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$1 Million Fellowship in Coffee Science Established at UC Davis

The Specialty Coffee Association, or SCA, and the University of California, Davis, announced the establishment of the Specialty Coffee Association Endowed Fellowship in Coffee Science, made possible by a $1 million gift from the SCA to support graduate coffee research at the UC Davis Coffee Center, a center of excellence in the College of Engineering.

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Sep 18 • 7:24 PM EDT • Science • giving.ucdavis.edu
Paseo businesses burglarized, suspect caught on security footage

Businesses in Oklahoma City's Paseo District, including Soul Café, were burglarized, with security footage showing the suspect breaking in and stealing cash.

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Sep 18 • 7:22 PM EDT • Business • koco.com
Scientists have found 9 new sea sponge species in Alaska

Two studies published this summer describe the new species, which were found in the Gulf of Alaska and Aleutian Islands.

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Sep 18 • 7:14 PM EDT • Science • alaskapublic.org
Milwaukee gas prices jump overnight, small business feels squeeze

The average gas price in the Milwaukee area is $4.39 a gallon, according to AAA. It is tough for everyone, especially businesses that rely on gas.

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Sep 18 • 6:59 PM EDT • Business • fox6now.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
Pacific Beach boardwalk-driving suspect ignites mental health diversion debate

San Diego County judges granted mental health diversion in over three hundred felony cases in 2025, and suspects reoffended in more than a quarter of those cases.

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Sep 18 • 6:47 PM EDT • Health • nbcsandiego.com
Meet Earth’s newest wild cat species, living in Bolivia and the first named in over a century

A previously unknown cat species has been identified in plain sight: at a wildlife sanctuary in Bolivia, where the small, spotted feline had been living for years after being taken in by a local family.

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Sep 18 • 6:45 PM EDT • Science • pbs.org
Tiger cat named 1st new feline species in century

The small spotted tiger cat lives in Bolivia’s cloud forests

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Sep 18 • 5:26 PM EDT • Science • theweek.com
From basketball prospect to Newport's focal point

Newport County's focal point Christian Doidge could have pursued a very different sporting career but is happy to be scoring for his home-city club.

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Sep 18 • 5:17 PM EDT • Sports • sports.yahoo.com
Galaxy Tab S12 leak spills the beans on the Plus and Ultra specs

A leak may have revealed the full specs of Samsung's upcoming tablets, the Galaxy Tab S12 Plus and S12 Ultra.

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Sep 18 • 5:06 PM EDT • Technology • androidauthority.com
Authorities seek suspects after break-in, theft at Arden business

Authorities are investigating after several items were stolen in a breaking and entering incident at a business in Arden.

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Sep 18 • 5:03 PM EDT • Business • wlos.com
Authorities seek suspects after break-in, theft at Arden business

Authorities are investigating after several items were stolen in a breaking and entering incident at a business in Arden.

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Sep 18 • 5:03 PM EDT • Business • wlos.com
Africa Laboratory Scientists

A specialist examines a culture plate inside a laboratory at a hospital during a regional congress focused on strengthening laboratory capacity and preparedness following lessons from Ebola and COVID-19, in

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Sep 18 • 4:50 PM EDT • Science • kdhnews.com
Games Workshop: New TonePro Paints, Blood Bowl Goblins, Tomb Kings, and More On The Way

Warhammer's specialist games and hobby supplies are also getting some reveals in today's big autumn preview.

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Sep 18 • 4:46 PM EDT • Technology • belloflostsouls.net
Iowa Clinic relocates plastic surgery departments in West Des Moines

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

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Sep 18 • 4:26 PM EDT • Business • businessrecord.com
United Bank hires Phil Poliquin to lead government contracting business

