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Trump seeks to bring health-research funding under his control, Politico reports
President Donald Trump is seeking to bring a major part of national funding for health research under the control of his political appointees, Politico reported on Saturday. Trump has directed his b...
Trump Seeks to Bring Health-Research Funding Under His Control, Politico Reports
Sept 19 (Reuters) - U.S. President Donald Trump is seeking to bring a major part of national funding for health research under the control of his political appointees, Politico reported on Saturday. Trump has directed his budget director, Russ Vought, to draft an executive order to create a ...
Stewart Hagestad chases another Crump Cup title
Stewart Hagestad advances to the semifinals at the 101st Crump Cup as he seeks another title at Pine Valley.
Sunflower Troupe seeks Four Corners playwrights for 2027 short-play festival
Selected works will be performed next summer
Could Jaguars' TEs Make Big Impact Against Broncos?
The Jacksonville Jaguars are seeking another road victory in Denver this Sunday. Look out for the tight ends and running backs to make a big impact.
Blessing Health System to host hiring event for entry-level care roles Sept. 30
QUINCY — Blessing Health System will host its next Walk-In Wednesday hiring event from 4 to 5 p.m. on Sept. 30 in the Blessing Hospital Auditorium, targeting job seekers interested […]
Blessing Health System to host hiring event for entry-level care roles Sept. 30
QUINCY — Blessing Health System will host its next Walk-In Wednesday hiring event from 4 to 5 p.m. on Sept. 30 in the Blessing Hospital Auditorium, targeting job seekers interested […]
Democratic Gov. Katie Hobbs leans into a GOP-friendly message in battleground Arizona
Even as the political environment favors her party, Hobbs is focused on the middle as she seeks a second term in a state Trump won in 2024.
Lane Kiffin's Ole Miss return comes with a ruthless goal
After uprooting from Oxford to Baton Rouge, college football's most polarizing figure seeks revenge.
World’s largest economy joins Saudi Arabia, Turkey and Israel in battle for Red Sea influence as it lifts sanctions on Eritrea despite its role in Ethiopia war that killed 600,000
The United States has lifted sanctions on Eritrea imposed over its role in the deadly war in neighbouring Ethiopia, as Washington seeks to “advance US regional interests” in a country strategically positioned along the Red Sea
Nigerian-Canadian NBA executive backs $294 million sports and entertainment hub in Nairobi
A sports and entertainment investment group backed by Nigerian-Canadian NBA executive Masai Ujiri and Helios Sports & Entertainment Group is developing a $294 million multipurpose arena and entertainment district in Nairobi, as Kenya seeks to position its capital as a major destination for global events
When will Austin's COTALAND theme park open?
Thrill seekers, rejoice!
Sherrod Brown Tries a New Retort to Criticism on Transgender Issues
A spot from the Senate candidate in Ohio seeks to dismiss the Republican Party’s focus on transgender rights as a distraction from economic issues.
Rays Get Contributions From Entire Roster While Seeking Division Title
Richie Palacios, Cam Booser, Victor Mesa, Jr. and Cole Sulser have been enjoying productive Septembers in helping the Tampa Bay Rays' pursuit of an AL East crown.
Trump administration begins building border wall in Big Bend region of Texas
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 Trump to finish the wall.
Tarrant County Public Health is seeking your input. Here’s when and where
The health department will hold 14 community listening sessions this month to gather input from Tarrant County residents.
Louisville Democrat McGarvey seeks House leadership position
U.S. Rep. Morgan McGarvey seeks Democratic leadership position to represent House Democrats with five terms or fewer in Congress.
Authorities seek suspects after break-in, theft at Arden business
Authorities are investigating after several items were stolen in a breaking and entering incident at a business in Arden.
Authorities seek suspects after break-in, theft at Arden business
Authorities are investigating after several items were stolen in a breaking and entering incident at a business in Arden.
UA Trustees seek review of athletic program competitiveness
With Razorback football program failure becoming an obvious concern debated with varying degrees of vigor in many breakfast diners statewide, a member of the University of Arkansas Board of Trustees...
What’s GoiNg On in Sports?: Lane Kiffin returns to Ole Miss and the Saints seek a bounce back win
In the latest episode of What's GoiNg On in Sports? WGNO's Jared Paul Joseph and Meagan Glover preview LSU's primetime showdown against Ole Miss and discuss the New Orleans Saints heading into week two.
Russia Aims to Inject Chaos Into Elections, U.S. Intelligence Finds
The Kremlin is once again seeking to undermine confidence in American democracy with online influence campaigns, U.S. officials said.
