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Zelenskyy welcomes leaders from 7 countries for a regional summit
KYIV, Ukraine (AP) — Ukrainian President Volodymyr Zelenskyy hosted leaders and representatives from seven regional countries for talks on deepening cooperation on Friday, as overnight Russian strikes in multiple regions sparked fires and caused several deaths and injuries. The inaugural summit of the so-called “Carpathian Eight” brings together Ukraine, Romania, Serbia, Poland, Slovakia, the Czech […]
Arlington officer kills man armed with knife during mental health call, police say
Kroenke Sports and Entertainment announces $135M Ball Arena renovation
Plans call for a 30,000-square-foot expansion of the arena’s east lobby.
Scientists discover metabolite fueling aggressive brain tumor growth
Virtually all high-grade, aggressive gliomas in adults accumulate massive amounts of a metabolite called guanidinoacetate (GAA) that overstimulates nearby neurons and promotes tumor growth, according to new research from scientists at Children’s Medical Center Research Institute at UT Southwestern (CRI) published in Cell.
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.
Noahkai Banks to represent Germany in international play
Accepting a Germany U-21 call-up means it’s the end of the road for Banks and the USMNT.
DOH-Orange Issues Mosquito-Borne Illness Alert - Florida Department of Health in Orange County
DOH-Orange) is informing residents of two additional confirmed cases of locally-acquired dengue. DOH-Orange and Orange County Mosquito Control are coordinating surveillance and prevention efforts by continuing coverage within affected communities.
‘American Idol’ star recalls being outed on live TV: ‘I died inside’
Clay Aiken reflected on Rosie O’Donnell publicly discussing his sexuality in 2006, two years before he came out publicly.
Iraola on Bournemouth return, Araujo and Ngumoha's England call
Liverpool boss Andoni Iraola has been speaking to the media before Sunday's Premier League game against Bournemouth at Vitality Stadium (kick-off 14:00 BST). On returning to the Vitality Stadium for the first time since he gave up his job as Bournemouth manager, Iraola said he is looking forward to "meeting and hugging" the players and staff, but noted: "There is another part that is the most important one right now - that we need to go there and beat them and be as ruthless as possible." Iraola said that Bournemouth haven't changed much since he left: "They continue to be very dangerous, a very good team."
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.
Democratic Senators Reintroduce the Health Infrastructure Security and Accountability Act
On September 17, 2026, two Democratic Senators reintroduced the Health Infrastructure Security and Accountability Act, which seeks to improve A pair of Democratic Senators reintroduced the Health Infrastructure Security and Accountability Act, which seeks to increase healthcare cybersecurity standards. The bill calls for $1.3 billion in government investment to help healthcare organizations adopt the essential and enhanced HHS cybersecurity goals, including $800 million for rural and underserved hospitals.
Hoopaholic’s Gazette: A Ruthian Call & Late Season Peach
What does the surprise appearance of some late season peaches at Paul’s have to do with Babe Ruth and U of L hoops? Read on, should you be intrigued. The peaches — from Idaho of all places — are pretty pretty good (to use the voice and vernacular of the assistant who convinced Obama to […]
3 things to watch in Packers' game at New York Jets
Historically in the NFL, teams that start 0-2 have only made the playoffs 14% of the time.
Global Health Watch: LEN Access Pathways, NIAID Reorganization, Global Fund Report, NIH Lawsuit
This week’s issue covers developments shaping access to HIV prevention and the future of US biomedical research, including new pathways to accelerate access to lenacapavir for HIV PrEP, calls for greater transparency around a proposed NIAID restructuring, and a new lawsuit challenging NIH’s screening of research grants. With today as the final day to comment […]
Christian Parker is on to Week 2 after a rough debut as defensive coordinator
Parker got his first chance to call defensive plays as a 34-year-old because the Cowboys fired Matt Eberflus after his only season when he oversaw one of the worst defenses in the NFL, and in franchise history.
Business and unions clash over how to fix UK’s youth jobs shortage
TUC calls for £1bn expansion of jobs guarantee while employers push for tax cuts
Guest Post — The Quantum Inflection Point: Charting a Science-First Roadmap for the Nation
Quantum computing is rapidly transitioning from a phase of fundamental laboratory research into a scientifically revolutionary capability.
