The crisis sparked by the recent standoff between the Netherlands and China over chipmaker Nexperia underscores just how fragile the supply chain is and why dialog is vital to prevent disputes from spiraling, the head of Dutch technology giant ASML Holding NV said on Sunday.

تسلط المواجهة الأخيرة بين هولندا والصين بشأن شركة نيكسبيريا لصناعة الرقائق الضوء على هشاشة سلسلة التوريد العالمية. وأكد الرئيس التنفيذي لشركة ASML Holding NV على أهمية الحوار لمنع تصعيد مثل هذه النزاعات. هذه الحالة تبرز التوازن الدقيق في العلاقات الدولية ضمن القطاع التكنولوجي، وخاصة في صناعة أشباه الموصلات، التي تعتبر حيوية لمختلف الصناعات في جميع أنحاء العالم.

El reciente enfrentamiento entre los Países Bajos y China sobre el fabricante de chips Nexperia resalta la fragilidad de la cadena de suministro global. El CEO de ASML Holding NV enfatizó la importancia del diálogo para evitar que tales disputas se intensifiquen. Esta situación subraya el delicado equilibrio en las relaciones internacionales dentro del sector tecnológico, particularmente en la fabricación de semiconductores, que es crucial para diversas industrias en todo el mundo.

Le récent affrontement entre les Pays-Bas et la Chine concernant le fabricant de puces Nexperia met en lumière la fragilité de la chaîne d'approvisionnement mondiale. Le PDG d'ASML Holding NV a souligné l'importance du dialogue pour éviter que de tels différends ne s'intensifient. Cette situation souligne l'équilibre délicat des relations internationales dans le secteur technologique, en particulier dans la fabrication de semi-conducteurs, qui est cruciale pour diverses industries dans le monde entier.

The recent standoff between the Netherlands and China regarding chipmaker Nexperia highlights the fragility of the global supply chain. ASML Holding NV's CEO emphasized the importance of dialogue to prevent such disputes from escalating. This situation underscores the delicate balance in international relations within the technology sector, particularly in semiconductor manufacturing, which is crucial for various industries worldwide.

Nexperia Conflict Shows Dialog Key in Chip Sector, ASML CEO Says

Guardio is leveraging its experience building browser extensions and apps that scan for malicious and phishing sites to build a tool that looks for artifacts in code and websites made with vibe coding tools.

نجحت شركة Guardio الناشئة في مجال الأمن السيبراني في تأمين 80 مليون دولار من التمويل من ION Crossover Partners. تشتهر الشركة بخبرتها في تطوير إضافات المتصفح والتطبيقات التي تكشف عن المواقع الضارة والمحتالة. تخطط Guardio لاستخدام هذا التمويل لإنشاء أداة تبحث عن الآثار في الشيفرة والمواقع التي تم إنشاؤها باستخدام أدوات البرمجة vibe.

La startup de seguridad Guardio ha asegurado 80 millones de dólares en financiamiento de ION Crossover Partners. La empresa es conocida por su experiencia en el desarrollo de extensiones de navegador y aplicaciones que detectan sitios maliciosos y de phishing. Guardio planea utilizar estos fondos para crear una herramienta que identifique artefactos en el código y sitios web construidos con herramientas de codificación vibe.

La startup de sécurité Guardio a obtenu 80 millions de dollars de financement de la part d'ION Crossover Partners. Connue pour son expertise dans le développement d'extensions de navigateur et d'applications détectant les sites malveillants et de phishing, Guardio prévoit d'utiliser ce financement pour créer un outil identifiant les artefacts dans le code et les sites web construits avec des outils de codage vibe.

Security startup Guardio has secured $80 million in funding from ION Crossover Partners. The company is known for its expertise in developing browser extensions and applications that detect malicious and phishing websites. Guardio plans to utilize this funding to create a tool that identifies artifacts in code and websites built with vibe coding tools.