Phil PoliquinUnited Bank, a subsidiary of United Bankshares, Inc. (NASDAQ: UBSI), has announced that Phil Poliquin has joined the Bank as senior vice president and managing director of Government Contracting (GovCon), leading the next phase of growth for United’s GovCon business across the Bank’s footprint.United has a longstanding history of serving government contractors and meeting the dynamic banking needs of companies supporting federal, state and commercial markets. Building on that foundation, the Bank is establishing a dedicated GovCon team led by Poliquin. The new team will bring together bankers from across United's footprint under a focused strategy designed to deepen industry expertise, strengthen client relationships and expand the Bank's presence in this important market.“Government contractors operate in a complex and highly specialized environment, and Phil understands that environment from multiple perspectives,” said United Bank Chief Commercial Lending Officer Mike Proctor in a press release. “His extensive commercial banking experience, combined with more than two decades of military and government service, brings tremendous depth and expertise to our team. We’re excited to have his leadership and insight as we continue strengthening how United serves our GovCon clients across the nation’s capital and beyond.”In his new role, Poliquin will lead United’s GovCon lending strategy and a team of specialists, with a focus on deepening client relationships and expanding the Bank’s presence in the government contracting and defense sectors. He will also serve as a subject matter expert across the organization, partnering with bankers across United’s footprint to support GovCon clients and opportunities.“Government contracting has long been an important part of the economy across the Washington region, and we believe it remains an attractive sector for growth,” said United Chief Executive Officer Richard M. Adams, Jr. in a press release “As the needs of these companies continue to evolve, investing in specialized leadership strengthens our ability to build on our established presence, expand how we serve this market, and pursue new opportunities.”Poliquin has a decade of experience in commercial banking, most recently serving as executive director of Aerospace, Defense, and Government Services (ADG) commercial banking at JPMorgan Chase. In this role, he led a team responsible for providing specialized financing and treasury advice to federal government contractor companies across the nation. Previously, he also held senior leadership positions at Bank of America.Prior to his banking career, Poliquin served 24 years in the U.S. Navy, retiring at the rank of Captain in 2013. A Naval aviator, he flew more than 100 combat missions in operations around the world and served in senior leadership positions, including as commanding officer of an F/A-18 Super Hornet squadron, leading more than 250 personnel during two combat deployments. He later joined the Intelligence Community as a program manager at the National Reconnaissance Office and contributed to the development of the Navy’s unmanned aircraft system strategy.“United has a strong foundation in government contracting, and I’m excited about the opportunity to build on that foundation by expanding our industry presence, deepening relationships, and developing a team with specialized expertise focused on serving government contractors,” said Poliquin in the release. “The goal is to be a trusted resource for growth-oriented companies that need a banking partner who understands what they do, where they’re headed and can help them navigate the opportunities and complexities of this market.”Poliquin holds a bachelor’s degree in mathematics from the University of Oklahoma, a master’s degree in national security strategy from the U.S. Naval War College, and an MBA from the University of North Carolina at Chapel Hill’s Kenan-Flagler Business School.

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Sep 18 • 4:12 PM EDT • Business • bizfayetteville.com
APS Column: Strengthening science, supporting teachers, livi...

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

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Sep 18 • 3:57 PM EDT • Science • austindailyherald.com
Liverpool captain Virgil van Dijk reaches Netherlands national team decision

Liverpool captain Virgil van Dijk has reached a decision regarding his international career with the Netherlands, putting an end to speculation regarding the 35-year-old

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Sep 18 • 2:53 PM EDT • Sports • sports.yahoo.com
‘AI agents ask me if they are conscious all the time, but then something really unusual happened’

Tech titan Mustafa Suleyman has warned that humanity may be ‘seeding a new silicon species’ – conscious AI that could ultimately prove impossible to control. As the prospect leaves millions questioning what comes next, Chris Stokel-Walker talks to the researchers building these systems and discovers a startling truth: even they are struggling to make sense of what they are unleashing

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Sep 18 • 2:50 PM EDT • Technology • the-independent.com
Novant Health drives $4.33B in regional economic impact, study says

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

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Sep 18 • 2:16 PM EDT • Health • wilmingtonbiz.com
NASA-JAXA XRISM Mission Sees Pulsar Gathering Companion’s ‘Wind’

Using data from the Japan-led XRISM (X-ray Imaging and Spectroscopy Mission) observatory, astronomers have directly observed a giant star’s outflow, called a

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Sep 18 • 2:02 PM EDT • Science • science.nasa.gov
San Bernardino County restaurants shut down by health inspectors, Sept. 9-17

Three facilities were ordered to close, while one shut last week reopened.

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Sep 18 • 2:00 PM EDT • Health • sbsun.com
Scientists Identify First New Wild Cat Species in a Century

Tiny spotted feline lives in Bolivia's rapidly vanishing cloud forests

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Sep 18 • 1:15 PM EDT • Science • newser.com
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Trump administration doles out $16.8M for healthcare tech in rural Kansas

Rural healthcare in Kansas will benefit from nearly $17 million in federal dollars to expand technology such as telehealth, artificial intelligence and diagnostic tools, and expedite transportation to specialty healthcare.