Young Michigan voters cozy up to DSA agenda to abolish Senate, upend political system
Michigan State student calls Senate ‘inherently undemocratic’ as Green Party candidate backs DSA proposals and Detroit resident weighs political overhaul.
California health clinics accuse influential union and its leader of racketeering in civil lawsuit
The California Primary Care Assn. filed a lawsuit in federal court Friday accusing SEIU United Healthcare Workers West and its president, Dave Regan, of advancing and then offering to call off a punitive ballot measure in exchange for unionizing 25,000 industry workers.
Ronaldo named in Portugal squad for Nations League
Cristiano Ronaldo was called up for the start of Portugal's Nations League campaign on Friday as Jorge Jesus named his first squad since taking over as coach.Jesus, 72, coached five-time Ballon d'Or winner Ronaldo at Al-Nassr before leaving in May after guiding the club to the Saudi Pro League title.
Talking Business with Don Cunningham: Making things is in the Lehigh Valley’s DNA
After a couple decades of manufacturing decline starting in the 1990s, manufacturing is once again the largest part of the Lehigh Valley economy with more than 700 manufacturers generating about $9 billion in annual GDP from 37,000 workers.
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.
Billions at stake as Texas reshapes business contract program
Texas has dramatically overhauled its Historically Underutilized Business (HUB) program in the past year, shifting eligibility toward service-disabled veterans and leaving thousands of minority- an…
Arlington police shooting leaves man dead after mental health response
Arlington police are investigating an overnight officer-involved shooting that left a 50-year-old man dead after he reportedly charged officers with a knife during a mental health crisis call on West Lovers Lane.
Five Ways the World of the Dinosaurs Looked Different From Ours, Beyond the Presence of the 'Terrible Lizards'
Earth has changed dramatically since the Age of Dinosaurs, from its climate to geography and animal life
Jim Cramer Compares Aveanna Healthcare (AVAH) With Hinge Health (HNGE)
A caller asked for Jim Cramer’s long-term thoughts on Aveanna Healthcare Holdings Inc. (NASDAQ:AVAH) during the lightning round of the September 14 episode of Mad Money. He replied: They have a good model. They remind me of Hinge, not exactly, but in just this kind of discreet good model will make money. And I think […]
3 Arsenal players called up by Spain to face England
Spain have called up three Arsenal players for the September-October international break, as they prepare to face England in their opening game.Photo by Julian Finney/Getty ImagesSpain have confirmed ...
Is Trump’s AI obsession walking the world into disaster?
Jonathan Freedland speaks to Guardian US tech editor Blake Montgomery about the calls for a slowdown in artificial intelligence, and why President Trump is not moved by the doomsday predictions | Politics Weekly America
Tottenham Hotspur vs. Aston Villa Premier League Preview
Goals are theoretically possible, yet seem so far away.
Official: Spain’s Nations League squad includes Inter goalkeeper Martinez
Inter goalkeeper Josep Martinez has earned a call-up to the Spain national team for the upcoming Nations League games against England, Croatia and Czechia.Inter goalkeeper Martinez will represent Spai...
Vheda Health plans targeted acquisitions and national growth following a $47M raise
The Columbia, Maryland, startup will use its first institutional investment from Agora to expand its chronic and maternity care platform beyond 18 states.
Trent and Palmer return as Tuchel names latest England squad
Trent Alexander-Arnold and Cole Palmer have received England call-ups from manager Thomas Tuchel ahead of the autumn international break. The German coach named a 27-man squad for UEFA Nations League ...
As tech honchos call for regulation, AI policy has largely stalled
The debate over AI policy has widened after executives called for slower development and guardrails.
Jon Stewart explains his ongoing philanthropic support of first responders
Jon Stewart says he never planned to focus his charity work on first responders and their families, but it grew organically. “The Daily Show” host said he wanted to support
Dhani Harrison and Nigel Godrich on their trippy new band Dragonflies
Pals since their days living in L.A. in the early 2000s, the two English musicians have a new group called Dragonflies.
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.
