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Trump announces all 50 states joining Medicaid drug pricing model
President Donald Trump announced that all 50 states will join a program to provide Most Favored Nation pricing for some Medicaid drugs. The administration claims this plan, called the Medicaid
Political appointee turnover at unprecedented levels under Trump administration
Political appointees in the second Trump administration are leaving in record numbers, and often after short tenures. More than 900 appointees who did not require Senate confirmation left within the first 18 months of the administration, a new report shows.
Health wonks question who saves in Trump drug program
President Trump boasted about his administration’s work on drug pricing, announcing the “most-favored-nation” program, but health policy experts question whether the changes will directly save consume...
Judge isn't swayed by government's claims that plans for an 'anti-weaponization fund' are dead
U.S. District Judge Leonie Brinkema in Virginia rejected the notion that the case's claims are moot because the Trump administration says the fund is dead and won't go forward.
Trump says he is banning CNN, MS NOW and Politico from White House
It is the administration's latest test of constitutional First Amendment protections
Trump says he is banning CNN, MS NOW and Politico from White House
It is the administration's latest test of constitutional First Amendment protections
Political appointee turnover at unprecedented levels under Trump administration
Nearly half of Trump appointees who have separated from government served less than one year, and about 25% served under six months, new research shows.
Salomon: Seminoles Should Appreciate Norvell, not Bury Him
In what could be his final weekend at the helm of the Florida State Seminoles, FSU fans should hope that the administration does not pull the trigger on firing Mike Norvell.
Kremlin orders Russia businesses of Nestle, Auchan seized
The Kremlin ordered the Russian businesses of Swiss-based food and beverage company Nestle and French retailer Auchan placed in temporary administration.
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.
Public Administration vs. Politics: What Public Administrators Can Do Beyond the Rhetoric
The views expressed are those of the author and do not necessarily reflect the views of ASPA as an organization. By George S. WelchSeptember 18, 2026 Every election cycle produces a familiar pattern. Candidates make promises. Political leaders exchange criticism. Advocacy groups mobilize supporters. Social media amplifies conflict. News coverage focuses on controversy, competition and […]
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.
Build columns, not Trump’s arch, D.C. official tells administration
Local officials, preservationists and historians are pushing to scale back Trump's planned arch, advocating the slender columns originally envisioned by architects and lawmakers a century ago.
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.
Attorney General Blanche's appearances at political events blur Justice Department boundaries
Atty. Gen. Todd Blanche took the stage this week at an event for a Republican Senate candidate in North Carolina days after speaking at a GOP midterm convention, where he praised President Trump and touted the administration's tough-on-crime approach.
Kremlin orders businesses seized
FRANKFURT, Germany (AP) — The Kremlin has ordered the Russian businesses of Swiss-based food and beverage company Nestle and French retailer Auchan placed in temporary administration, procedure that previously has led to the forced sale of Western businesses to Russian owners at knockdown prices.
FL health department proposes allowing pharmacists to administer chikungunya vaccine
In Florida, there have been 189 reported cases of chikungunya disease so far this year, according to DOH’s reportable diseases frequency report. Most were reported in Miami-Dade.
Kremlin orders Russia businesses of Nestle, Auchan seized
The Kremlin ordered the Russian businesses of Swiss-based food and beverage company Nestle and French retailer Auchan placed in temporary administration, in a procedure that previously has led to the sale of Western businesses at knockdown prices.
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.
Kremlin orders businesses seized
The Kremlin ordered the Russian businesses of Swiss-based food and beverage company Nestle and French retailer Auchan placed in temporary administration, in a procedure that previously has led to the sale of Western businesses at knockdown prices.
