the 2026 season last week in a messy game against Rutgers that included seven total turnovers. BC will look to get back to basics against Maine on Saturday, an FCS opponent that they are expected to defeat easily. Who: Boston College Eagles (1-1) vs Maine […]
Chargers Keys to Victory Against Raiders in Week 2
The Chargers have three clear keys to beating the Raiders: keep Justin Herbert upright, limit Brock Bowers if he’s able to play and avoid costly turnovers. After the Week 1 loss to Arizona, Los Angeles needs to play a cleaner, more consistent game.
Small businesses, big impact | Inside Blount County's hospitality growth
Oldham Hospitality and Gemini Hospitality are proving that locally-owned restaurants can be real engines of small business growth and economic and community development.
Belmont Park back in business with first races after $550M renovation
They're off and running at the new Belmont Park.
Bar Harbor Parents Again Raise Concerns About How Some Science Education In Sixth Grade.
The Bar Harbor Story is generously sponsored by Restaurant Barn. BAR HARBOR—Parents again raised concerns this week about how Bar Harbor students receive science instruction after fifth grade, months after the same issue came before the Bar Harbor School Board. The concern centers on a past scheduling change at Conners Emerson School that gives fifth graders a full year of science rather than switching between science and social studies at midyear. Principal Dr. Heather Weir Webster told the board that the school has been monitoring test scores, teacher feedback, and the experience of students as it considers whether the current approach is working. If it is not, the approach may be changed, but that would not likely occur this school year. In fifth and sixth grade, the school used to have one semester of social studies and one of science in each year. That schedule shifted because switching at midyear often broke up the learning units. So, approximately two-three years ago, they decided to shift that a bit. Science became a dedicated focus in fifth grade. Social studies was the dedicated focus in sixth grade. The school staff members are hoping to dive deeply into the data and see if the students are having a more quality experience throughout their time in those grades when it comes to science and social studies. If not, things could shift again. This year, Dr. Webster said at the September meeting, potential changes to curricula have been a bit complicated by moving into the school’s new building in late October and early November. “There have been no changes this year because it’s hard enough to handle the move. That allows them to have consistency,” Dr. Webster said. Dr. Webster said that after the Covid pandemic which prevented students from attending school in person, many fifth graders were struggling. “We tried several different configurations,” she said, including a co-teaching model to help with that struggle, but to also see how to best schedule and support those students. “We found that a January switch” where classes switched from social studies to science was really difficult. Part of the decision making stemmed from science being more hands-on and accessible to fifth graders. Social studies was a bit more abstract content, which was why the school tried the current configuration. In a letter submitted as public comment, parent Beth Dumont wrote, “In May 2026, I wrote to express my concern that our middle school students are not receiving consistent instruction in science and social studies. I appreciate that the Board took this concern seriously and requested a presentation from Principal Webster. I am also grateful for the opportunity to meet with Principal Webster and Julie Keblinsky in July to learn more about the current curriculum and scheduling. “During that meeting, I learned that the current model is intended to integrate science and social studies into other subjects during the years or semesters when they are not offered as standalone courses. “While I appreciate the intent behind this model, I remain concerned about its premise. Science and social studies are core academic disciplines that provide students with essential knowledge, skills, and ways of thinking. Yet under the current schedule, students are not guaranteed consistent instructional time in these subjects. Instead, exposure to content in these disciplines may depend on whether opportunities for integration arise within other classes. “To be clear, I strongly support interdisciplinary learning. Integrating science and social studies across the curriculum can enrich students’ educational experiences and help them make meaningful connections across subject areas. My concern is not with integration itself, but with relying on integration as a substitute for dedicated instruction in core disciplines.” Dr. Webster said that they’ve been monitoring test scores, talking to teachers, seeing how the pilot program works. It’s in its third year now of this schedule. One science teacher, she said, told her he’d seen positive outcomes with