Security startup Guardio nabs $80M from ION Crossover Partners

A new artificial intelligence startup founded by the creators of <a href="https://opencv.org/">the world&#x27;s most widely used computer vision library</a> has emerged from stealth with technology that generates realistic human-centric videos up to five minutes long — a dramatic leap beyond the capabilities of rivals including OpenAI&#x27;s <a href="https://openai.com/sora/">Sora</a> and Google&#x27;s <a href="https://deepmind.google/models/veo/">Veo</a>.<a href="https://craftstory.com/">CraftStory</a>, which launched Tuesday with $2 million in funding, is introducing Model 2.0, a video generation system that addresses one of the most significant limitations plaguing the nascent AI video industry: duration. While OpenAI&#x27;s <a href="https://openai.com/index/sora-2/">Sora 2</a> tops out at 25 seconds and most competing models generate clips of 10 seconds or less, CraftStory&#x27;s system can produce continuous, coherent video performances that run as long as a typical YouTube tutorial or product demonstration.The breakthrough could unlock substantial commercial value for enterprises struggling to scale video production for training, marketing, and customer education — markets where brief AI-generated clips have proven inadequate despite their visual polish.&quot;If you really try to create a video with one of these video generation systems, you find that a lot of the times you want to implement a certain creative vision, and regardless of how detailed the instructions are, the systems basically ignore a part of your instructions,&quot; said Victor Erukhimov, CraftStory&#x27;s founder and CEO, in an exclusive interview with VentureBeat. &quot;We developed a system that can generate videos basically as long as you need them.&quot;<h3>How parallel processing solves the long-form video problem</h3>CraftStory&#x27;s advance rests on what the company describes as a parallelized diffusion architecture — a fundamentally different approach to how AI models generate video compared to the sequential methods employed by most competitors.Traditional video generation models work by running diffusion algorithms on increasingly large three-dimensional volumes where time represents the third axis. To generate a longer video, these models require proportionally larger networks, more training data, and significantly more computational resources.<a href="https://craftstory.com/">CraftStory</a> instead runs multiple smaller diffusion algorithms simultaneously across the entire duration of the video, with bidirectional constraints connecting them. &quot;The latter part of the video can influence the former part of the video too,&quot; Erukhimov explained. &quot;And this is pretty important, because if you do it one by one, then an artifact that appears in the first part propagates to the second one, and then it accumulates.&quot;Rather than generating eight seconds and then stitching on additional segments, CraftStory&#x27;s system processes all five minutes concurrently through interconnected diffusion processes.Crucially, CraftStory trained its model on proprietary footage rather than relying solely on internet-scraped videos. The company hired studios to shoot actors using high-frame-rate camera systems that capture crisp detail even in fast-moving elements like fingers — avoiding the motion blur inherent in standard 30-frames-per-second YouTube clips.&quot;What we showed is that you don&#x27;t need a lot of data and you don&#x27;t need a lot of training budget to create high quality videos,&quot; Erukhimov said. &quot;You just need high quality data.&quot;Model 2.0 currently operates as a video-to-video system: users upload a still image to animate and a &quot;driving video&quot; containing a person whose movements the AI will replicate. CraftStory provides preset driving videos shot with professional actors, who receive revenue shares when their motion data is used, or users can upload their own footage.The system generates 30-second clips at low resolution in approximately 15 minutes. An advanced lip-sync system synchronizes mouth movements to scripts or audio tracks, while gesture alignment algorithms ensure body language matches speech rhythm and emotional tone.<h3>Fighting a war chest battle with $2 million against billions</h3>CraftStory&#x27;s funding comes almost entirely from <a href="https://finance.yahoo.com/news/2-25-billion-exit-taught-130300997.html">Andrew Filev</a>, who sold his project management software company Wrike to Citrix for <a href="https://techcrunch.com/2021/01/19/citrix-is-acquiring-wrike-from-vista-for-2-25b/">$2.25 billion</a> in 2021 and now runs <a href="https://zencoder.ai/">Zencoder</a>, an AI coding company. The modest raise stands in stark contrast to the billions flowing into competing efforts — OpenAI has <a href="https://www.reuters.com/technology/artificial-intelligence/openai-closes-66-billion-funding-haul-valuation-157-billion-with-investment-2024-10-02/">raised over $6 billion</a> in its latest funding round alone.Erukhimov pushed back on the notion that massive capital is prerequisite for success. &quot;I don&#x27;t necessarily buy the thesis that compute is the path to success,&quot; he said. &quot;It definitely helps if you have compute. But if you raise a billion dollars on a PowerPoint, in the end, no one is happy, neither the founders nor the investors.