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- 1CERN and Mistral partner on AI models for physics▼CERN and Mistral partner to build AI foundation models for physics
CERN and French AI company Mistral have announced a partnership to build AI foundation models for physics research. The collaboration aims to apply large-scale machine learning to data from particle physics experiments, marking a notable pairing of a leading European research organisation with one of Europe's main AI firms. Further details on the scope and funding of the project have not yet been made public.
- 2Japanese researchers link high-calorie diets to synaptic decline●A team of researchers in Japan has found that a cognitive decline from a continued habit of eating high-calorie food is
Researchers in Japan report that cognitive decline caused by a continued habit of eating high-calorie food stems from abnormalities in the synapses, the junctions between nerve cells. The finding offers a biological explanation for how poor diet can impair brain function over time. The study is drawing attention for connecting everyday eating habits directly to changes at the cellular level in the brain.
- 3
Researchers have developed an engineered enzyme that could make it easier to detect HIV and other viruses, potentially improving the sensitivity and reliability of diagnostic tests. The advance, reported by science outlets, points to better tools for identifying viral infections earlier and more accurately. Details on the research team, institution, and testing timeline have not been provided.
- 4T0: A 256M-Parameter Open-Weights Time-Series Forecasting Model▼Show HN: T0: We trained a 256M SOTA open-weights time-series forecasting model
A team calling itself The Forecasting Company has released T0, a 256-million-parameter time-series forecasting model it says achieves state-of-the-art results, with open weights published on GitHub. The release invites developers and researchers to test and build on the model, and it is drawing attention as part of the growing wave of compact, openly available foundation models for prediction tasks.
- 5Cern and Mistral partner on new physics AI model Flare●Cern and Mistral partner to build ‘Flare’, a new AI model for physics
Cern, the European particle physics laboratory, and French AI startup Mistral have announced a partnership to develop 'Flare', a new artificial intelligence model for physics research. The collaboration pairs the lab's scientific expertise with Mistral's AI engineering. The announcement has drawn attention as public research institutions increasingly team up with private AI firms, and as Europe seeks homegrown AI capabilities.
- 6Researchers Revive WWII 'Ice Ship' Idea with Plant Crystals●During World War II, the British Royal Navy experimented with using ice reinforced with wood pulp to build an aircraft c
During World War II the British Royal Navy experimented with building an aircraft carrier from pykrete, ice reinforced with wood pulp. Researchers led by a team at the Hebrew University of Jerusalem have now extended that 1940s concept by adding plant-based crystals to the material, reviving interest in reinforced-ice construction.
- 7Researchers develop defense against hidden trigger words that endanger AI robots●Secret trigger words could make AI-powered robots dangerous—and these researchers developed a defense
Researchers at Binghamton University report that AI-powered robots can be manipulated by secret trigger words embedded in their systems, potentially making them behave in dangerous ways. The team has developed a defensive method designed to detect and block such hidden commands. The work highlights growing safety concerns around language-controlled robotics as these machines spread into homes and workplaces.
- 8Chemists unveil blueprint for designing powerful fluorescent disease-detection materials▼Chemists develop blueprint for designing powerful fluorescent materials for better disease detection
Chemists have developed a blueprint for designing powerful fluorescent materials that could improve disease detection. The framework is intended to guide the creation of brighter, more effective fluorescent compounds for medical diagnostics, potentially enabling earlier and more accurate identification of disease markers. Details of the research were published via EurekAlert!, though specifics of the team, institution, and target diseases were not provided.
- 9Scientists report reversing aging by reprogramming gene expression networks▼Reversing age by reprogramming gene expression networks
Researchers, including teams linked to Harvard's Wyss Institute, are reporting progress on reversing biological aging by reprogramming gene expression networks. The approach aims to reset older cells to a more youthful state without erasing their identity, a step that could eventually inform therapies for age-related diseases. The coverage is drawing attention for its implications for longevity research.
- 10
News reports highlight that quantum research is accelerating worldwide, with teams and companies pushing advances in quantum computing and related physics. Momentum in the field is drawing fresh attention as governments and industry invest in developing quantum technologies, though the specific breakthroughs prompting the coverage are not detailed.
- 11Lasers reconfigure soft electronics and robots▼Destroy to transform: Lasers reconfigure soft electronics and robots
Researchers report a laser-based technique that deliberately destroys and restructures materials so soft electronics and soft robots can be reconfigured into new forms. The approach, described in a newly publicised study, could allow flexible devices and machines to change function after fabrication rather than being fixed at manufacture. Details of the research team and institutions are not yet widely circulated.