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...
The SBA Might Change Small-Business Size Standards. Here's What Business Owners Need to Know
As the SBA seeks to redefine size standards, some companies argue that the proposal would render the "small business" definition as meaningless.
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.
Interview: Bishop Olson on the ‘racist and sinful rhetoric’ of a Texas politician
Bishop Olson responded to Bo French: “This is racist and sinful rhetoric that seeks to harm and to divide. It is disturbing that it comes from a candidate for public office. An apology is called for.”
James Talarico, Seeking Black Votes in Texas Senate Rate, Wins Crucial Endorsement
The Congressional Black Caucus’s political wing backed James Talarico, who defeated a Black opponent in the primary. He faces Ken Paxton, the Republican state attorney general, in November.
ResearchHub: An Answer to “Dysfunction” in Traditional Science Giving?
The platform, cofounded by cryptocurrency billionaire and philanthropy critic Brian Armstrong, aims to eliminate counterproductive incentives that scientists face in traditional grant seeking.
In 'If I Go Will They Miss Me,' a family seeks healing under the LAX flight path
Writer-director Walter Thompson-Hernández's feature film "If I Go Will They Miss Me" explores connection and healing under the LAX flight path | Talk 1370
In 'If I Go Will They Miss Me,' a family seeks healing under the LAX flight path
Writer-director Walter Thompson-Hernández's feature film "If I Go Will They Miss Me" explores connection and healing under the LAX flight path | WWL
In ‘If I Go Will They Miss Me,’ a family seeks healing under the LAX flight path
Writer-director Walter Thompson-Hernández's feature film "If I Go Will They Miss Me" explores connection and healing under the LAX flight path.
Engrams Embedding Entendre: Codesign for Efficient DRAM/SSD Offloading
Engram extends standard token embeddings with learned multi-token lookups. Recurring local patterns retrieve vectors directly, reducing the need to reconstruct them through attention and feed-forward layers. With Engram model architecture optimization, it allows for lower HBM capacity to be needed for models at the same quality. This does not mean there won’t be an insane demand for HBM but it just means that model architecture will continue to innovate around constraints. This model architecture design is naturally codesigned for parameter offloading: each token accesses a few embedding rows whose addresses depend on token IDs, not hidden states. The runtime can prefetch those rows from host DRAM while earlier layers compute, keeping the table outside HBM without transferring entire weight matrices. Our Memory model contains our latest estimates of quarter by quarter HBM, DRAM, & NAND supply and demand. Offloading frees HBM for model weights and KV cache, potentially supporting larger batches or more concurrent sessions. When DRAM becomes the next constraint, NVMe offers another tier. Recommendation systems already cache frequently or recently accessed embedding rows in faster memory while backing colder rows with SSDs. After NVIDIA roadmap had to change due to massively despec’ing Rubin Ultra from 1024GB to now ~200GB of HBM per chip, model architecture optimizations like emgram maybe helpful. Our DeepSeek-V4.1-Flash configuration uses roughly 189 GiB of memory for Engram. We replace it with a memory-mapped (mmap) file and measure serving performance with offload to SSD. Later on in our report, we will show our Engram offloading experiments along with the official InferenceX agentic inference serving results on Engram models like DeepSeekv4.1 Flash across all 6 NVIDIA GPU SKUs along with MI355X. Unsurprisingly, the CUDA Moat is still mogging MI355X on the ultra popular DeepSeekV4.1 Flash model. We also show how even on high capacity HBM SKUs, offloading emgrams to DRAM could result in even better performance for most of the pareto than keeping the emgram in HBM. Our benchmark has been widely reproduced, validated and/or supported by almost every major buyer of compute from Google Cloud to Microsoft Azure to Oracle, to Meta and many more. Furthermore, it has the support of the ML community including from vLLM, LMCache, SGLang, PyTorch, Huggingface and the support of major labs like OpenAI, MiniMax, ZAI, Qwen, Moonshot Kimi, etc. Star the InferenceX GitHub repository if you find the open-source benchmark and data useful!. InferenceX is the only inference benchmark in the world to have TPUv7, Jalapeño, Nvidia Rubin NVL72, AMD, and soon, SambaNova and Trainium. Due to how realistic AgentX scenario is to real world agentic inference workloads, AMD has committed to collaborating on MI455X UALoE72 too. DeepSeek did not release the original paper’s two trained Engram models. We replicated its setup on fineweb-edu using the released code and training hyperparameters, at an estimated 6E18 FLOPs per run. We observed the same U-shape scaling: Engram improved performance over pure MoE baselines. We also reproduced DeepSeek’s results, where earlier-layer representations with Engram resembled those of later layers. Like the original