full year science and that there was a stronger classroom community. Another science teacher had concerns over the readiness last year, but she isn’t feeling that way about this year’s current class. A third teacher for social studies said he loves the full year. A fourth teacher of social studies hasn’t said that anything has changed. For the three fathers who spoke at the school committee meeting, the fractured science curriculum caused concerns. One father said that when he spoke to others, “all were surprised and confused as to why there was no dedicated, continuous science education,” at the school. Though students are testing well in science and math, he worried that without continuity in education, learning is lost. “We shouldn’t have to choose between key learning disciplines,” he said. Matthew Bergin, another father, agreed, adding, “I’m just a little concerned.” In her letter, Dumont wrote, “As the parent of a recent sixth grader who completed an entire year without a dedicated science course, I saw very little evidence that this integration was occurring in a consistent, systematic, or readily identifiable way. This is not a criticism of our middle school teachers, who have been uniformly excellent. Rather, it is a structural criticism of the current schedule.” Dr. Webster gave an update about all aspects of the schedule and how it’s created and she also spoke to social and emotional learning (SEL) in middle school. It’s explicitly taught but also embedded. Science is embedded as well and explicitly taught at all but that one grade. The school schedule is built from lunch out, then electives like art and physical education are placed, before going into the instruction time, teacher planning time, multi-tier support systems (MTSS), and then social and emotional learning. Teachers have to have 250 minutes a week of planning time per their contracts. That’s the minimum and occurs when their students are at specials. “The schedule is really not the purview of the board,” School Board Chair Marie Yarborough reminded the other board members and the public and thanked Dr. Webster for the presentation. The parents were also thanked for coming. LINK TO LEARN MORE [ ](https://barharborstory.substack.com/p/despite-strong-rankings-some-bar) [ Despite Strong Rankings, Some Bar Harbor Parents Raise Concerns About School's Science Education ](https://barharborstory.substack.com/p/despite-strong-rankings-some-bar) Carrie Jones · Jun 4 [ Read full story ](https://barharborstory.substack.com/p/despite-strong-rankings-some-bar) HELP SUPPORT THE BAR HARBOR STORY When we started The Bar Harbor Story, we didn’t know if anyone would read it. But you showed up. You shared. You sent tips. Now—over 400,000 views every month later—it’s clear: people here care about their community and each other. We’ve kept everything free because news should never be out of reach, but every one of our stories takes time to write, and your support keeps The Bar Harbor Story going. If you value our work, please consider a paid subscription, a founding membership, or a sponsorship. It truly helps us cover one more meeting, tell one more story, shine one more light. Even $5 a month makes a difference. Click here to become a one-time supporter now. Thank you so much for being here. Founding member information can be found here. Have questions about sponsorships? Just send Shaun an email at sfarrar86@gmail.com, he’d love to hear from you. Subscribe Share Bar Harbor Story Share Leave a comment
China is winning the science race while Washington freezes American innovation
Politically delayed federal research grants freeze medical trials and risk ceding American scientific leadership to China.
Every Villanova player drafted by the Boston Celtics
Let's take a look at every player who has been drafted by the Celtics out of Villanova.
Highlights: Wauwatosa West gets past Wauwatosa East in football
Wauwatosa West used turnovers and touchdowns to come back and beat Wauwatosa East, 22-21.
What happened when scientists grew human brain tissue inside mice - Futura-Sciences
Without native tissue in the way, the transplanted human cells multiplied to five times their initial size, grew their own blood vessels, and connected directly to the mice’s spinal cords. Led by first author Kelley Kaganovsky and senior author Sergiu Pașca, the team published the findings in Nature on September...
Endorsement: Prop 44 uses vulnerable patients as cannon fodder
OPINION: On its surface, everything about Prop 44 on California’s November ballot looks appealing. But you don’t have to dig deep to spot the farce, the Chronicle’s editorial board writes.
New Hanover's 17-year life expectancy divide fuels Hub's reporting
New Hanover County has a 17 year life expectancy gap. Local journalists are working together to find out why.
2. Bundesliga preview: Hannover 96 vs. VfL Bochum
In a meeting between two sides separated by three points in the lower half of the table, Sunday’s clash presents Hannover 96 with an opportunity to make an immediate response following the dismissal...