Back in black: Princess Diana's 'revenge dress' goes on show ahead of Sotheby's auction
A striking black dress worn by Princess Diana on the day her estranged husband admitted adultery is going up for auction at Sotheby’s | WBBM Newsradio 780 AM & 105.9 FM
Back in black: Princess Diana's 'revenge dress' goes on show ahead of Sotheby's auction
A striking black dress worn by Princess Diana on the day her estranged husband admitted adultery is going up for auction at Sotheby’s | KMBZ
Back in black: Princess Diana's 'revenge dress' goes on show ahead of Sotheby's auction
A striking black dress worn by Princess Diana on the day her estranged husband admitted adultery is going up for auction at Sotheby’s.
Daniel Farke discusses fresh injury concerns ahead of Palace
Leeds United host Crystal Palace in the Premier League on Sunday, less than a week on from a convincing 4-1 victory over Newcastle United, shooting the Whites up to an admirable third place in the ear...
Dan Campbell Makes Blunt Admission About Lions Defense
Dan Campbell details coverage busts, missed run fits and containment failures after the Lions allowed 41 points in their road loss to the Bills.
Putin targets Nestle's Russian business as Kremlin tightens grip on Western assets
Nestlé is assessing its options after Russia placed the Swiss food giant’s local assets under temporary external administration.
Laurent Mekies: Red Bull’s RB22 Problem Will Carry Into 2027
Mekies admits that the car loses performance lap after lap, a problem Verstappen has been pointing out for years. The team is working to fix it but acknowledges that its complexity prevents a quick solution and that it will persist next season.
Why Trump’s new rule for green card applicants is sparking controversy
A new Trump administration rule that is expected to make it harder for many legal immigrants to obtain green cards if they receive or are deemed likely to need public assistance is set to take effect Friday – even as lawsuits seeking to halt it wind their way through federal court.
A DHS email raises new questions about the Trump administration's election plans
A heavily redacted email from last year, reported first by NPR, reveals that DHS personnel shared a list of jurisdictions that offer election materials in non-English languages. It's unclear why.
A DHS email raises new questions about the Trump administration's election plans
A heavily redacted email from last year, reported first by NPR, reveals that DHS personnel shared a list of jurisdictions that offer election materials in non-English languages. It's unclear why.
US approves potential $24 billion sale of F-35 jets to Saudi Arabia
The Trump administration said Thursday it has approved a potential multi-billion dollar sale of F-35 fighter jets to Saudi Arabia, bolstering the Gulf ally’s military capacity amid the threat of an expanding war in the Middle East.
NYT: Trump considers "appeasing" Russia with business deals before hostilities end
The Trump administration is reportedly considering economic deals with Russia before the war in Ukraine ends in an effort to incentivise Moscow to pursue peace.
Executive Profile: Laura Martina
Laura Martina Founder/CEO Leadby What we do: Results-driven leadership development services customized to meet the needs of executives and teams. Education: Bachelor of Science from Fresno State in business administration, human resources
Nestle responds to Putin's decision to put its Russian business under external administration
Nestle on Friday responded to the Kremlin's decision to take control of the Swiss food maker's business in Russia, saying it was assessing its options.
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.
Philadelphia health leaders warn of possible measles exposure reported at CHOP’s NICU
Officials said they’re working to administer a preventative antibody treatment to all infants in the NICU to help protect them from measles.
Democrats warn OPM’s health data collection plan goes too far
Democrats doubled down on concerns that the administration’s plan to collect detailed federal employee health data poses security risks and legal questions.
Team Behind Popular Ocarina Of Time PC Port Admit To Using AI For Years And Now Fans Are Freaking Out About 'Vibecoded Slop'
When asked what version of Ship of Harkinian doesn't contain LLM content, a dev said 'I don't know'
Governor Moore Requests Administrative Declaration from U.S. Small Business Administration for Anne Arundel County
Governor Moore Requests Administrative Declaration from U.S. Small Business Administration for Anne Arundel County
Control Resonant review leaks before release date, praising performance and combat
One site broke Remedy Entertainment's review embargo ahead of the Control Resonant release date. The article gives a positive evaluation of the revamped melee combat. Performance in the open-world-like maps also impressed, but the storytelling may not enthrall players.