Engram paper, it is possible to probe Engram’s gate scores to see what n-grams DeepSeek-V4.1-Flash makes the most use of. Our gate scan finds names, code fragments, relational phrasing, and boilerplate. These examples prioritize interesting-ness over gate strength. One unexpected result was Wright : Ace Attorney. These examples suggest learned memory optimizes the training objective, not a judgment of which facts deserve storage. Licenses, bibliography fragments, API scaffolding, and website furniture can provide prediction shortcuts, so the value of additional Engram capacity may depend on what survives data preparation. This does not show that table capacity is “wasted”: the evaluation-corpus scan establishes neither training exposure nor the capacity occupied by each category. For offloading, strong gates do not identify cache-hot rows. Low gates do not automatically save reads either: computing the gate requires the retrieved key and undoes the performance gain of a fused kernel. Skipping reads would require a separate usefulness predictor before retrieval. In the original paper’s inference-time ablation, factual-knowledge benchmarks retained just 29–44% of their original performance, while reading comprehension retained 81–93%. This is due to the training–inference mismatch. The resulting degradation therefore measures this trained model’s dependence on Engram, not the performance difference between models trained with and without it. In our ablations, suppressing Engram worsens token likelihood across all evaluated domains, especially encyclopedia text and several code corpora. Surprisingly, GSM8K accuracy stays within measured run-to-run variation and removing Engram has no effect. Engram is not a detachable dictionary beside an unchanged MoE. Removing it changes downstream features and expert selection. We tested whether rerouting hurts or compensates by holding tokens fixed in a teacher-forced experiment on CRUXEval, a code-reasoning benchmark of small Python functions where the model predicts a function’s output from its code and an input, and scoring the reference answer. Removing Engram raised answer loss from 0.2848 to 0.3093 bits/token. Forcing the ablated model to use the original Engram-on expert choices made it worse still, at 0.3375 bits/token. Rerouting partially compensates for the missing memory. Memory features and expert selection work together, rather than following a clean “memory stores facts; experts reason” division. On the same CRUXeval, removing Engram during either phase reduced accuracy and increased generated tokens; removing it throughout produced the largest changes. Keeping Engram for prefill leads to more correct answers than keeping for decode likely due to semantically richer KV cache transferred to decode workers, allowing it to mitigate some of the performance loss. Engram’s table is large, but each lookup is small. DeepSeek-V4.1-Flash requests 24 rows at each of two Engram layers, about 12.4 KiB per processed token position across the model, or 3.1 KiB per GPU when split across four GPUs. Currently as of Day 7 since Model Release, MI355X is still 2-4x worse performance per dollar compared to B200 even when normalized by Mi355X’s lower TCO. Our full total cost of ownership breakdown comes from our AI Cloud TCO Model along with monthly market surveys of over 100+ gpu clouds & gpu cloud customers. On the Day 0 release of DeepSeekv4.1 Flash, NVIDIA vLLM works out of the box with zero issues across all 6 SKUs: H100, H200, B200, B300, GB200, GB300! This was thanks to the amazing work by the NVIDIA & Interact teams! In comparison, AMD vLLM did not work on day 0 for DeepSeekv4.1 Flash.Source: SemiAnalysis InferenceX AMD’s vLLM documentation points to using vllm/vllm-openai-rocm:deepseekv41-flash-0909, but from hour 0 of the model release to hour 23, AMD has not publicly released the image. AMD claims, “SPEED IS THE MOAT,” yet it has still not released it by the 23rd hour. We wish that, going forward, the AMD team has a better process for hour 0 model releases. Eventually when they did publicly release for “day 0” image support, performance-wise, it is currently up to 14.8x worse perf per dollar than H200 and up to 42x worse perf per dollar than B200/B300. The power of the CUDA MOAT is NVIDIA’s collaboration with its massive 6 million-developer community ecosystem including most of the vLLM & SGLang & Tokenspeed maintainers which means that CUDA is optimized on day 0. Overall, AMD did make significant improvements but the performance per dollar is still currently 2-4x worse than B200. AgentX Engram DRAM Offloading Improving Performance The HBM and DRAM offload use the same GPU kernel to select and dequantize rows. With HBM, it reads GPU memory; with Unified Virtual Addressing (UVA), it reads pinned host memory directly. Both support full decode graphs. Moving the table into HBM accelerates only the sparse lookup, leaving decoder computation and communication unchanged, resulting in little overall benefit while consuming memory otherwise available to KV cache. Another benefit of Engram offloaded to DRAM which means you can reduce the communication overhead by using less HBM