Watch - Princeton tops Lakota West in Skyline Chili Crosstown Showdown
Princeton overcame six turnovers to beat Lakota West in the Skyline Chili Crosstown Showdown in Week 5.
Last of Us Director Apologizes to God of War Laufey Team
The Last of Us director Bruce Straley apologizes for naming God of War Laufey in his criticism of AAA innovation.
iPhone 18 Pro Max Requires 'Prepare to Ship' Battery Drain Before Shipping
The iPhone 18 Pro Max has a battery capacity over 20 watt-hours, which means there are additional shipping requirements. If an iPhone 18 Pro Max needs to be shipped somewhere, its maximum battery capacity has to be limited through firmware. According to Apple, the iPhone 18 Pro Max uses an "innovative battery-firmware solution" that limits battery capacity to below 20Wh between when the iPhone is manufactured and its delivery to a customer.
Political appointee turnover at unprecedented levels under Trump administration
Political appointees in the second Trump administration are leaving in record numbers, and often after short tenures. More than 900 appointees who did not require Senate confirmation left within the first 18 months of the administration, a new report shows.
Novant Health’s economic impact hits $4.33B as Cape Fear population surges
Novant Health’s Coastal Region now generates $4.33 billion in annual economic output, more than triple what it reported a decade ago, according to an updated independent analysis by University of North Carolina Wilmington economist Mouhcine Guettabi.
Novant Health’s economic impact hits $4.33B as Cape Fear population surges
Novant Health’s Coastal Region now generates $4.33 billion in annual economic output, more than triple what it reported a decade ago, according to an updated independent analysis by University of North Carolina Wilmington economist Mouhcine Guettabi.
University of Iowa breaks ground on renovation, expansion of Pappajohn Business Building
Click here to view this item from thegazette.com.
Who you gonna call? Mon-davi ...
The first two events in the Mondavi Center's all season are coming up in late September, with many more events scheduled in October and November.
Political appointee turnover at unprecedented levels under Trump administration
Nearly half of Trump appointees who have separated from government served less than one year, and about 25% served under six months, new research shows.
Housing authority subsidiary nixes mayoral candidate ‘evaluation’ effort
An effort by a subsidiary of the Fort Smith Housing Authority to produce a mayoral scorecard ahead of the November 2026 general election was short-lived after it received criticism from...
Housing authority subsidiary nixes mayoral candidate ‘evaluation’ effort
An effort by a subsidiary of the Fort Smith Housing Authority to produce a mayoral scorecard ahead of the November 2026 general election was short-lived after it received criticism from...
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.
Kroenke Sports and Entertainment announces Ball Arena renovations
Kroenke Sports and Entertainment announced a $135 million renovation of Ball Arena.
Kroenke Sports and Entertainment announces Ball Arena renovations
Kroenke Sports and Entertainment announced a $135 million renovation of Ball Arena.
‘Massive’ renovations coming to Ball Arena
Kroenke Sports & Entertainment announced a $135 million renovation set to be complete in three years.
Kroenke Sports & Entertainment plans $135M Ball Arena renovation
Plans include an expansion of the East Atrium; widening of ingress, egress and concourses; point-of-sale tech upgrades; and additional premium space.
Novant Health’s economic impact hits $4.33B as Cape Fear population surges
The report ties that growth to a fast-expanding, aging population, particularly in Brunswick County, the fastest-growing county in North Carolina and ninth-fastest in the nation.
James Talarico, Seeking Black Votes in Texas Senate Rate, Wins Crucial Endorsement
The Congressional Black Caucus’s political wing backed James Talarico, who defeated a Black opponent in the primary. He faces Ken Paxton, the Republican state attorney general, in November.
Kroenke Sports and Entertainment announces $135M Ball Arena renovation
Plans call for a 30,000-square-foot expansion of the arena’s east lobby.
Lysol Maker Plans New Science and Innovation Center in Nutley
A new research complex is coming to Essex County as the company behind Lysol and Mucinex expands its New Jersey operations.
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.
200 Bechtel jobs in Reston affected by TerraPower split
Bechtel notified Virginia officials that approximately 200 Reston employees could be affected by staffing reductions beginning in November.