&quot;Filev defended the David-versus-Goliath approach. &quot;When you invest in startups, you&#x27;re fundamentally betting on people,&quot; he said in an interview with VentureBeat. &quot;To paraphrase Margaret Mead: never underestimate what a small group of thoughtful, committed engineers and scientists can build.&quot;He argued that CraftStory benefits from a focused strategy. &quot;The big labs are in an arms race to build general-purpose video foundation models,&quot; Filev said. &quot;CraftStory is riding that wave and going very deep into a specific format: long-form, engaging, human-centric video.&quot;<h3>Why computer vision expertise matters in generative AI video</h3>Erukhimov&#x27;s credibility stems from his deep roots in computer vision rather than the transformer architectures that have dominated recent AI advances. He was an early contributor to <a href="https://opencv.org/">OpenCV</a> — the Open Source Computer Vision Library that has become the de facto standard for computer vision applications, with over <a href="https://github.com/opencv/opencv">84,000 stars on GitHub</a>.When Intel reduced its support for OpenCV in the mid-2000s, Erukhimov co-founded Itseez with the explicit goal of maintaining and advancing the library. The company expanded OpenCV significantly and pivoted toward automotive safety systems before Intel acquired it in 2016.Filev said this background is precisely what makes Erukhimov well-positioned for video generation. &quot;What people sometimes miss is that generative AI video isn&#x27;t just about the generative part. It&#x27;s about understanding motion, facial dynamics, temporal coherence, and how humans actually move,&quot; Filev said. &quot;Victor has spent his career mastering exactly those problems.&quot;<h3>Enterprise focus targets training videos and product demos</h3>While much of the public excitement around AI video generation has centered on creative tools for consumers, CraftStory is pursuing a decidedly enterprise-focused strategy.&quot;We are definitely thinking about B2B more than consumer,&quot; Erukhimov said. &quot;We&#x27;re thinking about companies, specifically software companies, being able to make cool training videos and product videos and launch videos.&quot;The logic is straightforward: corporate training, product tutorials, and customer education videos often run several minutes and require consistent quality throughout. A 10-second AI clip cannot effectively demonstrate how to use enterprise software or explain a complex product feature.&quot;If you need a longer-form video, then you should go with us,&quot; Erukhimov said. &quot;We can create up to five minutes, consistent video, high quality.&quot;Filev echoed this assessment. &quot;One huge gap in this market is the lack of models that can generate consistent videos over longer sequences — and that&#x27;s extremely important for real-world use,&quot; he said. &quot;If you&#x27;re creating a commercial for your company, a 10-second video, no matter how good it looks, just isn&#x27;t enough. You need 30 seconds, you need two minutes — you need more.&quot;The company anticipates cost savings for customers. Filev suggested that &quot;a small business owner could create content in minutes that previously would have cost $20,000 and taken two months to produce.&quot;CraftStory is also courting creative agencies that produce video content for corporate clients, with the value proposition centered on cost and speed: agencies can record an actor on camera and transform that footage into a finished AI video, rather than managing expensive multi-day shoots.The next major development on CraftStory&#x27;s roadmap is a text-to-video model that would allow users to generate long-form content directly from scripts. The team is also developing support for moving-camera scenarios, including the popular &quot;walk-and-talk&quot; format common in high-end advertising.<h3>Where CraftStory fits in a fragmented competitive landscape</h3>CraftStory enters a crowded and rapidly evolving market. OpenAI&#x27;s <a href="https://openai.com/index/sora-2/">Sora 2</a>, while not yet publicly available, has generated significant buzz. Google&#x27;s <a href="https://deepmind.google/models/veo/">Veo models</a> are advancing quickly. <a href="https://runwayml.com/">Runway</a>, <a href="https://pika.art/login">Pika</a>, and <a href="https://stability.ai/">Stability AI </a>all offer video generation tools with different capabilities.Erukhimov acknowledged the competitive pressure but emphasized that CraftStory serves a distinct niche focused on human-centric videos. He positioned rapid innovation and market capture as the company&#x27;s primary strategy rather than relying on technical moats.Filev sees the market fragmenting into distinct layers, with large tech companies serving as &quot;API providers of powerful, general-purpose generation models&quot; while specialized players like CraftStory focus on specific use cases. &quot;If the big players are building the engines, CraftStory is building the production studio and assembly line on top,&quot; he said.Model 2.0 is available now at app.craftstory.com/model-2.0, with the company offering early access to users and enterprises interested in testing the technology. Whether a lightly-funded startup can capture meaningful market share against deep-pocketed incumbents remains uncertain, but Erukhimov is characteristically confident about the opportunity ahead.&quot;AI-generated video will soon become the primary way companies communicate their stories,&quot; he said.

