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Adem Bona Injury Could Open Up an Opportunity for Others
With a costly injury to the bench, the Philadelphia 76ers must look to their recent signings for help.
24th Congressional District Candidate Changes Political Status
SANTA BARBARA COUNTY, CA (KEYT) - Bob Smith, the congressional candidate hoping to unseat incumbent congressman Salud Carbajal, is no longer aligned with
Many Hitters Could Benefit From Hearing Pirates' Brandon Lowe's Approach
The veteran has an approach that works for any age.
'Pursuing excellence in school and sports': What drives Norman North's Ben Kolar to success
Ben Kolar has never really seen football and school as two separate things.
Joe Burrow listed as questionable for Week 2
Bengals QB Joe Burrow was upgraded to full practice but is questionable
Stone County Health Department partners with VSO to help local veterans access earned benefits
Navigating military benefits can often feel overwhelming, but a local initiative in Stone County is working to ensure area veterans don’t fall through the cracks.
M5 Ultra and M6 Chip Benchmark Results Reveal Graphics Performance
The first GPU benchmark results for Apple's new M5 Ultra and M6 chips have surfaced, ahead of the new Mac Studio and Mac mini models launching on Tuesday. If you are interested in CPU results, we shared those earlier this week. So far, the M5 Ultra has achieved up to a 59% higher Metal score (366,744) on Geekbench 7 compared to the M3 Ultra's average score of 230,420, and the chip's OpenCL score is roughly in line with NVIDIA's GeForce RTX 4080.
Lions Should Bench Rock Ya-Sin for Ennis Rakestraw
Rock Ya-Sin's struggles have Detroit's cornerback job in question, and his replacement is already on the roster. #Lions
National Legal and Business Media Cover Arrival of Chicago Partner Andrew Barrios
Law360, Global Legal Chronicle, Corporate Counsel Business Journal, Benchmark Litigation and Pulse 2.0 were among the legal and business news outlets that covered the arrival of McGuireWoods partner Andrew Barrios,...
Bernie Sanders Slams AI CEOs Over Political Spending: 'You Should Not be Spending Money Trying to Defeat' AI Regulation
Sen. Bernie Sanders (I-Vt.) criticized AI industry leaders over their political spending, arguing that warnings about AI risks should be matched by support for lawmakers seeking stronger regulation. S...
Nike Formally Announces UM Partnership – Extra Details Upon Agreed Deal
The Swoosh returns to Coral Gables in 2027, bringing exclusive Blue Ribbon Elite benefits, NIL opportunities, and heritage-inspired throwback collections to a surging Miami Hurricanes athletic department.
Trump administration begins building border wall in Texas’ Big Bend region
The start of construction marks an important milestone in the administration's $46 billion plan to line the border with walls, barriers, roads and technology as it seeks to make good on a key campaign promise by President Donald Trump to finish the wall.
MD-based R&R Contracting expands woman-owned business
It’s been a busy — and banner — year for Maryland-based R&R Contracting Utilities Inc., which received WBENC certification.
Gimme Him: Underrated Steelers LB could spark Patriots pass-rush
The Patriots could benefit from the play of Steelers edge rusher Nick Herbig.
Eureka Ergonomic Launches Commercial Space Business and New B2B Platform
Los Angeles, California, Sept. 18, 2026 (GLOBE NEWSWIRE) -- Eureka Ergonomic officially announces the launch of its commercial space business, a...
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.
Phantoms to headline entertainment lineup at Bentley Scottsdale Polo Championships
The 15th annual Bentley Scottsdale Polo Championships will feature electronic music duo Phantoms as part of the event’s entertainment lineup this fall.
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.
Joe Burrow expected to play in Week 2
Cincinnati Bengals QB Joe Burrow (back) is expected to play in Week 2 against the Houston Texans.
120-Acre Whole Health Campus Begins Taking Shape in Bentonville
The Alice L. Walton Foundation and Mercy have broken ground on a 120-plus-acre health care campus in Bentonville that aims to expand access
New PEs Promoted at PND Engineers
Wade Kamkoff and Ben VanderHart, who’ve both been with PND Engineers since 2022, earned their licenses and promotions to Senior Engineer.
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.
Syracuse football: it’s time for a quarterback change
The one benefit of an early bye is making this adjusment easier
Bridges Texas History explores iconic politician Lloyd Bentsen
In his latest Texas history column, Ken Bridges looks at the life and legacy of four-term U.S. Senator Lloyd Bentsen.
Clover Health Sees PPO Edge, Cohort Gains as Medicare Advantage Pricing Tightens
Clover Health Investments (NASDAQ:CLOV) is positioning its Medicare Advantage business to benefit from industry pricing discipline, member retention and the maturation of member cohorts, Interim Chief Financial Officer Clay Thornton said at Jefferies’ Healthcare Services and Technology Conference in
‘Monster’ star Ella Beatty reveals 1-word advice from parents Annette Bening and Warren Beatty
Ella Beatty, who stars in ‘Monster: The Lizzie Borden Story,’ shares the one-word advice she received from her parents, Annette Bening and Warren Beatty.