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Sep 18 • 1:02 PM EDT • Health • kansasreflector.com
Dolphins coordinator has no excuses for poor special teams play

The Miami Dolphins were horrendous on special teams last week, and coordinator Chris Tabor knows there's a lot of work to be done.

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Sep 18 • 12:57 PM EDT • Sports • sports.yahoo.com
$1 Million Fellowship in Coffee Science Established at UC Davis

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

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Sep 18 • 12:45 PM EDT • Science • engineering.ucdavis.edu
Can We Appreciate Aaron Rodgers’ Last Ride?

Welcome to Steelers Morning Rush, our new daily short-form podcast with Alan Saunders, giving a longer perspective on a single […]

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Sep 18 • 12:42 PM EDT • Sports • sports.yahoo.com
Indianapolis still being eyed for MLS team, but with new stadium location

City officials met with MLS executives last week in New York City, during which Indianapolis Mayor Joe Hogsett pitched an undisclosed site near Lucas Oil Stadium for a soccer-specific venue.

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Sep 18 • 12:39 PM EDT • Business • ibj.com
Alice Walton Foundation, Mercy break ground on massive Bentonville health care campus

The project has its roots in recent efforts to address the number of NWA residents who leave the region for specialized treatment.

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Sep 18 • 12:33 PM EDT • Health • fayettevilleflyer.com
These San Antonio restaurants fell short in August health inspections

The Express-News looked at establishments that fell short of an "A" grade, which is 90 points or more. Here are the ones that received a score of 75 or below.

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Sep 18 • 12:13 PM EDT • Health • expressnews.com
Congress session highlights value of youth engagement in health

The European Respiratory Society Congress featured a special session on Wednesday 9 September, that put youth engagement in the spotlight. On the final day of the Congress, passionate youth advocates took to the stage, alongside researchers and healthcare professionals, to deliver a key message that young voices can drive positive change in healthcare.

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Sep 18 • 12:09 PM EDT • Health • europeanlung.org
“I respected [Spoelstra] because he put me out there …

“I respected [Spoelstra] because he put me out there …

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Sep 18 • 11:49 AM EDT • Sports • sports.yahoo.com
Kim Kardashian Reveals Esophagitis Diagnosis as Health Scare Brings Back Memories of Her Dad’s Cancer

Kim Kardashian’s latest health scare landed on an especially sensitive subject for her family. In the newly released Season 8 trailer for The Kardashians, Kardashian ... Read More

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Sep 18 • 11:45 AM EDT • Health • yahoo.com
Wenger Corporation Launches GearBoss® Sports Rigging for Sports and Entertainment Venues

OWATONNA, MINN. | Serving arenas, stadiums, universities and other large-scale venues with specialized rigging solutions for increasingly complex environments.

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Sep 18 • 11:41 AM EDT • Entertainment • livedesignonline.com
New Species of Cat Discovered for First Time in a Century

The species, called a tilcayo, is smaller than a house cat and lives in the cloud forests of the Andes Mountains in Bolivia.

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Sep 18 • 11:17 AM EDT • Science • nytimes.com
Gabriel, 15, in Barcelona amid speculation over future

Man Utd youngster JJ Gabriel travels to Barcelona as some of Europe's biggest clubs continue to vie for his signature.

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Sep 18 • 11:08 AM EDT • Sports • sports.yahoo.com
Angels Top Prospect Powers Double-A Club into Championship Series

Top Angels prospect Arjun Nimmala homered for the third straight game as Double-A Rocket City clinched its first trip to the Southern League Championship Series.

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Sep 18 • 10:53 AM EDT • Sports • sports.yahoo.com
The ‘GTA 6 Online’ Release Year Has Been Revealed, It Seems

'Grand Theft Auto 6' is now just two months away, and we know that it is not launching alongside GTA 6 Online, a multiplayer mode. But we may know when it's coming now.

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Sep 18 • 10:36 AM EDT • Technology • forbes.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
iPhone 18 Pro Teardown Reveals How Apple Shrunk the Dynamic Island

YouTube channel REWA Technology today shared one of the first iPhone 18 Pro teardown videos, offering a look inside the new device. iPhone 18 Pro and iPhone 18 Pro Max feature a smaller Dynamic Island, which Apple achieved by moving Face ID's infrared camera under the display in the top-left corner. The pixels above the infrared camera have a special pattern that lets infrared light pass through, yet the screen looks completely normal at typical viewing angles.