Why are state employees’ health insurance rates going up?
With money for the state healthcare plan running low, the Montana Department of Administration is hiking rates.
Governor Moore Requests Administrative Declaration from U.S. Small Business Administration for Anne Arundel County
Governor Moore Requests Administrative Declaration from U.S. Small Business Administration for Anne Arundel County
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
New York voters can expect no changes to mail-in ballot process
The Supreme Court on Monday rejected efforts from the Trump administration to restrict mail-in ballots for the midterm elections.
Kyle Harrison remains confident he can correct his issues
After another bad start, Kyle Harrison admitted his recent struggles have been difficult to deal with but also that he's confident he can bounce back.
GSA Issues Notice of “Glitch” and Recommends Contractors Validate Small Business Status Representations on SAM.gov
The General Services Administration (GSA) has begun sending out email notifications of a “known glitch” affecting certain System for Award Management (SAM) registrations as far back as spring…
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 […]
Lodi Grape Festival returns to San Joaquin County with four-day event
The Lodi Grape Festival returns this week with live music, carnival rides and several ways to save on admission.
Galveston County to take over health district administration, expects $500K in annual savings
Previously, the Galveston County Health District operated as an independent organization and was funded by Galveston County in addition to other state and federal funds. For decades, the health district had its own administrative staff. County leaders believe putting county staff in those roles would save money.
AI crisis heightens the stakes of Xi’s visit to Washington
WASHINGTON — A growing sense of urgency over the risks posed by artificial intelligence is adding pressure on the Trump administration to secure a diplomatic breakthrough with China when President
McCordsville business owner pleads guilty to $600K pandemic relief fraud scheme
INDIANAPOLIS (WRTV) - A McCordsville business owner faces prison time after admitting to stealing more than $600,000 through a fraudulent pandemic relief scheme. Sandra Pierce, 42, pleaded guilty to t...
49ers news: Kyle Shanahan's 'crap' admission about Australia trip
The San Francisco 49ers delivered a dominant performance in Week 1 . San Francisco won a huge divisional matchup against LA, crushing them 27-7 in Australia . One 49ers coach was willing to admit that the transition back to a normal schedule was quite challenging for the team. Shanahan admitted that he “felt like crap” throughout the entire weekend […] The post 49ers news: Kyle Shanahan's 'crap' admission about Australia trip appeared first on ClutchPoints.
Environment, health groups sue over Trump move to wipe out climate rules for power plants
Environmental and public health-focused organizations are suing the Trump administration over its move to wipe out most climate regulations on coal and gas power plants. The Natural Resources Defen…
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.
President Trump is bringing healthy food from harvest to hallways
The Trump administration is launching initiatives to improve school nutrition by increasing farm-to-school grant funding and investing in cafeteria equipment upgrades.
Visiting Linz - time to get back on track?
Two series to end in Women's BundesligaIt's time for matchday seven in the ADMIRAL Women's Bundesliga! Our girls faces a challenge this Saturday at 14:00 CEST against LASK, a team sitting next to them...
'Room for improvement' after solid Saints start
Manager Simo Valakari is not surprised by St Johnstone's solid start to the Scottish Premiership season but admits "there is a lot of room for improvement as well". As they look to continue their positive start at home to Falkirk on Saturday, Valakari and his players appear to be keeping their feet firmly on the ground. Finn Valakari is braced for a tough challenge this weekend against a Falkirk side that got their first league win of the season in midweek with a 2-1 home success over Hearts.
How Is Warner Bros. Discovery's Stock Performance Compared to Other Entertainment Stocks
Warner Bros. Discovery has rallied other entertainment stocks, yet analysts remain skeptical about the stock’s outlook.
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.