Before the final midterm whistle, Senate spends time on sports
The last thing the Senate does before the midterms could be a bill on college athletics. It’s been on the to-do list for a while, but as senators think about their closing message ahead of the election, not everyone is sure it’s the best call. Many Republicans blame Democrats for not playing ball on anything […]
The Protect College Sports Act wants to stop a ‘spending spiral.’ It’s aimed at the wrong spot
It remains unclear how the central components of the bill would solve the central components of college sports’ so-called crisis.
Women keep politics honest
A recent sign that women place more value on being a force for good comes out of conservative Utah. Both parties gerrymander, that is, draw voting district boundaries to give unfair advantage to their candidates. But a faith-based group called Mormon Women for Ethical Government wanted to stop that practice. In 2018, they backed Proposition 4, a ballot measure to create an independent districting commission that would prevent gerrymandering. It passed a statewide vote.
Sophie Cunningham questions Sydney Sweeney’s viral sports ad: ‘So inauthentic’
Sohie Cunningham called Sydney Sweeney’s viral Novig campaign “inauthentic,” but the Fever guard also explained why she refuses to criticize the actress personally.
Scientists overhaul giant particle collider in search of universe’s hidden building blocks
The European Organization for Nuclear Research, or CERN, will dismantle the Large Hadron Collider, which helped discover the so-called God Particle, in order to build a more powerful particle accelerator.
AI pioneer Andrew Ng calls extinction fears ‘science fiction’
He also said there are "practical engineering problems" the industry can focus on to continue to improve and safeguard the technology.
New York lawmakers push tighter PFAS drinking water limits amid federal changes
New York lawmakers are pushing to tighten the state’s drinking water standards for several so-called “forever chemicals."
Callum McGregor Sends Hopeful Message After Celtic Loss to Ferencvaros
Celtic captain Callum McGregor quickly broke the silence after the Hoops’ 1-3 defeat to Ferencvaros on Thursday on the opening matchday of the UEFA Europa League. Although fans, at least on social media, feel desperate and want changes soon, McGregor sent a message of hope. He said, via TNT Sports, “Tough. It’s called the tough […] The post Callum McGregor Sends Hopeful Message After Celtic Loss to Ferencvaros appeared first on HEAVY.
Caltech’s tiny new chip can steer light in 74 quadrillionths of a second
A new Caltech device can redirect a beam of light in just 74 femtoseconds using another beam and a nanoscale silicon metasurface. The breakthrough could pave the way for dramatically faster photonic communications, computing, and sensing technologies.
Judge restricts enforcement of Montana law against AI "deepfakes" in campaign ads
Montana voters could be seeing more AI in campaign ads in the coming weeks, after a judge restricted enforcement of a state law that required disclosures on so-called “deepfake” campaign materials.
Josh Shapiro wades into AI debate with call for ‘strict guardrails’
Pennsylvania Gov. Josh Shapiro on Thursday called for greater federal regulation of artificial intelligence while criticizing President Donald Trump for minimizing concerns, saying “We cannot ignore the warning signs nor downplay the very real risks.”
Trump's push to restrict mail ballots failed. Other efforts to reshape the midterms continue
The Supreme Court this week closed the chapter on one of Trump’s effort to dramatically overhaul of the nation’s mail voting processes. But the case was just one example of the Republican president’s numerous attempts to assert federal control over the upcoming midterms.
New RatHat Android malware uses AI to automate device control
A new Android malware called RatHat has been discovered, targeting users with an AI-powered subsystem that helps operators remotely navigate compromised devices.
State audit shows Ohio energy prices up 30%
A state audit of the Public Utilities Commission of Ohio shows that bills have spiked dramatically, and the agency exhibits a lack of preparation for rising energy needs.
Dallas stabbing outside Bishop Arts business leaves man in coma
Dallas police are seeking video footage after 22-year-old Abraham Herrera was stabbed in the heart during a fight outside a Bishop Arts business, leaving him in a medically induced coma.
Pa. education secretary urges trust in health professionals during measles outbreak
State Education Secretary Carrie Rowe called it “absolutely problematic” that hundreds of Pennsylvania schools have fallen below the herd immunity threshold for vaccinations, particularly as the number of measles cases statewide has surpassed 700. Still, there are opportunities for families to consult trusted medical professionals and dispel mistrust and myths
Devastated Walhalla business owners consider next steps after fire
Impacted business owners in Walhalla are reeling and basically starting over from scratch - with tens of thousands of dollars of equipment and products destroyed - after a massive fire Thursday morning.