أطلقت CraftStory، وهي شركة ناشئة جديدة في مجال الذكاء الاصطناعي أسسها مبتكرو OpenCV، نظامًا لتوليد الفيديو قادرًا على إنتاج مقاطع فيديو واقعية تركز على الإنسان تصل مدتها إلى خمس دقائق. تتجاوز هذه التكنولوجيا بشكل كبير قدرات المنافسين مثل Sora من OpenAI وVeo من Google، الذين لديهم حدود زمنية أقصر. حصلت الشركة الناشئة على تمويل بقيمة مليوني دولار لدعم نهجها المبتكر في صناعة الفيديو بالذكاء الاصطناعي.

CraftStory, una nueva startup de IA fundada por los creadores de OpenCV, ha lanzado un sistema de generación de video capaz de producir videos realistas centrados en humanos de hasta cinco minutos de duración. Esta tecnología supera significativamente a competidores como Sora de OpenAI y Veo de Google, que tienen límites de duración más cortos. La startup ha asegurado 2 millones de dólares en financiamiento para apoyar su enfoque innovador en la industria de video de IA.

CraftStory, une nouvelle startup d'IA fondée par les créateurs d'OpenCV, a lancé un système de génération vidéo capable de produire des vidéos réalistes centrées sur l'humain d'une durée allant jusqu'à cinq minutes. Cette technologie surpasse considérablement les concurrents tels que Sora d'OpenAI et Veo de Google, qui ont des limites de durée plus courtes. La startup a sécurisé 2 millions de dollars de financement pour soutenir son approche innovante de l'industrie vidéo IA.

CraftStory, a new AI startup founded by the creators of OpenCV, has launched a video generation system capable of producing realistic human-centric videos up to five minutes long. This technology significantly outpaces competitors like OpenAI's Sora and Google's Veo, which have shorter duration limits. The startup has secured $2 million in funding to support its innovative approach to the AI video industry.

OpenCV founders launch AI video startup to take on OpenAI and Google

<a href="https://petapixel.com/2025/11/19/remote-cameras-may-have-captured-first-recorded-tool-use-by-a-wild-wolf/"><img width="1600" height="840" src="https://petapixel.com/assets/uploads/2025/11/wolve-tool-use.jpg" class="attachment-card-large size-card-large wp-post-image" alt="A wolf stands at the edge of a rocky shoreline, holding an orange and white fishing bobber in its mouth. A fishing net and additional gear are lying on the ground nearby. Rippling water is in the background." decoding="async" fetchpriority="high" /></a>Remote cameras have captured footage of wild wolves pulling crab traps out of the sea by their lines to eat the bait inside -- in the first evidence of possible tool use by the canines.
[<a href="https://petapixel.com/2025/11/19/remote-cameras-may-have-captured-first-recorded-tool-use-by-a-wild-wolf/">Read More</a>]

التقطت الكاميرات عن بُعد لقطات لذئاب برية تستخدم تقنية تتضمن سحب فخاخ السلطعون من البحر للوصول إلى الطعم داخلها. وهذا يمثل أول دليل موثق على استخدام محتمل للأدوات من قبل هذه الكلاب.