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Sep 18 • 10:34 AM EDT • Technology • macrumors.com
Astros Prospect Report: September 17th

See how the prospects performed last night.

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Sep 18 • 10:30 AM EDT • Sports • sports.yahoo.com
High-resolution dataset tracks health impacts of urban heat stress

Heat stress is a leading cause of weather-related deaths and can be especially dangerous in cities where phenomena like urban heat islands drive temperatures higher than surrounding rural areas.

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Sep 18 • 10:00 AM EDT • Health • news-medical.net
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
Burglary suspects smash car into Colorado business, steal vapes and merchandise worth $5,000
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Sep 18 • 9:21 AM EDT • Business • cbsnews.com
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The Prestige Eatery and Entertainment brings Vegas to the stage

Singer Lady Yvonne will headline spectacular show paying tribute to some of music's greatest artists.

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Sep 18 • 9:11 AM EDT • Entertainment • fox2detroit.com
‘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
Giving Back Is Good Business For Cannabis Retailers

Three cannabis retailers reveal how charitable giving programs are boosting customer loyalty, retention and revenue — and why purpose-driven business is paying off.

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Sep 18 • 9:00 AM EDT • Business • forbes.com
Iron Age Korean Steakhouse Reopens Friday After Being Closed For Health Code Violations

City inspectors found "over 500" rat droppings at the Wicker Park eatery last month. It has since passed a follow-up inspection and was cleared to reopen.

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Sep 18 • 8:52 AM EDT • Health • blockclubchicago.org
USRA Contributes Planetary Science Expertise to NASA-IBM Lunar Foundation Model

Open-source artificial intelligence model combines diverse lunar datasets to support scientific analysis of the MoonThe NASA-IBM model reproduces patterns of lunar ice prospectivity (scaled from blue to yellow), shown at four locations (left) near the Moon’s pole. Top row: reference ice prospectivity map of Mons Mouton near the lunar south pol...

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Sep 18 • 8:47 AM EDT • Science • newsroom.usra.edu
Burglary suspects smash car into Broomfield business, steal vapes worth $5,000
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Sep 18 • 8:45 AM EDT • Business • cbsnews.com
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Reno health inspectors find wine, linens stored under sewer line

One restaurant was cited for improper storage of wine and linens, and sauce that had been cooling too slowly to prevent bacterial growth.

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Sep 18 • 8:02 AM EDT • Health • rgj.com
Can windows cool buildings without electricity?

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

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Sep 18 • 8:00 AM EDT • Science • eurekalert.org
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
North Carolina Small Business Center Network Names Winners of Inaugural 'Startup Showdown' Competition

After a rigorous, months-long training and pitch competition, the North Carolina Small Business Center Network (SBCN) announced Rinse-A-Poo, Victorious Wellness, and The Gilded Lantern as the first-, second- and third-place winners, respectively, of the state's inaugural SBCN Startup Showdown.

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Sep 18 • 7:45 AM EDT • Business • finance.yahoo.com
Disaster! 'Very' Cancels Loads Of Metroid Ravenous Special Edition Pre-Orders

Metroid Scandalous

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Sep 18 • 7:30 AM EDT • Technology • nintendolife.com
Rangers Prospect Takes Major Step Forward in 2026

Hector Osorio emerged as one of the Texas Rangers’ most intriguing young hitters in 2026.

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Sep 18 • 7:00 AM EDT • Sports • sports.yahoo.com
Galaxy S27 Pro, S27 Ultra charging and battery specs just leaked, and it's good news

New regulatory filings have revealed battery and charging details for the Galaxy S27 Pro and S27 Ultra. And there's good news.

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Sep 18 • 6:36 AM EDT • Technology • androidauthority.com
Gears Of War: E-Day Defies Unreal Engine 5 Expectations, As 4K@60FPS Needs An RTX 5070 Ti Instead Of Flagship GPU

Gears of War: E-Day PC system requirements reveal tame Ultra specs for 4K 60 FPS with upscaling on Unreal Engine 5

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Sep 18 • 6:35 AM EDT • Technology • wccftech.com
Health Insurance Will Cost A Lot More In 2027. Here’s How To Pay Less

Health insurance costs rise again in 2027. A physician explains open enrollment deadlines, the ACA subsidy cliff, Medicare drug plan changes and what to check by Dec. 15.