National Security Science and Technology Strategy Highlights Expanded Role for Export Controls, Investment Screening, and Data Security
On August 20, 2026, the White House released the National Security Science and Technology Strategy (“NSSTS“), which establishes the Trump administration’s framework for maintaining US technological leadership and protecting critical and emerging technologies. The NSSTS is organized around four pillars: (1) focusing techno-strategic competition, (2) building technological resilience, (3) accelerating innovation, and (4) protecting national
Three Reasons Bucks Could Exceed Expectations This Season
Everyone has written off Milwaukee after the Giannis trade, but the roster has more ways to win than the projections admit.
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.
The U.S. Chamber is Working Tirelessly to Defend the Trump Administration’s Deregulatory Initiatives, Preserving Benefits for American Business
The U.S. Chamber of Commerce Litigation Center is fighting on two fronts — defending Trump-era deregulation in court and challenging unlawful Biden-era regulations — to ensure pro-growth policies endure beyond political shifts.
Trump administration live updates: Americans give AI in schools a poor grade
Live updates and the latest news on the Trump administration as Americans give AI in schools a poor grade, Trump focuses on crime in N.C. rally remarks and a U.N. mission finds grounds for U.S. war crimes in Iran.
NCAA Admits Replay Error Changed Michigan Game
The NCAA admitted replay protocols were not followed in Michigan's win over Western Michigan but says the result cannot be overturned.
Trump, Whatley emphasize administration’s track record at rally
President Donald Trump has tested his midterm campaign appeal in North Carolina as he tries to help his handpicked Republican Senate hopeful and former national party chairman.
How Is Live Nation Entertainment’s Stock Performance Compared to Other Entertainment Stocks
Live Nation Entertainment has considerably outperformed its sector peers recently, and analysts remain highly optimistic about the stock’s prospects.
Pediatricians raise the alarm on the effect of Trump's immigration crackdown on kids
The Trump administration has been pursuing a quiet immigration crackdown strategy: limiting access to health care and public services. The American Academy of Pediatrics is sounding the alarm about the impact on children.
Sentara Health pilots GW RhythmX's AI precision care platform to support emerging primary care models
Not-for-profit health system Sentara Health is moving beyond administrative automation to test artificial intelligence-powered clinical care directly during primary care visits. | Not-for-profit health system Sentara Health is moving beyond administrative automation to test artificial intelligence-powered clinical care directly during primary care visits.
After communication breakdowns, Colts make key defensive leadership change
Colts admit green-dot mistake, shift play-calling duties from FS Camryn Bynum to LB Akeem Gaither-Davis after disastrous season opener
Ohio Chamber sues healthcare giant, accusing it of deceit, misinformation
The Ohio Chamber of Commerce has sued UnitedHealth. It says the giant was to provide administrative services, but poached clients instead.
Valakari reveals chats helped Taylor and Finlayson
St Johnstone manager Simo Valakari has revealed that Taylor Steven explored his options away from McDiarmid Park this summer before the 21-year-old winger earned a starting place for the last three matches. St Johnstone manager Simo Valakari has admitted that he felt the need to have a "strong conversation" with Daniel Finlayson after leaving the 25-year-old defender out his side for three games before his return against Celtic.
Baker Mayfield Makes Admission on Revenge Game vs. Browns
Former Cleveland Browns quarterback Baker Mayfield got honest on facing his former team in Week 2. The post Baker Mayfield Makes Admission on Revenge Game vs. Browns appeared first on HEAVY.
Researchers sue National Institutes of Health over censorship claims
Researchers are suing against the National Institutes of Health, saying that grant funding is used to censor topics the Trump administration dislikes.
Scientists challenge US NIH grant screening as unconstitutional
A group of scientists filed a class-action lawsuit on Wednesday against the U.S. National Institutes of Health, alleging the agency is unconstitutionally screening research grants to suppress viewpoints the Trump administration disfavors on topics like diversity, gender identity and climate change.
Scientists Challenge US NIH Grant Screening as Unconstitutional
By Ahmed Aboulenein WASHINGTON, Sept 16 (Reuters) - A group of scientists filed a class-action lawsuit on Wednesday against the U.S. National Institutes of Health, alleging the agency is unconstitutionally screening research grants to suppress viewpoints the Trump administration disfavors on ...