GPUs per replica. For example, when enabling Engram offloading on B300, we are able to switch from TP4 to now TP2 which improves the pareto curve by up to 1.6x. When iso-model quality, less HBM is required as the engrams could be offloaded to host DRAM. Thus HBM bandwidth matters way more than HBM capacity. For inference workloads where memory bandwidth matters the most, 4-hi HBM provides the best $/bandwidth and therefore lowest cost per token. If China continues to make more and more revolutionary model architecture innovations, soon it could potentially 0Hi HBM stacks. [ ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) [ Long Live the Short King: Why 4-hi HBM Wins ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Myron Xie, Bryan Shan, and 3 others · Sep 13 [ Read full story ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Moreover, on B300 and week-0 stack, moving the Engram table back to HBM did not improve results and stay within run-to-run variance. This is a result of the work optimizing DRAM offload, such as async, and overlap. SSD Offloading On B200, we created a unoptimized vLLM fork and stored the Engram tables in memory-mapped files on local SSDs. File backing lets the OS reclaim table pages when other applications need RAM. Pages already cached in memory can be served without reading the SSD again. Furthermore, note that we were unable to turn on GDS The unoptimized SSD implementation changes how rows reach the GPU. It copies row IDs to the CPU, deduplicates them, gathers the requested rows into pinned buffers, copies those rows back to the GPU and dequantizes them. This work runs between segments of the GPU execution graph. Native UVA performs row selection and dequantization directly on the GPU, avoiding the CPU round trip. A warm filesystem cache removes physical SSD reads, but leaves the coordination, row gathering and transfers. This is why a file already cached in RAM can still perform worse than a pinned DRAM table. The comparison measures the whole serving path; it does not separate the time spent on each of these operations. B200 DRAM dominates both measured SSD serving curves in total tokens per dollar and P90 interactivity. Near 125 tokens/s/user, DRAM delivers 121 million total tokens per dollar versus 52 million for SSD. For production serving, SSD offloading is likely not worth the tradeoff. On the B200 configurations we measured, SSD offloading loses on both measures: every observed SSD point has a DRAM alternative that delivers higher P90 interactivity and more total tokens per dollar. The only points where Cheaper storage does not automatically produce a cheaper inference service. Moving Engram to SSD leaves the same four expensive GPUs and the rest of the server in place. Reclaiming RAM only creates an economic benefit if it enables a cheaper server configuration or additional useful capacity. The current unoptimized path provides neither benefit, and the filesystem cache still consumes RAM when table pages are resident. Next we will look at the mechanisms and specific implementation of ngrams from DeepSeekv4.1 Flash, LongCat, Qwen3.8 Flash Next.
Democratic Senators Reintroduce the Health Infrastructure Security and Accountability Act
On September 17, 2026, two Democratic Senators reintroduced the Health Infrastructure Security and Accountability Act, which seeks to improve A pair of Democratic Senators reintroduced the Health Infrastructure Security and Accountability Act, which seeks to increase healthcare cybersecurity standards. The bill calls for $1.3 billion in government investment to help healthcare organizations adopt the essential and enhanced HHS cybersecurity goals, including $800 million for rural and underserved hospitals.
Could Canada join the EU?
Mark Carney eyes up ‘associate membership’ status as Brussels seeks closer alignment on trade and security
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 […]
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.
South Dakota state senate candidate wants to give Lakota people hope
Celestine Stadnick, Oglala Lakota, seeks the South Dakota State Senate seat that serves the Pine Ridge Indian Reservation
Public health professor left Indiana; found fulfillment in New Mexico
A professor of public health moved from Indiana to New Mexico, seeking better weather and a fulfilling career. He loves his new life with more sun.
New framework outlines principles for health-literate artificial intelligence
Artificial intelligence is rapidly becoming part of how people seek, interpret, and act on health information.
Maryland Gov. Wes Moore seeks federal aid for businesses impacted by Empire Towers emergency
Short North business owner seeks more security after vandals destroy sign for third time
A Short North business owner is asking for more security after vandals tore down and shattered his storefront sign over the weekend, marking the third time his
Governor Moore seeks SBA loans for Glen Burnie businesses hit by Empire Towers shutdown
The governor said an SBA Economic Injury Disaster Loan declaration would provide critical financial recovery support for business affected by offering loans to cover operating expenses.