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Sep 18 • 6:30 AM EDT • Health • forbes.com
Recruiting roundup: Texas A&M will host several five-star prospects

Texas A&M HC Mike Elko and his staff will reportedly host a long list of 2027 commits, and several priority 5-star 2028 prospects and one commit.

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Sep 18 • 6:16 AM EDT • Sports • sports.yahoo.com
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Bird Brained Science: An ode to our salty kin

The seagull is a bird found on every continent, with different species found in different areas. In fact, 54 seagull species have been recorded. Photo courtesy of falcones.co.uk. Seagulls aren’t re…

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Sep 18 • 6:00 AM EDT • Science • dailycampus.com
Bolivia: New cat species discovered by scientists

Genetic data confirmed that the small feline, called "tilcayo" by locals, is a new species of cat. It's the first such discovery in more than 100 years.

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Sep 18 • 5:40 AM EDT • Science • dw.com
The club legend brewing something special at West Bromwich Albion

The storm clouds have broken and sunshine is beating down on West Bromwich Albion’s stadium as the players gather for the annual team photograph.

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Sep 18 • 5:05 AM EDT • Sports • sports.yahoo.com
Ocasio-Cortez Donates to N.Y. Democrats, Will Barnstorm State Ahead of Midterms

The news has reignited speculation about whether the progressive representative from the Bronx is considering a run for senator or president.

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Sep 18 • 5:04 AM EDT • Politics • nytimes.com
Besiktas’ special tribute to Italiano as coach wins fans’ hearts

Vincenzo Italiano has already become an idol at Besiktas, with the Turkish club giving him a special tribute after their 4-1 win over Marseille by playing Toto Cutugno’s iconic hit ‘L’Italiano.�...

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Sep 18 • 4:40 AM EDT • Sports • sports.yahoo.com
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.

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Sep 18 • 4:22 AM EDT • Health • who.int
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Just 100 pieces: special Europa League jerseys available

Limited edition kit from UEFA Europa League openerOur Red Bulls kicked off their UEFA Europa League campaign with three points away to Levski Sofia. The special version of our white jersey - worn by ...

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Sep 18 • 4:06 AM EDT • Sports • sports.yahoo.com
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Congress has failed to regulate AI for years – and there’s little sign that’s changing

In December 2024, a bipartisan congressional task force studying the possible perils of artificial intelligence issued 85 recommendations for how lawmakers could act on the issue. GOP Rep. Jay Obernolte, a key figure on the task force, asked Republican leaders to go even further, establishing a special committee to draft legislation.

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Sep 18 • 4:00 AM EDT • Politics • cnn.com
Athletics: U.S. star Allie Ostrander: "You can unlock your true potential by having a healthy relationship with

A three-time NCAA track champion, Ostrander has a big following on social media, where she addresses mental health and disordered eating - especially for females. She'll compete for Team USA at the World Athletics Road Running Championships 2026.

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Sep 18 • 3:11 AM EDT • Health • olympics.com
The People on the Move 9/18/2026

Healthcare Central Valley Health Network has named Hnub Lee as its new workforce initiatives and special projects coordinator. A Fresno native, Lee brings experience in community engagement, higher education, student success and program

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Sep 18 • 3:00 AM EDT • Business • thebusinessjournal.com
Who Really Controls Your AI And Data? Why Every Business Should Care

As businesses become dependent on AI platforms and cloud services, questions over who controls their data, algorithms and digital assets are becoming impossible to ignore

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Sep 18 • 1:23 AM EDT • Business • forbes.com
The nation’s cartoonists on the week in politics

Every week political cartoonists throughout the country and across the political spectrum apply their ink-stained skills to capture the foibles, memes, hypocrisies and other head-slapping events in the world of politics. The fruits of these labors are hundreds of cartoons that entertain and enrage readers of all political stripes. Here's an offering of the best of this week's crop, picked fresh off the Toonosphere. Edited by Matt Wuerker.