Opinion: What we have lost by losing trust in science
We inherited a world made dramatically safer by people who believed that knowledge could improve human lives
Opinion: What we have lost by losing trust in science
We inherited a world made dramatically safer by people who believed that knowledge could improve human lives.
USC going with different travel plan for Rutgers game
Due to the length of the trip, the Trojans will depart for Rutgers a day earlier than they typically do for road games
Business groups call for $2 billion in federal Colorado River spending
A coalition of chambers of commerce, including nearly a dozen from Arizona, have sent a letter to congress asking the federal government to send new money for water-saving work.
Worker's arm trapped in machinery at Rockville business, shock trauma team called to scene
Rescue crews are working to free a worker whose arm and hand became trapped in industrial machinery in Rockville, Maryland.
Toxic Fracking Waste Becoming a Political Issue in Ohio
The Democratic candidate for governor backed restrictions on disposal of fracking wastewater around a hard-hit town, and called for a “thorough investigation” of the dangers.
Missouri U.S. Senator Schmitt, Arkansas’ Calipari back bill to overhaul college sports payment system
The bill, called the Protect College Sports Bill, has already been approved by the Senate. If it passes, it will increase federal regulations on paying college athletes.
How Titans QB Cam Ward Handles Adversity in the NFL
Following a shaky home opener, Tennessee’s signal-caller relies on a rigid film-study routine and unwavering process to rebound before facing the high-powered Philadelphia Eagles in Week 2.
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 […]
Henrico Business Watch: Business license filings Sept. 10-16, 2026
Henrico County reported the following business-license filings with start dates during the week. The filings are listed alphabetically by business or trade name, followed by a registered address and business industry classification. Amanda Parker, 8300 Buckeye Drive – No business license required – manufacturing, nonprofit and other. Asser’s Medical Trans,
Patriots Waive Former Florida State OL Following Veteran Visit: Report
The New England Patriots are opening another spot on the practice squad, and the timing makes their recent offensive line activity worth watching.Per Andrew Callahan of the Boston Herald, New England is waiving rookie offensive lineman Jacob Rizy from the practice squad. The move comes one day after the Patriots hosted veteran interior lineman Xavier […] The post Patriots Waive Former Florida State OL Following Veteran Visit: Report appeared first on HEAVY.
Hidden Megacities Discovered Beneath Amazon Jungle: Scientists Stunned by Scale - Futura-Sciences
Millennia-Old Urban Networks Revealed by Modern Science It turns out, the Amazon wasn’t always the wild jungle we picture today. Between around 600 BCE and 850 CE, a civilization known as the Aquiry dramatically transformed large parts of the southwestern Amazon Basin. These people dug colossal ditches and geometric earthworks,...
Trump’s Hand-Picked Fed Chair Basically Gave the Finger to Absurd Inflation Demands
It’s good to know that not everyone bows to our bumbling leader’s ego.
This Rare Gene Drastically Raises Lung Cancer Risk in People Who Never Smoked
The gene is found predominantly in Southern Appalachia and may be one of the most powerful cancer-risk mutations ever found.
An emergent model of food and health
As more Islanders than ever seek food assistance, several local organizations have risen up to meet the demand in new ways. These emergent collaborative efforts have put the Vineyard on the map as a model for food systems that contribute to better health outcomes, according to experts in the field. The model is called “Food […]
Carly Rae Jepsen's dreamy double album, 'Day and Night,' out tomorrow, proves she's right where she wants to be
Jepsen was catapulted to fame with "Call Me Maybe." Nearly 15 years later, she's taking things at her own pace.
Activision Calls Call of Duty: Modern Warfare 4 'The Epic Conclusion,' Leaving Fans Wondering What's Next
Call of Duty: Modern Warfare 4 is being advertised as the "epic conclusion," suggesting an end of an era for the franchise.
Saudi Arabia says debris from an intercepted Houthi drone killed 1, and other Mideast developments
Saudi Arabia said debris from an intercepted Houthi drone killed one person, while the leader of the Iran-backed Houthis called for protests and said the kingdom committed a “monstrous fabrication” when it accused the rebels of trying to attack Islam’s holiest city. Meanwhile, United Nations-backed human rights experts said there are “reasonable grounds” to believe […]
Game Time Thread: Juventus vs. NEC Nijmegen
Juventus look to begin their Europa League campaign in a much better way than they saw things played out this past weekend domestically.