Duncan Sheik, Tony Award-winning composer, dies at 56
Duncan Sheik attends 'The Broadway Legacy Foundation Launch' at the Broadway Museum on November 11, 2025 in New York City. (Santiago Felipe/Getty Images)Duncan Sheik, the Tony Award-winning composer behind Spring Awakening and more, has died, according to his Instagram. He was 56.The Friday morning Instagram post said the "father, husband, son, brother, and friend" died on Thursday night "surrounded by love."A message shared on Sheik's Instagram earlier this week by his family said he was "receiving medical care" and was "in critical but stable condition.""The world has a lost a singular talent, and deeply influential voice in music and theater," Friday's statement said. "From his Grammy-nominated hit “Barely Breathing” to his groundbreaking, Tony and Grammy Award-winning work on Spring Awakening, Duncan’s artistry touched many and leaves an indelible mark on the cultural landscape."Born on Nov. 18, 1969, in Montclair, New Jersey, Sheik rose to fame in 1996 when he released his self-titled debut album, which included his hit song, "Barely Breathing."The song peaked at No. 16 on the Billboard Hot 100 chart and earned him a Grammy nomination for best male pop vocal performance.Following his debut album, he released Humming in 1998, Phantom Moon in 2001 and Daylight in 2002.While "Barely Breathing" established Sheik as a singer-songwriter, his career later expanded into musical theater, where he found success as a composer.Sheik collaborated with lyricist Steven Sater and composed the music for Spring Awakening, which opened on Broadway in 2006.He told Broadcast Music, Inc. in 2015 that around the time he was making the music for Spring Awakening, he wasn't "a huge fan" of music that was happening on Broadway and he wanted to make the music for an audience "beyond the normal crowd that would go to a Broadway musical."The rock musical, based on Frank Wedekind's 1891 play and starring Jonathan Groff, Lea Michele, John Gallagher and Skylar Astin, became a major success. It won eight Tony Awards in 2007, including best musical, best original score and best orchestrations.He went on to compose music for several other stage productions, including American Psycho and Because of Winn-Dixie. He also collaborated with Sater again on Alice by Heart and The Secret Life of Bees.In his interview with Broadcast Music, Inc., he added that working on musical theater has "helped broaden my palette."Sheik went on to release several more albums throughout his career, including White Limousine, Whisper House, Covers 80s, Legerdemain and Claptrap.In May, it was announced that Sheik's new musical, Memoirs of Amorous Gentlemen, would make its off-Broadway debut this fall. The musical is based on Moyoco Anno's manga graphic novel of the same name.An off-Broadway revival of Spring Awakening is also set to open this fall. Copyright © 2026, ABC Audio. All rights reserved.
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.
CASAA research event focuses on addiction science
The Center on Alcohol, Substance Use, and Addictions (CASAA) hosts its annual research day on Friday, Nov. 6, as part of The University of New Mexico's Research and Discovery Week.
States Bet Big On Rural Health Startups, With A Silicon Valley Twist
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UNCW grad returns to New Hanover to offer healthy-living programs
New Hanover County extension agent Allison Mattocks shares how the 'Med Instead of Meds' program promotes health.