Dartmouth Health CEO says layoffs targeted administrative, leadership positions
A day after Dartmouth Health announced it was cutting hundreds of jobs, the healthcare organization's CEO said the layoffs were planned to avoid hurting patient care.
Benson, James pitch tariff remedies, business boosts & data center limits at Detroit Economic Club
DETROIT — The respective Republican and Democratic nominees for Michigan governor on Wednesday each proposed new solutions to the economic tariffs levied by the administration of President Donald Trump, especially those being used against Canada. Addressing the Detroit Economic Club on Wednesday afternoon in separate speaking events were Republican U.S. Rep. John James and Democrat […]
A cancer survivor hoped to work — then she lost her Medicaid disability coverage
Patients with disabilities have long struggled with administrative hoops, blunders, and confusion when trying to qualify for federally subsidized health coverage because of their illness. Now, new federal Medicaid work requirements mean states face the additional task of deciding who qualifies for a medical exemption. That means reviewing medical cases for an even larger swath of Medicaid enrollees.
NYC teachers union flexes political muscle in bid to unwind Hochul support for Trump voucher plan
The teachers unions and their allies questioned the Trump administration’s motivations, warning the new program could divert enrollment and per-pupil funding from public schools, and redirect resources to private schools with less…
What Does the Science of Climate Change Really Look Like?
Editor’s Note: This is the second in a three-part series on how the Right should think about environmental and climate policy. Read Chris Barnard on Reclaiming Environmental Policy from the Left. More than a decade ago, the world’s governments negotiated and signed the Paris Climate Agreement, committing to hold global warming well below 2 degrees Celsius. In the following years, climate had immense cultural power. Greta Thunberg emerged. Fortune 500 companies established net-zero plans. The U.S. got the Inflation Reduction Act. Then the pendulum swung back. President Donald Trump returned to the Oval Office, speaking of green energy as a “scam” and carbon footprints as a “hoax” and on all matters of international policy emphasizing bilateral engagement and power over globalism and cooperation. The technology companies that had been at the forefront of net-zero pledges and green leadership discovered the importance of all-of-the-above power to their visions for artificial intelligence and began quietly postponing or removing their targets. On the left side of the political spectrum, rising concerns about inflation and cost pushed climate lower down in the stated priorities of voters and stump speeches of politicians. The moment is ripe for a reset on the politics of climate change and for conservatives especially to chart a course that acknowledges and addresses the real challenges in plausible ways. So what should we think about climate change as we enter a post-peak climate era? If it is neither an apocalypse nor a hoax, what will hold up as a durable view of climate change? And how does it project onto the concerns and priorities of the right-of-center’s emerging coalition? New to Commonplace_? Subscribe below to get the magazine in your inbox._ Subscribe A Solid Foundation As the politics and economics of climate careened over the past ten years, the physics carried on regardless. In 2015, the year the Paris Climate Agreement was adopted, the world emitted 41.2 gigatonnes of carbon dioxide. By 2025, emissions had risen only 2.4%, to 42.2 gigatonnes, because falling emissions from land use offset increasing emissions from fossil fuels. But slow growth in annual emissions is not rapid decline, let alone net-zero, so carbon dioxide kept accumulating in the atmosphere, going from 399 to 426 parts per million. Global temperature kept rising too, from about 1.1 degrees Celsius above the 1850–1900 average in 2015, to 1.4 degrees above it in 2025. None of this should surprise anyone. Even most prominent skeptics, like the authors of the 2025 report commissioned by the Trump administration’s Department of Energy, accept the basic physics. Carbon dioxide added to the atmosphere at industrial volumes accumulates and traps heat that would otherwise escape to space. That heat warms the upper ocean and increases temperatures at the surface. Increased ocean heat and melting of land ice cause sea levels to rise. Changes in the climate become noticeable to us as subtle shifts in temperature and precipitation, seasons arriving early or late, changes in the surrounding ecosystem, and weather extremes. The much more meaningful debate is not about whether these things are happening, but about what it all means for human societies. (While it is a proxy measure of overall risk, no one experiences global surface temperature.) This debate invokes at least three interesting questions: how much today’s warming is showing up in regional climate trends, how much more warming we should anticipate, and how extreme weather events can be understood in the context of climate change. Recent scientific advances give us new insights into each of these, but there is still much to learn. This is the context in which the next generation of conservative leaders will be the first to deal with significant climate change as a fact, not a forecast. It will