HHS Seeks Public Input on Electromagnetic Fields and Wireless Radiation
HHS issued a Request for Information (RFI) calling on Americans, scientists, physicians, industry, and public health experts to submit evidence and information on the potential health effects of electromagnetic fields.
UWF professor’s work with chemical science students earns major national recognition
University of West Florida professor Dr. Karen Molek received the American Chemical Society's Dreyfus Award for her work in encouraging economically disadvantaged students to pursue careers in chemica...
Thune calls NCAA sports current state 'at times, chaotic;' backs nationwide standards
College sports have become a national talking point as of late, from athlete eligibility to compensation. Federal efforts in Congress, supported by at least one South Dakota Senator, are looking to tackle the issue.
Davis 'should be wing-back'
Legendary former Ipswich midfielder John Wark has said Leif Davis "should be a wing-back" because of his attacking prowess, but warned against an England call-up at this stage. The 26-year-old defender has impressed so far this season and his one goal and assist has already equalled his tally from Ipswich's last Premier League campaign in 2024-25. On the other side of Gary O'Neil's defence, Darnell Furlong admitted after Tuesday's Carabao Cup exit at the hands of Arsenal that having limited game time so far this season has been difficult.
Five Things presented by Compass Minerals: Sporting remains at home to face Philadelphia
Sporting Kansas City remains at home this weekend when the team hosts the Philadelphia Union at Sporting Park on Saturday night. Kickoff is set for 7:30 p.m. CT and will be available to stream on Apple TV, while the game will also be broadcast locally on the radio via Sports
National team boss defends Arsenal player after call-up
Viktor Gyokeres has been named in Sweden’s squad for the upcoming international break, and Graham Potter has insisted he’s not worried about the striker’s club form.Photo by Alex Pantling/Getty ...
Inside SJSU football’s blueprint for discipline under pressure
San Jose State has struggled to start fast and now has to slow down a Fresno State team that hits hard and plays physical as any of the Spartan’s previous three games. SJSU head coach Ken Niumatalolo isn’t calling that a discipline problem, as much as it is a discipline system, one built all camp, […]
Campbell focused on derby after US call-up
West Bromwich Albion captain George Campbell is focused on the Black Country derby against Wolverhampton Wanderers after earning his second international call-up for the US.
Anonymous Steelers player calls out league for international games policy
In a recent ESPN piece, one anonymous Steelers called out the league for its policy on international travel for games.
These recall leaders are running for Avenal City Council
After Rita Wallis got sick, she and her daughter, Ginger Wallis, had a heart-to-heart by her hospital bed.
Political insider turns anti-incumbent table on 8-year Dem in key Senate race: 'Hasn't delivered'
John E. Sununu flips the anti-incumbent script on Chris Pappas, calling him ineffective on highway funding as the NH Senate race hits toss up.
Sporting director blown away by unexpected Liverpool offer
Liverpool’s acquisition of Lucca Brughmans from the Belgian top-flight came as something of a surprise to Genk officials.Specifically, according to comments from director of football Dimitri de Cond...
Clark calls for more discipline from Hartlepool
Hartlepool United are on a run of five losses in six league games, and have had players sent off in three of those defeats.
Mayor Parker has ordered a task force to study data centers in Philly and report back by June
Parker said the issue is of “grave importance.” But activists who have called on the city to pass a moratorium on data centers called her move too little, too late.
Stony Brook Women’s Health Conference Opens Call for Research, Art
2027 Stony Brook Women's Health Conference: Women in Midlife and Beyond The 2027 Stony Brook Women’s Health Conference will be held on Wednesday, March 31, 2027, from 8 am to 4 pm in the MART Building at Stony Brook University Hospital. Submissions for scientific abstracts and art for the conference are open from now through December 15,
The Champions League cloud that casts a long, dark shadow
More than a year on from one of their most embarrassing European exits, Celtic are struggling to escape from a groundhog day entirely of their own making. Amid buzz phrases like "learning lessons" and "wake-up calls" following last weekend's derby drubbing at Ibrox, an interesting yet awkward question emerges: have Celtic learned anything at all from last year's costly mistakes? Going out of the Champions League to Kairat Almaty cast a cloud over huge swathes of last season.