Cámaras remotas han grabado a lobos salvajes utilizando una técnica que consiste en sacar trampas de cangrejos del mar para acceder al cebo en su interior. Esto marca la primera evidencia documentada de un posible uso de herramientas por parte de estos caninos.

Des caméras à distance ont enregistré des loups sauvages utilisant une technique qui consiste à tirer des pièges à crabes de la mer pour accéder à l'appât à l'intérieur. Cela marque la première preuve documentée d'un potentiel usage d'outils par ces canidés.

Remote cameras have recorded wild wolves using a technique that involves pulling crab traps from the sea to access the bait inside. This marks the first documented evidence of potential tool use by these canines.

Remote Cameras May Have Captured First Recorded Tool Use by a Wild Wolf

The AI startup Firebird Inc. has received US government approval to export Nvidia Corp. chips to Armenia for a supercomputer project in the country, part of a global push to expand artificial intelligence infrastructure.

حصلت شركة Firebird Inc. الناشئة في مجال الذكاء الاصطناعي على موافقة الحكومة الأمريكية لتصدير شرائح Nvidia Corp. إلى أرمينيا، مما يسهل إنشاء مشروع حاسوب فائق في البلاد. تأتي هذه المبادرة كجزء من جهد عالمي أوسع لتعزيز بنية الذكاء الاصطناعي التحتية.

La startup de IA Firebird Inc. ha recibido la aprobación del gobierno de EE. UU. para exportar chips de Nvidia Corp. a Armenia, facilitando el establecimiento de un proyecto de supercomputadora en el país. Esta iniciativa forma parte de un esfuerzo global más amplio para mejorar la infraestructura de inteligencia artificial.

La startup d'IA Firebird Inc. a obtenu l'approbation du gouvernement américain pour exporter des puces de Nvidia Corp. en Arménie, facilitant ainsi l'établissement d'un projet de superordinateur dans le pays. Cette initiative s'inscrit dans un effort mondial plus large pour améliorer l'infrastructure de l'intelligence artificielle.

AI startup Firebird Inc. has obtained approval from the US government to export Nvidia Corp. chips to Armenia, facilitating the establishment of a supercomputer project in the country. This initiative is part of a broader global effort to enhance artificial intelligence infrastructure.

AI Startup Firebird Gets US Approval to Use Nvidia Chips in Armenian Data Center

Gesture of goodwill temporarily cools EU–China dispute that rattled global car supply chains.
The post <a href="https://www.techrepublic.com/article/news-netherlands-nexperia-chipmaker-control/">Netherlands Pauses Move to Seize Chinese-Owned Chipmaker Nexperia</a> appeared first on <a href="https://www.techrepublic.com">TechRepublic</a>.

أوقفت هولندا مؤقتًا جهودها للاستيلاء على شركة Nexperia لصناعة الرقائق المملوكة للصين، وهو إجراء يُعتبر بمثابة لفتة حسن نية تهدف إلى تهدئة التوترات في النزاع القائم بين الاتحاد الأوروبي والصين. تأتي هذه الخطوة وسط مخاوف بشأن تأثيرها على سلاسل الإمداد العالمية التي تأثرت بالفعل بنقص أشباه الموصلات.

Los Países Bajos han detenido temporalmente sus esfuerzos por apoderarse del fabricante de chips Nexperia, de propiedad china, un gesto que se considera como una buena voluntad para aliviar las tensiones en la disputa entre la UE y China. Esta decisión se produce en medio de preocupaciones sobre el impacto en las cadenas de suministro globales, que ya se han visto afectadas por la escasez de semiconductores.