16th Asian Chief Dental Officers Meeting: Advancing universal health coverage for oral health in the WHO Western Pacific and South-East Asia Regions
Session 3 of the 100-Day Sprint BackgroundOral diseases remain among the most prevalent noncommunicable diseases (NCDs) across Asia, affecting people throughout the life course and placing a significant burden on individuals, families and health systems. Countries across the World Health Organization (WHO) Western Pacific Region and South-East Asia Region have committed to strengthening oral health through regional action plans and by advancing universal health coverage (UHC). The 16th Asian Chief Dental Officers Meeting (ACDOM) serves as a regional platform for Chief Dental Officers in Asia to exchange experiences, strengthen collaboration and accelerate implementation of oral health commitments. For the first time, the meeting is being jointly organized by the WHO Regional Offices for South-East Asia and for the Western Pacific and the ACDOM Secretariat. This year's meeting introduces a 100-Day Sprint, bringing together oral health and UHC leads and technical experts to support countries in strengthening integration of oral health within national UHC benefit packages. Through the Sprint, participating countries will develop, refine, cost and operationalize country-specific essential oral health-care benefit packages using WHO tools, including the Service Package Delivery and Implementation (SPDI) Platform. The in-person 16th Asian Chief Dental Officers Meeting represents Session 3 and the midpoint of the 100-Day Sprint, providing an opportunity for countries to review progress, exchange experiences, identify challenges and refine their approaches before continuing with the remaining Sprint sessions. 100-Day SprintSession Date Format Title Session 1 (Day 0) 19 Aug Virtual Setting the Scene and Introducing Key Principles and Frameworks Session 2 16 SepVirtual Introduction to the SPDI Platform and Initial Mapping Exercise Session 3 27-29 Sep In-person, 16th Asian Chief Dental Officer Meeting, Malaysia Review and Refinement of Oral Health Service Packages Session 4 14 Oct Virtual Finalizing National Essential Oral Health Services Packages and Costing Exercise Session 5 (Day 100) 26 Nov Virtual Country Presentations and Closing of the 100-Day Sprint ObjectivesLeverage the 100-Day Sprint to define priority implementation actions for oral health in countries; Strengthen national capacity to design, cost and operationalize country-specific essential oral health care packages using SPDI platform; andExplore cross-country collaboration to expand access to essential oral health supplies and products, including harmonized specifications and pricing, and improve supply chains for essential dental preparations and medicines.Expected outcomesA draft country-specific essential oral health care benefit package developed using the SPDI platform and aligned with WHO’s Essential Oral Health Care packageA strengthened regional network in Asia of oral health and UHC leaders, fostering collaboration among South-East Asia and Western Pacific countries, WHO offices and WHO Collaborating Centres to support sustained implementation beyond the meetingParticipantsChief Dental Officers and national oral health programme leads;National focal points responsible for universal health coverage, health financing and health systems;Representatives from WHO country offices, regional offices and headquarters;WHO Collaborating Centres; andAcademic institutions and technical partners.
Novuna Business Cash Flow Launches Asset-Based Lending Proposition
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Hunting and fishing in Colorado are worth protecting from politicians
Colorado voters should approve Initiative 302, a constitutional amendment on the right to hunt and fish, in the Nov. 3 general election because the measure would amend the state constitution. A 55% supermajority of voters must cast a “yes” vote on their ballots for it to pass. The “Constitutional Right to Hunt and Fish” will constitutionally […]
Nestle weighing all options after Kremlin moves to seize Russia business
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Amendment 86 will head off ‘redistricting war’
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Sophie Cunningham questions Sydney Sweeney’s viral sports ad: ‘So inauthentic’
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Dr. Jeff Bird: The Innovation Connector Fuels Business Growth and Entrepreneurship
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Today in sports history, November 12
Today in sports history, November 12
Hamilton County Business Development Center listed with $6.5M minimum offer
Chattanooga commercial real estate agency NAI Charter has listed the Hamilton County-owned property at 100 Cherokee Blvd. that now serves as the Hamilton Business Development Center and is accepting proposals from potential buyers until Nov. 23.
Buttigieg: Democrats Need to Get Serious About Amending the Constitution
The former transportation secretary spoke with The Atlantic’s editor in chief about what comes next for Democrats should they win big in November.
Montana Ballot Measure Would Strike at Political ‘Dark Money’
A measure aimed at stemming the tide of corporate money in politics will be on the November ballot. Opponents say it violates a high court ruling.
I Built a Company in One Of America’s Most Complex Industries. Here's Why Innovation Alone Won't Make You Successful.
After starting a company in one of the most heavily regulated sectors, I’ve learned that lasting success isn’t driven by innovation alone.