Oregon defensive line is dramatically underachieving before USC game
Oregon's defensive line was supposed to be elite, but the Ducks have been surprisingly impotent up front. USC hopes that continues
Open AI and the million dollar maths problem
In early September, OpenAI announced it had solved a major mathematics problem that has stumped humans for nearly a century. The news left mathematicians reeling, and many expressed concern over what will be left for humans as AI becomes ever more adept at unravelling complex problems. Now 25 recipients of the Fields medal – often called the Nobel prize for maths – have signed an open letter expressing their fears of a ‘severe misalignment’ between AI companies and their field. To find out how AI is likely to upend maths – and how mathematicians might respond – Ian Sample speaks to Colva Roney-Dougal, professor of pure mathematics at the University of St Andrews
Popular comic coming to Turlock theater. See the iconic character he made famous
He’s also appeared in TV shows and films, and leads a nonprofit called Laughter Heals.
Dolly Parton honored posthumously, shares prerecorded video message
Singer Dolly Parton performs, January 24, 2014 in Rancho Mirage, Calif. (Valerie Macon/Getty Images)The late Dolly Parton is sharing a new video message, which was recorded before she died in August.The Americana Music Association released Parton’s video Wednesday, which was submitted as part of her acceptance of the Lifetime Achievement Award at the 2026 Americana Honors & Awards.“Roots music, or what is now called Americana music, is what I grew up playing back in the Smoky Mountains,” Parton said in part in the video. “It’s that same music that drew me back to East Tennessee back in 1997 to write and record my album 'Hungry Again.' And that project really opened the door to a series of bluegrass and acoustic albums that changed the course of my career in so many ways.”“Now, new fans discovered these albums, new Americana music communities embraced them, and now looking back at it all, I see this era of my career as a musical renaissance of sorts,” Parton continued.The Americana Music Association announced in August that Parton — whose songs include “I Will Always Love You,” "Coat of Many Colors" and “Jolene” — was being recognized for her “enduring contributions as one of history’s greatest songwriters and recording artists.”Parton was in good company: Emmylou Harris, Van Morrison and Willie Nelson are among the artists who have been honored with the Americana Music Association Lifetime Achievement Award.Parton, a Tennessee native, died on Aug. 25 at the age of 80 following a private battle with cancer, according to her family.Throughout her six-decade career, Parton built a legacy that expanded beyond music into entrepreneurship and philanthropy.Copyright © 2026, ABC Audio. All rights reserved.
'Underrated derby' will be tough to call
BBC Radio WM's Steve Hermon looks ahead to West Bromwich Albion's derby visit to Wolves.
Final Call for 2026 Entries: 16th Annual Globee® Awards for Business Invite Workplace and Business Achievement Nominations Worldwide
The Globee® Awards announced the final call for 2026 entries for the 16th Annual Globee® Awards for Business, inviting organizations and professionals worldwide to nominate workplace and business achievements before the final entry deadline.
Should the Lions Make a Call About Tyrone Tracy Jr.?
Tyrone Tracy Jr.’s Giants role has shrunk, making him an intriguing Lions RB2 option. But one major weakness could complicate a trade.
Can researchers trust that AI models won’t leak their ideas?