How Oklahoma State's new human performance complex benefits athletes, state
Rob Glass, Oklahoma State's Assistant Athletic Director for Athlete Performance, explains howthe new facility will benefit OSU athletes.
Incumbent NSHE regent challenged by UNR public health professor
Peter Reed, a long-time UNR professor, is challenging Nevada System of Higher Education regent Joseph Arrascada, who is seeking a second term, in the upcoming election for District 10. Arrascada, who was first elected in 2020, said he wants another term representing Northern Nevada constituents in order to provide continuity and build on the work […]
Ben Shelton Should Skip Davis Cup and Laver Cup
Ben Shelton has spent much of 2026 proving that he belongs among the very best players in the world. After reaching his first Grand Slam final at the US Open and climbing to a career-high No. 4, the temptation is understandable: keep playing, keep riding the momentum and say yes whenever an opportunity to compete …
Arteta hopeful defenders will be available for Brighton clash
Mikel Arteta says he is “very optimistic” that Cristhian Mosquera, Ben White, Jurrien Timber and Piero Hincapie will all be available for Arsenal’s game against Brighton. The Gunners boss provid...
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.
National team manager wants Arsenal man to change environment
Viktor Gyokeres has endured a difficult start to the season at Arsenal, but Sweden will use him during the international break, with his national manager believing a change of environment could benefi...
Run 4 Hunger And Health Benefits Food Pantry And Youth And Family Services
The eighth annual Run 4 Hunger And Health took place at Fairfield Hills on September 12. There were 61 finishers in the 5K event which is hosted by the Knights of Columbus and supports FAITH Food Pant...
Texas Tech study examines pecans and brain health
Texas Tech researchers are studying whether a daily snack of pecans could benefit brain health.
The real risk of private credit’s involvement in the annuity business
The critical issue is liquidity and ensuring that long-term promises to pay retirement benefits are met
Cardinals Starting DL Is Surprise Addition to Thursday’s Injury Report
Three days remain until the Arizona Cardinals‘ week two battle against the Seattle Seahawks, as of Sept. 17.The game status for key Cardinals is shaping up to benefit the squad heading into Sunday, although one key surprise came about following Thursday’s practice.Read more about Arizona’s addition to the report, as well as a focus on […] The post Cardinals Starting DL Is Surprise Addition to Thursday’s Injury Report appeared first on HEAVY.
Exercise-based cardiac rehabilitation offers lasting heart health benefits
Exercise-based cardiac rehabilitation reduces hospital admissions by a third and heart attack risk by more than a quarter, as well as remaining beneficial in the long term, a new Cochrane review finds.
Commanders Have Strong Words for Cowboys’ CeeDee Lamb, George Pickens
The Washington Commanders‘ defense bent but didn’t break, giving the team a chance to win in Week 1 against the Philadelphia Eagles. Washington’s offense managed only nine points through three quarters before a 13-point performance in the fourth. Nonetheless, the team fell short, losing 24-22, but the Commanders’ defense will look to carry that momentum […] The post Commanders Have Strong Words for Cowboys’ CeeDee Lamb, George Pickens appeared first on HEAVY.
Union representing Northeastern security guards rallies for health benefits
More than 125 demonstrators gathered outside Ruggles Station Sept. 15 to support unionized unarmed security officers working without a contract.
Glass Doctor Player of the Week: Oak Ridge’s Zayden Williams
OAK RIDGE, Tenn. (WATE) — Helping to keep Oak Ridge’s undefeated streak alive, junior Zayden Williams turned in a performance that earned him the honor of Glass Doctor Player of the Week. Williams had 88 receiving yards, three touchdowns, four tackles, and two pass breakups in a narrow 42-38 Wildcats victory over Dobyns-Bennett. Williams being […]
Ripple CEO Blames Democrats' 'Politics' for CLARITY Act Failure
Ripple CEO Brad Garlinghouse criticized Senate Democrats after the CLARITY Act failed to advance Tuesday, but said crypto regulation in the U.S. could now shift toward rulemaking by the SEC and CFTC. The regulatory setback leaves Ripple and XRP largely...
Should Bengals Quarterback Joe Burrow Play Through His Latest Injury?
Cincinnati’s star quarterback refuses to sit despite a painful back injury, sparking a high-stakes debate over whether his legendary toughness risks the Bengals' entire postseason future.
Joe Burrow remains limited at practice
Bengals QB Joe Burrow a limited participant for the second time this week
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.