Les Pays-Bas ont temporairement suspendu leurs efforts pour saisir le fabricant de puces Nexperia, détenu par des Chinois, un geste perçu comme une volonté d'apaiser les tensions dans le conflit en cours entre l'UE et la Chine. Cette décision intervient dans un contexte d'inquiétudes concernant l'impact sur les chaînes d'approvisionnement mondiales, déjà affectées par des pénuries de semi-conducteurs.

The Netherlands has temporarily halted its efforts to seize control of the Chinese-owned chipmaker Nexperia, a move seen as a gesture of goodwill aimed at easing tensions in the ongoing EU-China dispute. This decision comes amid concerns over the impact on global car supply chains, which have been affected by semiconductor shortages.

Netherlands Pauses Move to Seize Chinese-Owned Chipmaker Nexperia

استقال لاري سامرز من مجلس إدارة OpenAI، كما أفاد نيويورك تايمز. تأتي استقالته بعد التدقيق في اتصالاته السابقة مع المدان بجريمة الاعتداء الجنسي جيفري إبستين. تمثل هذه الخطوة انسحابًا كبيرًا لسامرز من الأدوار العامة وسط انتقادات متزايدة.

Larry Summers ha renunciado a la junta de OpenAI, según informa The New York Times. Su renuncia se produce tras el escrutinio sobre sus comunicaciones pasadas con el delincuente sexual condenado Jeffrey Epstein. Esta decisión marca un paso significativo en el retiro de Summers de los roles públicos en medio de una creciente crítica.

Larry Summers a démissionné du conseil d'administration d'OpenAI, selon le New York Times. Sa démission fait suite à un examen minutieux de ses communications passées avec le délinquant sexuel condamné Jeffrey Epstein. Cette décision marque un retrait significatif de Summers de ses rôles publics face à une critique croissante.

Larry Summers has resigned from the board of OpenAI, as reported by The New York Times. His resignation follows scrutiny over his past communications with convicted sex offender Jeffrey Epstein. This decision marks a significant step in Summers' withdrawal from public roles amid growing criticism.

Larry Summers Resigns From OpenAI’s Board

<A HREF="https://www.bloomberg.com/news/articles/2025-11-16/us-sanctions-propel-chinese-ai-prodigy-to-23-billion-fortune"><IMG VSPACE="4" HSPACE="4" BORDER="0" ALIGN="RIGHT" SRC="http://www.techmeme.com/251117/i2.jpg"></A>
<A HREF="http://www.techmeme.com/251117/p2#a251117p2" TITLE="Techmeme permalink"><IMG WIDTH=11 HEIGHT=12 SRC="http://www.techmeme.com/img/pml.png" STYLE="border:none;padding:0;margin:0;"></A> <A HREF="https://www.bloomberg.com/">Bloomberg</A>: 
<A HREF="https://www.bloomberg.com/news/articles/2025-11-16/us-sanctions-propel-chinese-ai-prodigy-to-23-billion-fortune">Chinese chipmaker Cambricon's revenue surged 500%+ in the past year and its stock jumped 765%+ in two years, as China pushes local chips amid US sanctions</A>&nbsp; &mdash;&nbsp; In 2019, Chen Tianshi was a long way from becoming one of the wealthiest people on the planet.&nbsp; &mdash;&nbsp; The largest customer &hellip;

أبلغت شركة كامبريكون الصينية لصناعة الرقائق عن زيادة مذهلة في إيراداتها بأكثر من 500% خلال العام الماضي، بالإضافة إلى ارتفاع سعر سهمها بأكثر من 765% على مدى عامين. تُعزى هذه الزيادة إلى دفع الصين لإنتاج الرقائق المحلية استجابةً للعقوبات الأمريكية. وضعت الصعود السريع للشركة مؤسسها، تشين تيانشي، بين أغنى الأشخاص في العالم، مما يعكس تحولًا كبيرًا في صناعة أشباه الموصلات وسط التوترات الجيوسياسية.