Research funders are asking how they can stop confidential scientific ideas in grant proposals from leaking out through large language models (LLMs), for example if reviewers use AI to help them judge applications. Last week, a row erupted in mathematics after OpenAI announced it had solved a notoriously difficult problem, only for another mathematician to demand answers over whether the company had used ideas he had fed into its models. The spat, and the broader issue of idea leakage through AI models, was discussed by funders at an R&D policy conference held in Paris on September 14. At worst, it threatens to undermine the correct attribution of breakthroughs, one of the foundations of modern science. The mathematics dispute around OpenAI is “certainly something we're looking at” Jason Gallo, head of the newly established Office of Metascience at the US National Science Foundation (NSF), told the Blue Sky Forum, hosted by the Organisation for Economic Co-operation and Development. The controversy started on September 8, when OpenAI announced it had cracked a mathematical problem that had gone unsolved for 90 years. Using a swarm of AI agents, millions of dollars’ worth of computing power and a new internal model, the company said it had finally proved that a long-used formula for modelling fluid dynamics breaks down under certain conditions. However, Tristan Buckmaster, a New York University mathematician who had been independently working with collaborators on the same problem using OpenAI’s Codex tool, hit back with a statement questioning whether the company had snooped on his Codex sessions to gain an advantage. OpenAI has always denied it looked up the “specific user data” of Buckmaster and colleagues. However, the company initially admitted that “while unlikely, we cannot rule out that de-identified data derived from their usage of our products helped improve our models,” although its proofs “differ significantly” from Buckmaster’s. The firm later said that, following an investigation, it concluded that Buckmaster’s Codex prompts “could not have influenced the [OpenAI] system in any way, including through training.”Funder concernYet OpenAI’s initial admission that its model might have ingested Buckmaster’s ideas, then spat them out to its own mathematicians, has scientistsworriedthat their work could leak out if shared with AI. Some AI tools give users an opt-out option to stop their sessions from training the model. If such guarantees can be trusted, this gives scientists some confidence they can use an LLM to develop an idea without the risk of it leaking out.But there’s a bigger potential vulnerability. To win money to investigate ideas, scientists have to share them with funding bodies. These grant proposals are normally kept strictly confidential, to prevent other scientists from scooping them, or to protect commercially valuable intellectual property. To preserve this confidentiality, when the NSF uses AI models, “we have to be sure that it's not making server calls out to an external party, leaking that data,” said Gallo to delegates in Paris. Leaks through reviewersHowever, funders normally use external academic reviewers to assess proposals. And there are growing worries that these reviewers are feeding grant ideas into AI models to help them make a judgement. Research funders have noticed that peer review reports and funding recommendations have “suddenly become much longer, more detailed and complex,” said Diogo Machado, head of the data science unit at Technopolis, a science and technology-focused consultancy. “The sense is that reviewers are increasingly using generative AI in their review work, even where guidelines sometimes forbid it,” he told Science|Business. “This is very difficult for funders to control or prove.” Happening at scaleThis sharing of confidential proposals with AI models is “happening at scale already,” said James Wilson, executive director of the Research on Research Institute, based at University College London, during the debate in Paris. In response, Gallo said the NSF had “strict guidance” around the uploading of proposals to AI models. But he added the NSF was mulling new types of assessment to make sure applicants were truly the originators of their ideas, such as following a short-form proposal with an oral presentation, which would allow the foundation to “really interrogate the investigator on their intellectual contribution.” Related articlesHow can Europe cope with a flood of AI-assisted research grant proposals?The risks and benefits of AI in screening research grant proposals Viewpoint: AI could make scientific overload worse“For us as funders, a lot of the ways to ensure that the application remains the applicant's own intellectual contribution, those ways are quite regressive,” Peter Clifford, head of strategy at Research Ireland, told delegates. “They're maybe ten or 15 or 20 years old, and they don't scale particularly well.” Disputes over the origin of ideas are as old as modern science. Isaac Newton and Gottfried Wilhelm Leibniz spent more than a decade arguing over who invented calculus, for example. And long before LLMs emerged, academics would agonise over how much of their early work to reveal at conferences, in case their colleagues scooped them, Jack Leahy, a senior metascience advisor to the UK government, told delegates. But AI was “accelerating” the “problems of the system,” he said.