be with them for their entire careers. Our evolving scientific picture of climate change will come from weather and climate records stretching further into the past, new kinds of observations in the present, better modeling tools for the future, and simply more time to observe the emergence of climate signals and their tangible effects on ecosystems and communities in the United States and around the world. The policy landscape will be shaped by not only the impacts of changes in the climate, but also by the ways in which societies respond and by the emergence of new technologies for both altering the trajectory of emissions and adapting to new climate realities. Global climate records now show the fingerprints of warming in different phenomena around much of the world. The IPCC, in its most recent assessment report, documents warming trends over all land regions, even as natural variability adds substantial variance to local trends. And the highest temperature extremes have become more intense and frequent, almost everywhere, since the 1950s. Scientists are highly confident that these changes are attributable to human influence. But confidence in detecting trends and attributing them to human influence degrades across heavy precipitation events; drought trends are heterogeneous and not attributable to human activity with great confidence. For hurricanes, tornadoes, and other severe storms there is even less confidence in trends or their relationship to climate change. In general, a fair summary of the evidence is that for well-observed phenomena, like surface temperature or heavy rainfall, with a clear relationship to warming, our multidecadal observations are consistent with human influence overcoming natural variability over long time periods and extremes increasing. For regions that are sampled more sparsely, or phenomena with a higher noise-to-signal ratio, we will need to observe them longer to understand the magnitude of the climate signal or improve dynamical understanding using models and observations together. But for Climate For those who can’t wait, we also have new techniques that attempt to understand the role climate change has in influencing particular extreme events. When the climate is changing and disaster strikes, it is natural to ask whether that disaster was somehow “caused” by climate change. For scientists and policymakers acting in good faith, answering that question helps develop a more accurate picture of the problem, how it may be getting worse, and what preparations we should be making to respond to it. It may, at some point, give some weight to how liability is assigned by courts or adaptation funding is distributed by society. But how we ask this question is extremely important. It is easy to get the analysis wrong by discounting the role that meteorology plays. As meteorologist Theodore Shepherd explained in a clear 2016 review of climate attribution methods, “if a weather or climate event is truly extreme in the present climate, then perforce it requires unusual meteorological conditions, which means that climate change is at most a contributing factor.” Share Scientists have two ways to probe climate as a contributing factor, both of which have entered media coverage of extreme weather events. One asks a probabilistic question: How much more likely is a particular event (e.g., a temperature record over a particular area) amid global warming? The answer involves using historical records and computer simulations to estimate the likelihood of such an event in both a changed and a preindustrial climate. The findings are less about the specific event, and more about events of that nature. The other question is: How has the changed climate affected the specific event in question? Here, scientists try to understand what a similar event would have looked like in the preindustrial climate. This is sometimes called the storyline approach, where the story is the specific meteorological details of the event. These methods offer ways to test the intuition of scientists about real weather extremes. In late June and early July of 2021, a persistent high-pressure ridge, or heat dome, set up over the Pacific Northwest and an extraordinary heat wave affected the area from Oregon to British Columbia. For six days, it shattered temperature records across the region and hundreds died from heat-related causes, in an area where such high, and persistently high, temperatures were well outside of experience and many live without air conditioning. Scientists have studied its connection to climate change using multiple approaches. This specific event was created by a rare combination of meteorological factors, a strong high-pressure ridge created the conditions for extreme heat, which occurred on top of higher average temperatures in the region from global warming. Probabilistic analyses showed that climate change increased the likelihood of such an event by at least 8-fold to more than 100-fold. One standout example found that such an event had effectively zero probability of occurring in the preindustrial climate. The enormous range in these assessments reflects how hard it is to estimate probabilities of events at the tail of the historical record. Estimates of the effect on the temperature of the event are more clustered. A recent review paper documents how multiple methodologies have found a positive influence, roughly 1-2 degrees Celsius of an anomaly that exceeded 15 degrees, of