Baker Mayfield Makes Priority Clear Before Browns Reunion
Baker Mayfield and the Tampa Bay Buccaneers are preparing for their Week 2 home opener against the Cleveland Browns at Raymond James Stadium. Tampa Bay enters the matchup after a 33-27 loss to the Cincinnati Bengals, while Cleveland also opened the season with a defeat.Sunday’s game carries additional history for Mayfield. The Browns selected him […] The post Baker Mayfield Makes Priority Clear Before Browns Reunion appeared first on HEAVY.
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...
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...
This week in science: T. rex footprints, solar 'superflares,' and benefits of reading
Paleontologists have discovered the tracks of a giant — the fossilized footprints of T. rex. Plus, solar "superflares" and the brain benefits of reading in this week's Short Wave science news roundup.
How Trump’s new green-card policy could affect immigrant families
The policy, set to take effect Friday, would give immigration officers broader authority to deny permanent residency to people using public benefits.
DOL/EBSA Narrows Mental Health Parity Enforcement Focus to Three Priority Areas
On September 8, the Department of Labor's Employee Benefits Security Administration (EBSA) issued Field Assistance Bulletin No. 2026-03, outlining how it
Selena Gomez Revealed the 2 Mental Health Life Lessons She's Adopted From Benny Blanco
Selena Gomez credits her husband, Benny Blanco, with bringing out a much more confident, self-assured side of her. In a new People cover story, the 34-year-old Rare Beauty founder said she’s finally t...
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.
Employee health plans to remain unchanged for 2027, contributions to increase
When Penn State’s 2027 benefits open enrollment period begins on Nov. 2, benefits-eligible faculty and staff will continue to have access to the same high-quality health care coverage and programs. Beginning Jan. 1, 2027, employees will see an increase in their payroll contributions to keep pace with rising health care costs.
Weather forecast, impact for Michigan State-Notre Dame on Saturday
It's going to rain on Saturday night in South Bend -- so what does that mean for the Spartans' chances at upsetting the Fighting Irish?
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,...
Oregon DOJ convicts multiple business owners of Medicaid fraud
BEND, Ore. (KTVZ) -- Oregon Attorney General Dan Rayfield announced a series of Medicaid fraud enforcement actions from the Oregon Department of Justice's Medicaid Fraud Control Unit (MFCU), involving non-emergency transportation companies and a mental health care provider. The cases include guilty pleas from the transportation business owners and a grand jury indictment against the
The king and AI: UK monarch Charles meets artificial intelligence leaders as safety concerns swirl
LONDON (AP) — King Charles III on Thursday urged senior leaders from OpenAI, Anthropic, Google DeepMind and Nvidia to make sure that artificial intelligence remains under control and in the service of people and the planet. The gathering in Scotland was convened to discuss how AI can benefit society, and comes at a pivotal moment […]
The science of aging skin: What to expect, decade by decade
Aging is something we can see in the mirror, but many of the biggest changes are happening beneath the surface of the skin. Collagen production slows, cell turnover changes, moisture
The Execution Gap is a Metadata Gap
Enterprises are treating stalled agent projects as a readiness problem. The benchmark evidence points somewhere less comfortable: hold the model constant, change only what surrounds it, and performance on real enterprise data still moves by twenty points. BigDATAwire Managing Editor Ali Azhar’s March 2026 report on Deloitte’s State of AI 2026 closed on a sentence […]
Bengals coaches critical of Ja'Marr Chase usage vs. Bucs
Bengals coaches get blunt about what went wrong with Ja'Marr Chase.
Opinion: Honor the Constitution; regulate political spending
As you are besieged by ads this election, ask yourself, who is benefitting from this system?
Android Bench 2.0 focuses on long-horizon tasks, agent evaluations
Google’s development of Android Bench continues today with a version 2.0 that reflects how AI can handle more complex development tasks.
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.
Data & Business Process Services Stocks Q2 Recap: Benchmarking Equifax (NYSE:EFX)
Wrapping up Q2 earnings, we look at the numbers and key takeaways for the data & business process services stocks, including Equifax (NYSE:EFX) and its peers.
Belief That Diversity Drives Profit Surges 10 Points To 71% In The US
The Trump administration has led a pull back on diversity and inclusion programs, but Americans think they benefit businesses in more ways than one.
Claims for unemployment benefits drop to 196,000
Layoffs remain rare and most Americans enjoy job security
Hannah Pingree touts bipartisan support
It’s part of a new coalition aimed at pushing Pingree over the finish line on Nov. 3 as she faces Republican Bobby Charles and former Republican and current independent Rick Bennett.
Milan Boss Wishing For a Couple of Winter Additions
After avoiding losses thanks to admirable reactions in Serie A play, Milan couldn’t do the same versus Benfica midweek, falling for the first time this season. The Rossoneri once again looked disjoi...
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.
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