Dallas stabbing outside Bishop Arts business leaves man in coma
Dallas police are seeking video footage after 22-year-old Abraham Herrera was stabbed in the heart during a fight outside a Bishop Arts business, leaving him in a medically induced coma.
Final stretch: Science Hill JROTC nears $25,000 fundraising goal
Science Hill High School's Army JROTC program has raised about $21,096 toward a $25,000 fundraising goal, with 11 days remaining in its campaign as of Thursday afternoon. The program is also seeking a 10 to 15 passenger van to help transport cadets to competitions and community events.
Disney names insider Adam Smith as chairman of streaming business
Walt Disney on Thursday named insider Adam Smith chairman of its streaming business, as the company seeks to sharpen its focus across its direct-to-consumer platforms such as Disney+ and Hulu.
Pennsylvania seeks CDC help amid dispute over US measles deaths
The CDC and officials from the US state differ over how four deaths should be classified as cases continue to spread.
Disney names insider Adam Smith as chairman of streaming business
Sept 17 (Reuters) - Walt Disney on Thursday named insider Adam Smith chairman of its streaming business, as the company seeks to sharpen its focus across its direct-to-consumer platforms such as Disney+ and Hulu. • The company also named Joe Earley...
Disney names insider Adam Smith as chairman of streaming business
Sept 17 (Reuters) - Walt Disney on Thursday named insider Adam Smith chairman of its streaming business, as the company seeks to sharpen its focus across its direct-to-consumer platforms such as Disney+ and Hulu.
Disney names insider Adam Smith as chairman of streaming business
Sept 17 (Reuters) - Walt Disney on Thursday named insider Adam Smith chairman of its streaming business, as the company seeks to sharpen its focus across its direct-to-consumer platforms such as Disney+ and Hulu.
Disney names insider Adam Smith as chairman of streaming business
Sept 17 (Reuters) - Walt Disney on Thursday named insider Adam Smith chairman of its streaming business, as the company seeks to sharpen its focus across its direct-to-consumer platforms such as Disney+ and Hulu.
Disney names insider Adam Smith as chairman of streaming business
Walt Disney on Thursday named insider Adam Smith chairman of its streaming business, as the company seeks to sharpen its focus across its direct-to-consumer platforms such as Disney+ and Hulu.
Disney names insider Adam Smith as chairman of streaming business
Sept 17 (Reuters) - Walt Disney on Thursday named insider Adam Smith chairman of its streaming business, as the company seeks to sharpen its focus across its direct-to-consumer platforms such as Disney+ and Hulu. • The company also named Joe Earley...
Republicans seek daylight with Trump: From the Politics Desk
Plus, how AI concerns are — and aren’t — manifesting on the campaign trail.
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 […]
An emergent model of food and health
As more Islanders than ever seek food assistance, several local organizations have risen up to meet the demand in new ways. These emergent collaborative efforts have put the Vineyard on the map as a model for food systems that contribute to better health outcomes, according to experts in the field. The model is called “Food […]
HHS Seeks Public Input on Electromagnetic Fields and Wireless Radiation
HHS issued a Request for Information (RFI) calling on Americans, scientists, physicians, industry, and public health experts to submit evidence and information on the potential health effects of electromagnetic fields.
Romania's president nominates a new prime minister to break a political deadlock
BUCHAREST, Romania (AP) — Romanian President Nicusor Dan nominated Liberal European lawmaker Siegfried Muresan on Thursday to be prime minister as he seeks to end a monthslong political crisis after his previous two picks failed.
Frost: UCF's Loss Against Pittsburgh Was Team's First Test
Struggling against a physical Pitt defense, the Knights seek to rebound at home by unleashing an explosive ground game and refining their quarterback rotation before conference play.
Forward Party seeks emergency U.S. Supreme Court intervention to get candidates on Nov. ballots
The Forward Party of New Mexico is making a last-ditch effort to have their candidates for a handful of statewide races placed on New Mexico’s ballots before they are scheduled to be mailed out Friday. This story was originally published at New Mexico Political Report, a nonprofit news service covering politics and policy in the […]
September 17, 2026: IMPACT Collaboratory Seeks Applicants for 2027 Health Care Systems Scholars Program
The NIA IMPACT Collaboratory, a program to advance pragmatic clinical trials of interventions for people living with dementia and their care partners, has announced a request for applications for its […]
Homeplus seeks buyer for 67 stores, online business
South Korean troubled discount chain Homeplus said it has begun to seek a buyer for its remaining hypermarket operations, including 67 stores.
Congressman Beatty challenges closing of Kennedy Center afte...