climate change on the temperature magnitude of the event. Multiple studies have investigated and found some positive influence of climate change in other extreme events. Attribution studies found climate likely increased the heavy rainfall that accompanied Hurricane Helene in North Carolina and surrounding regions in 2024. The extensive fires that struck Los Angeles in 2025 illustrate how the causal chain can become messy, though. Studies do detect a positive influence of climate on the event’s likelihood, but while climate change likely contributed to underlying aridity, it would not have played a role in the heavy winds or land practices that preceded disaster. These event attribution studies will become more common for extreme, or damaging, weather events. They can be produced quickly, and often are reported before peer review. As the Pacific Northwest heatwave example shows, when multiple methods converge on a positive attribution, the finding should probably carry some weight even if you have to be careful about accepting the results from a single study. I expect that as climate change proceeds and the climate thus departs further from a preindustrial counterfactual, the influence will become more detectable across a variety of extreme events and more easily identified. This will be used to cast blame, but can also be used to inform how communities and society adapt to ongoing change. We May Still Be Surprised One positive development, insofar as less climate change is better, has been that our central estimates for future climate change should probably be revised downward. Mostly, that is because the high-end warmings that scientists regularly analyzed about ten to 20 years ago, driven by high emissions throughout the twenty-first century, now appear to be somewhere between unlikely and impossible. At one time, the upper end of mainstream climate projections extended well into 4 to 6 degrees Celsius of warming by the end of this century, which, models suggest, would have wrought enormous real-world damage. Current energy and policy trends now point toward 2.5 or 3 degrees. Damages and risks are commonly modeled as increasing steeply with more warming, so this is already a better-than-previously-expected outcome for the climate (which is independent of the physical response to emissions). But we should maintain a wide range for plausible outcomes and prepare for the possibility of being surprised. Emissions trajectories are subject to deep uncertainty, the physical climate response is still developing, and whatever change occurs in the climate will then be mediated through unpredictable economic, social, and political institutions. Over the past decade, the pace of warming surprised some keen observers and appeared to accelerate, though not yet outside the range of expectation provided by climate models. The reasons for that apparent acceleration are being actively studied (as was the apparent pause in warming from 1998 to 2012), but no single driver has emerged. Some blame it on the El Niño, variability which would have no bearing on climate. Some think it is a result of factories in East Asia and global shipping fleets cutting aerosol emissions, which in the strongest version of the argument would indicate higher climate sensitivity to carbon-dioxide emissions. Others are more measured, not yet ready to draw solid conclusions as to whether climate projections require revision. We will have to see. Long-Term Thinking Climate change asks us to think over long time scales. But the pace of human-driven warming is compressing a large global change into a century. Changing weather patterns and extreme events are already causing adjustment costs and damages and will do more. Adaptation will help, but it is not free. For some communities, these costs will erode livelihoods and well-being, and may force migration. Are we prepared for large-scale managed retreats in the United States? Thankfully, American wealth, geographical diversity, and moderate climates may leave us better prepared than many around the world. But wealthy countries can still suffer serious disruption from narrowly concentrated costs, even if they appear entirely manageable in aggregate. Readers of Commonplace are familiar with the challenges of rapidly adapting to economic forces. The displacement that came from the China Shock is barely perceptible in aggregate GDP and employment data, but it affected millions of people and those people were far less mobile than economic models tended to assume. Deindustrialization rippled through the nation with enormous effects for not only our economic vitality, but also our national security. The forces surrounding climate change may not be so different; the world gets richer and must accept some diffuse costs. Those may be modest overall, but cause all manner of unpredictable effects with which policymakers must cope. In the case of the China Shock, our faith in a growing pie served us poorly. We’ll need to do better on climate. Leave a comment
Edmond Secures Major Federal Grant to Expand Behavioral Health Crisis Response
The City of Edmond has been awarded the Behavioral Health Mobile Crisis Partnerships grant through the Substance Abuse and Mental Health Services Administration (SAMHSA). This grant provides $750,000
Health First announces layoffs of 214 workers
Health First is cutting 214 jobs across its Brevard County operations, impacting administrative and patient programs.