El fabricante de chips chino Cambricon ha reportado un aumento asombroso en sus ingresos de más del 500% en el último año, junto con un aumento en el precio de sus acciones de más del 765% en dos años. Este crecimiento se atribuye al impulso de China por la producción local de chips en respuesta a las sanciones de EE. UU. La rápida ascensión de la compañía ha posicionado a su fundador, Chen Tianshi, entre las personas más ricas del mundo, reflejando un cambio significativo en la industria de semiconductores en medio de tensiones geopolíticas.

Le fabricant de puces chinois Cambricon a enregistré une augmentation de chiffre d'affaires de plus de 500 % au cours de l'année écoulée, avec une hausse de son action de plus de 765 % en deux ans. Cette croissance est attribuée à l'initiative de la Chine de promouvoir la production locale de puces en réponse aux sanctions américaines. L'ascension rapide de l'entreprise a permis à son fondateur, Chen Tianshi, de figurer parmi les personnes les plus riches au monde, reflétant un changement significatif dans l'industrie des semi-conducteurs au milieu des tensions géopolitiques.

Chinese chipmaker Cambricon has reported a staggering revenue increase of over 500% in the past year, alongside a stock price surge of more than 765% over two years. This growth is attributed to China's push for local chip production in response to US sanctions. The company's rapid ascent has positioned its founder, Chen Tianshi, among the wealthiest individuals globally, reflecting a significant shift in the semiconductor industry amid geopolitical tensions.

Chinese chipmaker Cambricon's revenue surged 500%+ in the past year and its stock jumped 765%+ in two years, as China pushes local chips amid US sanctions (Bloomberg)

arXiv:2511.10658v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly used to extract structured information from free-text clinical records, but prior work often focuses on single tasks, limited models, and English-language reports. We evaluated 15 open-weight LLMs on pathology and radiology reports across six use cases, colorectal liver metastases, liver tumours, neurodegenerative diseases, soft-tissue tumours, melanomas, and sarcomas, at three institutes in the Netherlands, UK, and Czech Republic. Models included general-purpose and medical-specialised LLMs of various sizes, and six prompting strategies were compared: zero-shot, one-shot, few-shot, chain-of-thought, self-consistency, and prompt graph. Performance was assessed using task-appropriate metrics, with consensus rank aggregation and linear mixed-effects models quantifying variance. Top-ranked models achieved macro-average scores close to inter-rater agreement across tasks. Small-to-medium general-purpose models performed comparably to large models, while tiny and specialised models performed worse. Prompt graph and few-shot prompting improved performance by ~13%. Task-specific factors, including variable complexity and annotation variability, influenced results more than model size or prompting strategy. These findings show that open-weight LLMs can extract structured data from clinical reports across diseases, languages, and institutions, offering a scalable approach for clinical data curation.

تستخدم نماذج اللغة الكبيرة (LLMs) بشكل متزايد لاستخراج المعلومات المنظمة من السجلات السريرية. تم تقييم 15 نموذجًا مفتوح الوزن مؤخرًا، مع التركيز على تقارير علم الأمراض والأشعة عبر ست حالات استخدام، بما في ذلك النقائل الكبدية القولونية والأمراض التنكسية العصبية، في هولندا والمملكة المتحدة وجمهورية التشيك. قارن البحث استراتيجيات التحفيز المختلفة ووجد أن النماذج الأعلى حققت درجات متوسطة قريبة من اتفاقية المقيمين، مما يدل على فعاليتها في استخراج البيانات المنظمة.