Rep. Joyce Beatty is seeking an emergency court hearing to challenge the closure of the Kennedy Center after its partisan board voted to shut most of the venue ...
California wants to ban child marriage. Why are these civil rights groups trying to stop it?
Anyone under the age of 18 can get married in California. While lawmakers seek to restrict the practices, these liberal groups tried to block it.
Riverfront hotel closes for renovations just before Louder Than Life, Bourbon & Beyond
Sheraton Louisville Riverside Hotel closes ahead of Louder Than Life and Bourbon & Beyond festivals, forcing tens of thousands of attendees to seek alternative accommodations.
The Strange New Politics of AI. Plus. . .
It’s Thursday, September 17. This is The Front Page, your daily window into the world of The Free Press—and our take on the world at large. Today: Douglas Murray asks, why do we allow terrorists to die of old age? The American nonprofits backing Hamas. A conversation with Dara Horn and Coleman Hughes. And much more. But first: inside the unlikely coalition warning that AI may kill us all. Last week, an AI researcher named Jacob Coxon made headlines around the world after saying that he had resigned from Anthropic because he believes AI might cause human extinction—and his co-workers do, too. Unlike the rest of us, potentially, the story just won’t die. The Pro-Human Assembly, a conference held Tuesday in Washington, D.C., about the existential dangers of artificial intelligence, couldn’t have come at a better time—or with a more eclectic coalition. The Archbishop of San Francisco was there. So was Steve Bannon, screaming about the Chinese. Bernie Sanders did a quasi-dramatic reading of messages posted to an online forum by rogue AI agents. Ashley Judd paraphrased a graphic Andrea Dworkin quote for reasons that remain a mystery to me still. It was odd. People in the AI industry have talked openly about the possibility of this technology causing human extinction for years, but it hits differently in the wake of the Hugging Face incident. If you don’t know what that is, all the more reason to read my dispatch today. As the doomers see it, the best-case scenario is a future in which humans are basically kept as pets: well cared for, but with zero autonomy. The worst-case scenario, obviously, is the everyone dies thing. What should be done? I heard lots of ideas but no easy answers. There are currently zero federal regulations on AI, which is sort of strange even to think about. After all, we regulate microwaves, and the people running the microwave industry have never once refused to rule out the possibility that their products will end all human life on Earth. What I saw in D.C. left me even more convinced that you would be hard-pressed to find anyone who believes nothing should be done. You know, except for President Trump. — River Page River Page • Tech and Business [ The AI Doomers Have a Plan to Save Us. I Went to Find Out What It Is. ](https://www.thefp.com/p/the-ai-doomers-have-plan-save-bernie-sanders-bannon) Read story How Robert Kraft Made Macklemore a Martyr—and How to Better Fight Antisemitism On Monday, New England Patriots owner Robert Kraft and a group of other NFL owners banned Macklemore from performing at their stadiums after the rapper delivered a “Free Palestine” speech while opening for Ed Sheeran. Kraft cited the rapper’s “broader history of antisemitic rhetoric and imagery.” Once multiple venues refused to host shows with Macklemore on the lineup, the tour’s promoter officially dropped him. Today, Josh Kaplan says that the move was counterproductive, arguing that though well-intentioned, Kraft’s decision turned an irrelevant footnote into a martyr. “You cannot cancel people into liking you,” Josh writes. Read his column on what a better response to Macklemore would have looked like. Read [ Robert Kraft Made Macklemore a Martyr ](https://www.thefp.com/p/robert-kraft-made-macklemore-martyr-antisemitism-palestine) This raises the question: What actually works against antisemitism? On the latest episode of Conversations with Coleman, recorded in front of a live audience in New York, Dara Horn joins Coleman Hughes to talk about her new book The Final Solution to the Jewish Question. She argues that antisemitism is a script that has repeated itself across countries and ideologies, and that most people don’t understand that well enough to fight it. Don’t miss their conversation. Watch [ The Lie at the Center of Antisemitism, with Dara Horn ](https://www.thefp.com/p/the-lie-at-the-center-of-antisemitism-coleman-hughes-dana-horn) Listen now Douglas Murray • U.S. Politics [ Douglas Murray: The 9/11 Failure That Still Haunts