RWJBarnabas Health Running with the Devils 5K Run & Walk Celebrates 10th Anniversary
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Lallemand Health Solutions showcases science-backed biotics innovations at SupplySide Global 2026
New probiotic and postbiotic solutions target healthy ageing, women’s health and active lifestyles
TechFW, UNT Health launch Innovation Forum
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Employee health plans to remain unchanged for 2027, contributions to increase
When Penn State’s 2027 benefits open enrollment period begins on Nov. 2, benefits-eligible faculty and staff will continue to have access to the same high-quality health care coverage and programs. Beginning Jan. 1, 2027, employees will see an increase in their payroll contributions to keep pace with rising health care costs.
Roundup: Space Force academy / Louisiana Innovation / Data center power
Louisiana enters race: Louisiana is seeking to become the home of a new national academy for the U.S. Space Force after President Donald Trump signed an executive order calling for its creation and NASA opened the application process to states. House Majority Leader Steve Scalise of Louisiana, Gov. Jeff Landry’s administration and regional economic development […]
'It's just not a pleasant crowd later': Manassas officials, business owners grapple with future of 'First Friday'
Manassas leaders are grappling this week with the future of widely-attended outdoor events in the wake of a “First Friday” festival shooting that left a 16-year-old girl dead.
Democrats seize on House GOP’s decision to leave town early
The Republican-led chamber has no more workdays scheduled in Washington before the November midterms.
Five Plays: Villanova Wildcats Second Quarter
Louisville couldn’t have had a worse start to the second quarter against Villanova, but I’m happy to try to explain why that was. The Cards have some things to fix, but we started to see how well this team can adjust on the fly as well as how athletic this team is on both sides […]
Study upends claim that affordable housing depresses NH property values
Data from a NH Housing report focused entirely on New Hampshire dispels the notion that affordable housing development in a community depresses the property values of nearby residences
US sanctions boost China’s science-driven innovation by over 70%, study finds
US tech restrictions have driven Chinese firms to expand and deepen their scientific research sourcing through citations and research.
Swiss wealth management firm consolidates suburban locations into Birmingham office
Swiss wealth management firm UBS is consolidating its locations in metro Detroit into its newly renovated 36,000-square-foot space in Birmingham.
The science of aging skin: What to expect, decade by decade
Aging is something we can see in the mirror, but many of the biggest changes are happening beneath the surface of the skin. Collagen production slows, cell turnover changes, moisture
[Press release] Global Fund report shows countries fought to protect essential health services despite challenging year
The Global Fund has now helped save 72 million lives since 2002, with this year’s Results Report highlighting how country and community leadership, innovation and partnership helped protect essential services.
National Book Awards: Marlon James, Louise Erdrich and Karl Ove Knausgaard make long lists
Marlon James' novel “The Disappearers,” about the persecution of gay men in 1980s Jamaica, is nominated for a National Book Award | Talk 1370
National Book Awards: Marlon James, Louise Erdrich and Karl Ove Knausgaard make long lists
Marlon James' novel “The Disappearers,” about the persecution of gay men in 1980s Jamaica, is nominated for a National Book Award | WWL
Fall Sports Update: Volleyball Sweeps Stanford
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Grab Your Popcorn: SEC Week 3 Betting Lines
Grab your popcorn; September 19th is here. The Week 3 SEC slate is exactly what the doctor needed. We had to sleep through the "undefeated" Week 1 matchups and watch as the eyes of Texas shined over the Buckeyes. The Week 3 SEC slate is exactly what CFB fans needed. We have telenovela drama as …
Sunday hours ending Nov. 1 at Central, Franklin Avenue libraries
As the city of Des Moines faces a $12 million deficit for fiscal year 2027-2028, the Des Moines Public Library (DMPL) will see a $750,000 funding cut. The Des Moines Library Board of Trustees voted this week to eliminate Sunday hours at the Central and Franklin Avenue libraries beginning on Sunday, Nov. 1. The last…
Gov. Polis expected to name temporary replacement for Colorado House District 32 vacancy
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Illinois State University partnership advances AI innovation in healthcare
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RWJBarnabas Health, Rutgers and AWS launch innovation hub
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Watch the trailer for 'Perfect Liars,' the adaptation of the hit novel coming to Prime Video November 20