Canada looks to deepen research and education links with the EU
Canada is looking for deeper research and education links with the EU, according to its prime minister, Mark Carney. His comments followed hard on the heels of an offer from European Commission President Ursula von der Leyen to give his nation associate membership of the EU, a status that currently has no legal status or definition. Both sides have yet to detail how this newfound political enthusiasm will translate into concrete action.Addressing the European Parliament on September 17, Carney cited both the Horizon Europe research and innovation programme and the Erasmus+ student mobility scheme as areas for future collaboration.Association with the next iteration of Horizon Europe “would allow us to pool resources, cooperate on frontier technology, leverage our world-class research institutes and universities,” he told MEPs. Canada joined the present programme in 2024, but only takes part in Pillar 2, which supports collaborative research projects. Carney also said that young people should be allowed to work, study and live where they want, on either side of the Atlantic. “Canadian membership of Erasmus+ would give your students and ours more opportunity to learn at some of the world’s top universities, to broaden their horizon and to build those lasting ties that will sustain our alliance,” he said.Limited exchanges with Canada are already possible, for example in the Erasmus Mundus strand of the scheme, which supports joint master’s programmes. This would be considerably increased if the country became a full associate member, a club currently limited to nations neighbouring the EU.Most favoured nation?As for the offer of associate membership of the EU, the aim would be to build “an alliance for the future to create a common prosperity and economic security base,” von der Leyen said during her state of the European Union address, also in the European Parliament in Strasbourg, on September 16.“We will work on intelligent manufacturing,” she went on. “We will create a tech alliance. We will integrate defence industrial bases. We will make the Arctic a flagship joint project. We will work on energy-critical minerals and batteries, on [artificial intelligence], quantum, cyber and economic security.”Mona Nemer, Canada’s chief science advisor, told Science|Business that the political speeches by Carney and Von der Leyen will open the door to even more scientific cooperation between Canada and the EU. She even attributed the broader political partnership to the scientific diplomacy of Horizon Europe association. “The science and research collaborations have predated this political rapprochement,” she said.While she is not part of the government decision-making process, Nemer thinks Carney’s speech in the European Parliament is more than “political posturing” and the Canadian government is likely to come up with more practical ideas for how to boost collaboration in the near future. “The prime minister mentioned Horizon [Europe] and Erasmus+, maybe there is something more concrete around this,” she said.She went on to suggest that Canada and Europe could also work more closely together on setting international standards for emerging technologies, AI safety, data sovereignty and joint research infrastructures, such as particle accelerators and marine research fleets.Nemer confirmed that science cooperation will be on the agenda at an upcoming EU-Canada summit in October. She met recently with EU ambassadors to Canada to "see where the possibilities are, to signal that there is interest."Room for expansionLike other countries outside Europe that are associated to Horizon Europe, such as South Korea, Australia or Japan, Canada is not allowed to host European Research Council (ERC) grantees. However, Canadian universities hint they would like re-open that discussion. “Canada’s participation in Horizon Europe, the world's largest research funding programme, has been a big success,” said Robert Asselin, the chief executive of U15 Canada, an umbrella body for some of the country’s biggest research universities, in a statement. “Ensuring swift re-association to the next research programme, will be vital to maintain this momentum. We would welcome efforts to explore further opportunities to collaborate with European partners, such as through the European Research Council,” he said. Related articlesHow a new multilateral defence bank could boost innovationEurope’s independence hinges on innovation, von der Leyen saysBut so far, there are no details from the Commission on how von der Leyen’s proposal would boost Canadian access to the ERC or other sensitive research calls in Horizon Europe. And it is unclear how other non-European associated countries, such as New Zealand or Australia, would react if Canada was given better access than them. The same questions may arise closer to home. “How would a new category of associate member of the EU differ from Norway’s participation in EU programmes through the European Economic Area?” asked Jan Palmowski, secretary general of the Guild of European Research-Intensive Universities. “And how does this proposal for Canada change discussion for the UK, Norway and Switzerland for the next Multiannual Financial Framework?”Another area for discussion is how far Canadian organisations can participate in sensitive projects. “I would expect some of the most crucial issues at hand to be whether Canada can participate more closely and predictably in calls that are deemed sensitive on research security or EU preference grounds, on critical technologies, for instance,” Palmowski said. Canada’s participation in other parts of Horizon Europe, as well as the European Competitiveness Fund, might also be discussed, he added.Whatever the details, closer cooperation between the EU and Canada represents a “substantial” opportunity, according to Mattias Björnmalm, secretary general of the Cesaer university group. “Scientific excellence depends on talented people being able to work together, exchange knowledge and access complementary expertise and infrastructure,” he said. “A closer EU-Canada partnership would strengthen these conditions and provide greater certainty for long-term collaboration.”
Scientists discover a mysterious new frog hiding in the Amazon
Scientists discovered a new frog species in the flooded forests of the western Amazon, distinguishing it from nearly identical relatives through DNA and its unique call. Adenomera varcena highlights how much Amazonian biodiversity remains hidden even as habitat loss and climate change threaten these poorly understood species.