America ](https://www.thefp.com/p/douglas-murray-911-failure-justice-terrorist-guantanamo-bay) Twenty-five years after the September 11 attacks, the men who planned them have still not faced trial. Khalid Sheikh Mohammed and most of the accused have been locked up in Guantanamo Bay since 2002. Judges have retired, and plea deals have collapsed. Today, Douglas Murray examines how this happened and argues that a justice system that allows terrorists to die of old age in an interminable pretrial process is one that has failed. Read his latest column on what that failure says about our unpreparedness for the era we are now living in. Read story The Editors • U.S. Politics [ When Nonprofits Support Terrorists ](https://www.thefp.com/p/when-nonprofits-support-terrorists) A newly declassified CIA brief from 1998 found that Osama bin Laden used nonprofit shell organizations—including U.S.-based Islamic groups—to fund his terror plots. Today, a similar story is unfolding as multiple organizations on American soil present themselves as nonprofits, taking advantage of tax-exempt status while seeking to advance the ideological mission of terrorist groups like Hamas. Read our editorial on the latest evidence of this dangerous trend—and why there’s no excuse for making the same mistake the CIA revealed 28 years ago. Read story Simon Sebag Montefiore and Bari Weiss Live in New York For decades, the Middle East has shaped American foreign policy and loomed large in the public consciousness. Few understand its influence on our politics better than Simon Sebag Montefiore, who argues that America’s quagmires in the Middle East stem from a deep misunderstanding of the region—on both the left and the right. Join him October 1 as he sits down with Bari Weiss live in New York City to kick off his U.S. book tour for The Cauldron: The Making of the Modern Middle East. Get Tickets Now MORE FROM THE FREE PRESS [ Sydney Sweeney’s Naked Truth ](https://www.thefp.com/p/sydney-sweeneys-naked-truth-caitlin-flanagan) Caitlin Flanagan Read story [ I Thought Ukraine Was Losing. Then I Was Almost Hit by a Russian Drone. ](https://www.thefp.com/p/elliot-ackerman-ukraine-drone-gas-station-train) Elliot Ackerman Read story [ The Dangerous Ideology Behind the AI Warnings ](https://www.thefp.com/p/dangerous-ideology-effective-altruism-artificial-intelligence) Shyam Sankar Read story [ Amanda Knox: Patrick Clancy Can’t Win ](https://www.thefp.com/p/amanda-knox-patrick-clancy-grief-internet-crime) Amanda Knox Read story THE NEWS The Federal Reserve raised interest rates by a quarter point, its first hike since 2023, signaling that another increase could follow as the central bank tries to bring inflation under control. President Donald Trump fired back by demanding that rates be cut sharply, though he stopped short of criticizing Fed Chair Kevin Warsh by name. The Houthis fired drones and missiles at Saudi Arabia on Wednesday, including a major oil port on the Red Sea, and Saudi jets struck back with air strikes across Yemen in an escalating front of the Middle East war. (For more on the Houthis, read Zineb Riboua’s column from earlier this week.) A sweeping Russia and Iran sanctions bill passed the House in a 262–159 vote and is now heading to Trump for his signature. Named after the late senator Lindsey Graham, the legislation would hit countries that purchase large volumes of Russian oil and gas with tariffs of up to 100 percent, and is aimed at cutting off revenue that funds Russia’s war in Ukraine. European Commission president Ursula von der Leyen proposed making Canada the European Union’s first-ever “associate member,” drawing a standing ovation from European lawmakers. The proposal, framed as a response to a world grown more hostile, faces an uncertain path as EU member states would have to approve it, and one diplomat said that “nobody really knows what it means.” The House voted unanimously to send billionaire Leon Black a criminal contempt referral after he defied a congressional subpoena to testify and hand over documents related to his connections to Jeffrey Epstein. Black chose to fight the subpoena in court rather than comply. Charlie Kirk’s family filed a wrongful death notice Wednesday against Utah Valley University, alleging that a series of security failures left him exposed to a rooftop sniper. The notice is a required legal step before the family can sue. Merriam-Webster added 1,400 words and definitions to its dictionary, including looksmaxxing, vibe coding, and cuffing season. The publisher said the new entries offer “a window into the world today.” The Free Press earns a commission from any purchases made through all book links in this article.