Los grandes modelos de lenguaje (LLMs) se utilizan cada vez más para extraer información estructurada de los registros clínicos. Una evaluación reciente de 15 LLMs de peso abierto se centró en informes de patología y radiología en seis casos de uso, incluidos metástasis hepáticas colorrectales y enfermedades neurodegenerativas, realizada en los Países Bajos, el Reino Unido y la República Checa. El estudio comparó varias estrategias de solicitud y encontró que los mejores modelos lograron puntajes promedio cercanos al acuerdo entre evaluadores, lo que indica su efectividad en la extracción de d…

Les grands modèles de langage (LLMs) sont de plus en plus utilisés pour extraire des informations structurées des dossiers cliniques. Une récente évaluation de 15 LLMs à poids ouvert s'est concentrée sur des rapports de pathologie et de radiologie à travers six cas d'utilisation, y compris les métastases hépatiques colorectales et les maladies neurodégénératives, réalisée aux Pays-Bas, au Royaume-Uni et en République tchèque. L'étude a comparé diverses stratégies de sollicitation et a constaté que les meilleurs modèles atteignaient des scores moyens proches de l'accord inter-évaluateurs, indiq…

Large language models (LLMs) are increasingly utilized for extracting structured information from clinical records. A recent evaluation of 15 open-weight LLMs focused on pathology and radiology reports across six use cases, including colorectal liver metastases and neurodegenerative diseases, conducted in the Netherlands, UK, and Czech Republic. The study compared various prompting strategies and found that top models achieved macro-average scores close to inter-rater agreement, indicating their effectiveness in structured data extraction.

Evaluating Open-Weight Large Language Models for Structured Data Extraction from Narrative Medical Reports Across Multiple Use Cases and Languages

Meta Platforms Inc. warned of significant difficulties identifying and removing underage users as it prepares to comply with Australia’s world-first social media ban for under-16s next month.

أعربت شركة ميتا بلاتفورمز إنك عن صعوبات كبيرة في تحديد وإزالة المستخدمين القصر بينما تستعد للامتثال لحظر أستراليا على وسائل التواصل الاجتماعي للأشخاص دون سن 16 عامًا، والذي سيدخل حيز التنفيذ الشهر المقبل.

Meta Platforms Inc. ha expresado importantes dificultades para identificar y eliminar usuarios menores de edad mientras se prepara para cumplir con la próxima prohibición de Australia sobre el acceso a redes sociales para personas menores de 16 años, que entrará en vigor el próximo mes.

Meta Platforms Inc. a exprimé des difficultés significatives à identifier et à supprimer les utilisateurs mineurs alors qu'elle se prépare à se conformer à l'interdiction australienne d'accès aux réseaux sociaux pour les personnes de moins de 16 ans, qui entrera en vigueur le mois prochain.

Meta Platforms Inc. has expressed significant challenges in identifying and removing underage users as it prepares to comply with Australia's upcoming ban on social media access for individuals under 16 years old, set to take effect next month.

Meta Warns of Compliance Errors as Australian Under-16 Ban Nears

The European Union unveiled a sweeping plan to reduce digital regulation as the bloc strives to boost its competitiveness in artificial intelligence and aid local technology companies.

أعلنت الاتحاد الأوروبي عن خطة شاملة لتبسيط اللوائح الرقمية بهدف تعزيز القدرة التنافسية في قطاع الذكاء الاصطناعي ودعم الشركات التكنولوجية المحلية. تعكس هذه المبادرة التزام الاتحاد الأوروبي بتعزيز الابتكار وتقليل العقبات البيروقراطية أمام الشركات التكنولوجية.

La Unión Europea ha anunciado un plan integral para simplificar las regulaciones digitales con el objetivo de mejorar la competitividad en el sector de la inteligencia artificial y apoyar a las empresas tecnológicas locales. Esta iniciativa refleja el compromiso de la UE con la innovación y la reducción de obstáculos burocráticos para las empresas tecnológicas.

L'Union européenne a annoncé un plan complet visant à simplifier les réglementations numériques afin d'améliorer la compétitivité dans le secteur de l'intelligence artificielle et de soutenir les entreprises technologiques locales. Cette initiative reflète l'engagement de l'UE à favoriser l'innovation et à réduire les obstacles bureaucratiques pour les entreprises technologiques.

The European Union has announced a comprehensive plan to streamline digital regulations aimed at enhancing competitiveness in the artificial intelligence sector and supporting local tech companies. This initiative reflects the EU's commitment to fostering innovation and reducing bureaucratic hurdles for technology firms.

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