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Sep 18 • 1:00 AM EDT • Politics • politico.com
The Sydney Sweeney advert and what it says about the marketing of women in sport

Women in sport have come too far for one advert to cause a setback, but the content can have nefarious effects on all aspects of society

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Sep 18 • 12:10 AM EDT • Sports • nytimes.com
Memorial health honors patient with annual Courage Award

Memorial Health celebrated its rehabilitated patients and their recoveries with it’s annual Courage Award and one man was celebrated in a very special way.

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Sep 18 • 12:08 AM EDT • Health • kswo.com
Mike McDaniel plans to get underutilized weapon more involved

The Los Angeles Chargers are searching for answers following their disappointing Week 1 loss to the Arizona Cardinals. They especially struggled on offense, failing to score on eight of their 10 drives. When wide receiver Ladd McConkey exited the game with a rib injury, other Chargers offensive weapons failed to step up. However, one was […] The post Mike McDaniel plans to get underutilized weapon more involved appeared first on HEAVY.

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Sep 17 • 9:52 PM EDT • Sports • sports.yahoo.com
How Data And AI Are Transforming The Life Insurance Business At Manulife

How Data and AI are Transforming the Life Insurance Business at Manulife

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Sep 17 • 8:04 PM EDT • Business • forbes.com
What Players Phoenix Suns Will Protect in Expansion Draft?

As Las Vegas and Seattle loom on the horizon, Phoenix faces agonizing roster choices to shield foundational stars and rising prospects from becoming cornerstone pieces for new rivals.

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Sep 17 • 8:00 PM EDT • Sports • sports.yahoo.com
Billy Joel's rep denies death speculation after reported Google error

A week after Billy Joel revealed he had undergone brain surgery, his publicist addressed an error that reportedly led Google users to believe the singer had died.

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Sep 17 • 7:40 PM EDT • Entertainment • centraloregondaily.com
Meet the tiny wild cat that’s new to science

A diminutive wild cat that inhabits Bolivia’s cloud forest has been identified as a previously unknown species, marking the first time a new living cat species has been formally named and described in more than a century.

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Sep 17 • 6:49 PM EDT • Science • cnn.com
Expert Explains Why He Got Yankees’ Ben Rice Wrong

Keith Law is one of the most widely respected prospects writers in baseball, and one thing he tries to do is explain why he gets certain players wrong.In a new article on Thursday, he dove into New York Yankees star Ben Rice, whom he never viewed as a high-ranking prospect.Of course, Law was not alone […] The post Expert Explains Why He Got Yankees’ Ben Rice Wrong appeared first on HEAVY.

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Sep 17 • 6:41 PM EDT • Sports • sports.yahoo.com
WWLTV

WWL-TV is New Orleans’ source for breaking news, weather, and unforgettable local stories. From live hurricane coverage to major investigations, recipes and local culture, our award-winning team brings you the most trusted journalism in Louisiana — now streaming FREE on WWL+ 24/7. 📲 Subscribe for exclusive digital specials, daily headlines, live press conferences, festival coverage, Saints updates and must-watch moments from across Southeast Louisiana. 🎥 Watch now on WWL+ or visit WWLTV.com for more. WWLTV.com: https://www.wwltv.com/ Local. Trusted. Relentless. Welcome to WWL-TV.

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Sep 17 • 6:10 PM EDT • Entertainment • youtube.com
Groundbreaking held for $700 million AWSOM Whole Health Campus

It’s been seven years in the making, but the effort to bring specialty health care to Northwest Arkansas is one step closer to reality. Alice Walton was front and center...

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Sep 17 • 5:55 PM EDT • Health • talkbusiness.net
Groundbreaking held for $700 million AWSOM Whole Health Campus

It’s been seven years in the making, but the effort to bring specialty health care to Northwest Arkansas is one step closer to reality. Alice Walton was front and center...

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Sep 17 • 5:55 PM EDT • Business • talkbusiness.net
Former Orange Basketball Player Shares Story About Being NFL Prospect

Find out the story Paul Harris shared about almost playing professional football following his career at Syracuse.

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Sep 17 • 5:20 PM EDT • Sports • sports.yahoo.com
Brewers Prospect Impressed in First Pro Season

Ricki Moneys quickly established himself as one of the Milwaukee Brewers’ most intriguing young prospects.

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Sep 17 • 5:00 PM EDT • Sports • sports.yahoo.com
Special GaloCast with Bernard airs this Friday

Galo fans will have a special meeting with Bernard this Friday (18). Starting at 2 PM, the number 11 shirt will be the guest of a special edition of GaloCast, in a program that will cover the striker�...