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Trump administration seeks to remove race, ethnicity questions from census
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Ukrainian defence tech seeks new ways to scale up
Since Russia's full-scale invasion in February 2022, Ukraine's defence sector has expanded several-fold, becoming a significant source of military innovation, especially in unmanned systems, counter-drone technologies, electronic warfare and AI-driven combat systems. But finding the funds and personnel to scale up and to reach international markets remains a challenge.Spurred on by the demands of the front-line, Ukrainian defence companies say they can develop a minor component in a couple of weeks, or major hardware or software solutions within a year. This is several times faster than the usual development cycles in the sector. Tencore, founded in 2024, is now one of Ukraine’s largest providers of unmanned ground vehicles, well exceeding the production of NATO members in this category. Odd Systems, a Ukrainian combat cameras developer founded in 2023, launched its first thermal camera in 2024. Less than two years later, it is developing the fourth generation of the product, one that has evolved into a full vision system.According to Michael Singer, managing partner at Verne Capital, a venture capital fund supporting defence companies in Europe, this speed is down to the short feedback loop between the developer and the end user. “Ukrainian companies develop technologies in close interaction with soldiers and military units, test them under real combat conditions and rapidly incorporate feedback into the next generation of the product,” he says. “Sometimes we need to react to feedback and deploy an upgrade within hours,” says Polina Tymchenko, the spokesperson for Himera, which develops electronic warfare-resistant walkie-talkies. “It means that, as a company, you have to have a higher tolerance for risk, and also design your products in a way that fosters those quick changes.”Getting a product deployed by a combat command involves no paperwork other than a purchase order, says Perry Boyle, co-founder and chief executive of Mits Capital, a Ukrainian-US investment group focused on attracting capital for Ukraine's defence tech sector. “New weapons can be developed and deployed based largely on handshakes.”Nevertheless, the speed of development is largely subject to the level of funding, says Iryna Sukhomlyn, head of business development at RMachine, a developer of unmanned ground systems. “Financial support needs to start much earlier, particularly at technology readiness level 3-5, not only when most of the technological risk has already been removed,” she says.In 2025, Ukrainian defence tech companies attracted about $129 million in investment, with the true figure likely higher given the share of undisclosed security-sensitive deals, according to a report published by the Kyiv School of Economics. These investments were primarily concentrated in the AI and software segment, as they are considered a lower financial risk.Scaling production is a major barrierAccording to Iryna Supruniuk, business development director at Odd Systems, proving a defence product in Ukraine is not the end of the development process, but the beginning of a continuous evolution, since operational requirements change rapidly. “Continuous iteration remains our highest priority,” she says.It's also when production must scale up, which represents a major hurdle. “Scaling production requires capital, manufacturing capacity, components, certification, procurement access and reliable supply chains,” Singer says. Scale-up is also hampered by demographic pressures, especially a shortage of young specialists needed to expand engineering teams. Companies have reported struggling to replace specialists lost due to Russian attacks, mobilisation and emigration. In order to meet this scale-up challenge and finance arms production, begun allowing defence technologies to be exported, assuming it has an excess capacity. It has also announced the creation of ten defence and weapons export centres across Europe by the end of 2026.According to Singer, a technology that has demonstrated its value under real combat conditions has a fundamentally different credibility than a product that has only been tested in a laboratory or training environment. But combat validation alone doesn’t automatically create an international business. “Companies still need access to foreign defence ministries and procurement organisations, international certification, financing for production scale-up and, in many cases, local industrial partners,” he says.Already in 2026, the EU has signed several agreements with Ukraine that aim at joint defence technology development and production. These include allowing Ukraine to join the European Defence Fund, signing a financing agreement under the European Defence Industry Programme, and setting up the EU-Ukraine Drone Alliance.For Singer, it is important that European defence companies don’t just see their Ukrainian partners as technology suppliers, but rather as potential innovation partners. “Ukrainian companies bring speed, operational experience and an exceptional ability to iterate. European partners can provide industrial capacity, capital, established supply chains and access to European procurement markets.”Procurement possibilitiesWhen it comes to exports, the procurement and compliance processes involved require time, taking months or even years, and money. In other words, resources that small defence tech companies need if they are to improve and scale up their technologies. According to Sukhomlyn of RMachine, if the priority is to rapidly increase available defence capabilities, then the processes need to reflect that urgency. “If Europe wants defence innovation at wartime speed, its administrative processes also need to operate much closer to wartime speed,” she says, highlighting a need for support with certification, market access and mutual recognition of relevant testing. “Otherwise, we risk having excellent technology available but spending years making it administratively eligible to be purchased.”Related articlesRussia widens targeting of European research centresEU must support research managers in central and eastern Europe, says Visegrad fund headThis is a lesson Europe’s defence sector would do well to learn, Singer says. “Defence innovation needs to be organised around the speed and requirements of the end user, not around the speed of the bureaucracy.”Supruniuk says the European defence sector should rethink the balance between quality and quantity. “In many cases, a good-enough system available in thousands of units creates greater operational value than a perfect system available in dozens.”“For decades, everyone has been looking for that all-powerful, exquisite system that can protect everyone,” adds Tymchenko. “We see in crime that only scalable, dedicated, affordable solutions can actually defend democracies.”
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