Health First announces layoffs of 214 workers
Health First is cutting 214 jobs across its Brevard County operations, impacting administrative and patient programs.
Health First announces layoffs and ends some local programs
Health First announced the elimination of 214 positions, roughly 2% of its workforce, mostly in administrative roles.
Trump administration has cut or frozen $177 billion in grants across every state, analysis shows
Among the grants that were eliminated, frozen or delayed were ones related to maternal health in Michigan, education research in Mississippi and assistance to minority farmers in Iowa, the researchers found.
LACC students encourage others to vote on National Register to Vote Day
President Trump calling out his own Supreme Court appointees over their decision to reject his administration’s efforts
Arizona State football players admit they are fans of soccer
Arizona State football players C.J. Fite and Jalen Klemm were never soccer enthusiasts. That changed when they got to witness the World Cup
Galveston County Commissioners Approve County Takeover of Health District Administration
Galveston County will take over accounting, IT, and human resources functions for its health district after a unanimous commissioners' vote.
Trump administration seeks to remove race, ethnicity questions from census
The public has less than 30 days to comment on two major proposed changes
Trump administration seeks to remove race, ethnicity questions from census
The public has less than 30 days to comment on two major proposed changes
Belarus frees 25 political prisoners in return for US sanctions relief
The Trump administration said more releases would be secured soon amid improved US-Belarus relations.
Measles outbreak hangs heavy over Trump administration health nominees' Senate HELP appearance
Three key Trump administration leadership nominees
Galaxy S27 Ultra said to get improved image processing for more natural looking photos
The Galaxy S27 series is expected early next year, and while Samsung has not shared any information, leaks and rumors have hinted at some impressive upgrades. The Galaxy S27 Ultra is now said to rework how images are processed for a more natural look.
U.S. Fast-Tracked Deportation of Ecuadorean Politician Despite Torture Fears
The removal of José Serrano, a critic of President Daniel Noboa who has been accused of criminal activity, underscores how the Trump administration has asserted control over U.S. immigration courts.
Trump administration hits South Africa with new sanctions over alleged discrimination against whites
CAPE TOWN, South Africa (AP) — The Trump administration has announced that it will impose travel bans on officials it claims are responsible for discrimination against whites and other minority groups in South Africa. U.S. Secretary of State Marco Rubio said Tuesday he would revoke U.S. visas or reject visa applications from foreign nationals found […]
Breaking Lobos: Ryan Berryman Wants UNM to Define Albuquerque
This is a freelance story submitted by KC Smurthwaite, a consultant with Athletics Admin who specializes in the collegiate athletics space. If you’ve never been to Albuquerque, Ryan Berryman already has a pretty good idea of what might be on your New Mexico scouting report. “Sometimes all they know is they watched Breaking Bad one […]
Republican senator faults Trump vaccine policy for US measles deaths as panel weighs health nominees
The Republican chairman of the U.S. Senate health committee on Wednesday blamed the Trump administration's approach to vaccines for recent measles deaths in Pennsylvania and pressed the president's pick for surgeon general to state plainly that vaccines do not cause autism.