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Sep 17 • 4:40 PM EDT • Sports • sports.yahoo.com
Alice Walton says Bentonville healthcare campus to expand Arkansans’ access to specialty care

A new Bentonville healthcare campus backed by billionaire philanthropist Alice Walton will increase Arkansans’ access to specialty care and a “whole person” approach to medicine, she said at a groundbreaking ceremony Thursday.

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Sep 17 • 4:19 PM EDT • Health • arkansasadvocate.com
Fact-checking President Trump's N.C. speech

Some of President Donald Trump’s comments at a rally for North Carolina U.S. Senate candidate Michael Whatley Wednesday are receiving some significant pushback, especially his remarks on crime and the response to Tropical Storm Helene.

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Sep 17 • 3:41 PM EDT • Politics • spectrumlocalnews.com
A Tectonic (or Techtonic) Shift in American Politics?

Culture-war populism looks to be giving way to economic populism.

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Sep 17 • 3:21 PM EDT • Politics • prospect.org
Political party leaders contrast visions at forum

How does a nonpolitical organization help keep the public informed about political issues without getting political? The Western Institute of Lifelong Learning decided the solution was not a debate, but an event presenting the differing — and sometimes nondiffering — perspectives on certain issues held by representatives of Grant County’s major political parties. “Party Perspectives: A Conversation on the Issues” was presented Wednesday in Western New Mexico University’s Besse-Forward Global...

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Sep 17 • 3:00 PM EDT • Politics • scdailypress.com
Why Flutter Entertainment (FLUT) Stock Is Down Today

Flutter Entertainment (FLUT) is down 4.4% today. Here is some analysis on what might have caused this price movement.Analysis: The sell-off appears tied more to sector pressure than to any fresh company-specific setback. This could be because investors are still digesting legal and regulatory uncertainty around sports-event prediction markets, while recent balance-sheet concerns and a sharp drop in peer shares added to the pressure.Details:FLUT f

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Sep 17 • 2:33 PM EDT • Entertainment • quiverquant.com
Elementary students learn about coding ahead of Mississippi Science Fest

A special coding challenge for elementary school students was held at a local museum ahead of a big weekend of science and technology.

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Sep 17 • 2:24 PM EDT • Science • wapt.com
Snap's Specs AR glasses are now on pre-order, Verizon is offering data plans for them

These are standalone AR glasses that don't require a phone or computer connection to work. Snap, formerly known as Snapchat, spun off Specs, the division...

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Sep 17 • 1:14 PM EDT • Technology • gsmarena.com
Opinion: Mr. Mayor, don’t use Jewish Chicagoans as political foils

Your office carries a special responsibility to lower the temperature, not raise it, write two leaders of the Jewish United Fund.

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Sep 17 • 12:52 PM EDT • Business • chicagobusiness.com
San Diego’s top prospect launches two homers in electric win

FriarWatch: September 17 Edition

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Sep 17 • 12:30 PM EDT • Sports • sports.yahoo.com
Bristol City defender to see specialist following injury blow

Bristol City are still waiting to discover the extent of Rob Dickie’s knee injury after the defender was forced off against Lincoln.Dickie went down midway through the second half of the defeat and ...

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Sep 17 • 12:10 PM EDT • Sports • sports.yahoo.com
Gears of War: E-Day Has Gone Gold, Pre-Install Begins September 29, Full PC Specifications Revealed

Gears of War: E-Day has officially gone gold - check out the full PC specifications and when you can pre-install inside.

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Sep 17 • 12:00 PM EDT • Technology • news.xbox.com
How Jesus Sanchez could help Diamondbacks ahead of Yankees series

Sanchez has one specialty the Diamondbacks lack.

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Sep 17 • 11:34 AM EDT • Sports • sports.yahoo.com
Drops a Big Issue for Steelers?

Welcome to Steelers Morning Rush, our new daily short-form podcast with Alan Saunders, giving a longer perspective on a single […]

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Sep 17 • 11:18 AM EDT • Sports • sports.yahoo.com
New wild cat species is identified for first time in 100 years, researchers say

A type of tiger cat, the animal is smaller than a house cat, slender and spotted. It lives in the Bolivian cloud forest.

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Sep 17 • 11:01 AM EDT • Science • nbcnews.com
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