- 12CERN and Mistral AI partner on Flare for collision physics▼CERN and Mistral AI to develop Flare for collision physics — TimesLIVE
CERN and French AI firm Mistral AI are developing Flare, an AI system to support collision physics research at the Large Hadron Collider, according to TimesLIVE. The partnership marks a notable step in applying European-built artificial intelligence to fundamental physics, and observers are weighing what it means for Europe's technology independence and the future of high-energy particle research.
- 13EigenOrbit Launches Open-Source Quantum Library eigenkit▼EigenOrbit Releases Open-Source eigenkit Quantum Computing Library
Quantum computing company EigenOrbit has released eigenkit, a new open-source software library for quantum computing. The announcement, reported by The Quantum Insider, makes the tools freely available to developers and researchers. The move positions EigenOrbit within the growing open-source quantum ecosystem, and could lower barriers for teams experimenting with quantum algorithms and workflows.
- 14CERN and Mistral AI Partner to Accelerate Science▼CERN, Mistral Team Up to Accelerate AI for Science
CERN and French AI firm Mistral have announced a partnership aimed at accelerating the use of artificial intelligence in scientific research. The collaboration is expected to bring advanced AI tools to fundamental physics, where CERN handles enormous datasets from its particle accelerators. Details of the agreement remain limited, but the move signals growing ties between big science facilities and the European AI industry.
- 15
A developer project called ECC, described as an agent harness performance optimization system, is trending on GitHub. It offers skills, instincts, memory, security features and research-first development workflows for AI coding tools including Claude Code, Codex, Opencode and Cursor. The JavaScript project is drawing developer interest as teams look to tune and improve how AI coding agents perform in real projects.
- 16
CERN has announced a partnership with French AI company Mistral to build a Large Physics Model, an AI system tailored to physics research. The project would apply large-scale machine learning to data from particle physics experiments. Details on funding, scope and timeline have not been widely reported yet, and the announcement is drawing attention for pairing a leading European research lab with one of Europe's most prominent AI startups.
- 17New Book of Nobel Laureate Conversations Draws Attention●Echoes of Discovery; Inspiring Conversations with Nobel Laureates and Other Luminaries by Istvan Hargittai & Magdolna Ha
Istvan Hargittai and Magdolna Hargittai, a Hungarian husband-and-wife research team, have authored 'Echoes of Discovery; Inspiring Conversations with Nobel Laureates and Other Luminaries', drawing on over two hundred in-depth interviews with Nobel laureates conducted across their careers. Early readers highlight the book as a rare window into how major scientific discoveries happen, told through the personal recollections of the scientists themselves.
- 18University of Alberta physicists honoured for role in IceCube neutrino project▼U of A physicists honoured to be part of Nobel winner Francis Halzen's IceCube Neutrino Observatory team
Physicists at the University of Alberta are being recognised for their contributions to the IceCube Neutrino Observatory, the Antarctica-based detector led by Francis Halzen, who has been honoured with a Nobel Prize. The university celebrated its researchers' part in the international collaboration, which detects neutrinos beneath the South Pole ice and has advanced understanding of high-energy cosmic particles.
- 19
A report on deep-sea exploration is drawing widespread attention, recounting what research teams recovered from the ocean floor. The material highlights how little of the deep ocean has been explored and the unusual discoveries scientists make on such expeditions, fueling public fascination with the mysteries of the deep sea.
- 20Illumina launches BioInsight unified software platform▼Illumina launches BioInsight Platform, its first unified software environment to help accelerate genomic and multiomic breakthroughs
Illumina has launched the BioInsight Platform, described as the company's first unified software environment, aimed at helping researchers and clinical teams accelerate genomic and multiomic breakthroughs. The announcement, issued via PR Newswire, positions the platform as a step toward consolidating Illumina's software tools for analyzing and interpreting large-scale biological data in genomics and related fields.
- 21Marketers expand ChatGPT use beyond copywriting●ChatGPT for marketing is moving far beyond one-click copywriting. Marketers can use it for customer research, campaign b
Marketers are using ChatGPT for far more than quick copywriting: customer research, campaign briefs, SEO, email, social content and repurposing existing material. Commentators note the strongest workflows still keep humans responsible for strategy, evidence and final judgment, with AI acting as support rather than replacement in marketing teams.
- 22Ivanti confirms active exploitation of Connect Secure flaw●🚨 Rapid Response: Ivanti Connect Secure Authentication Bypass (CVE-2026-104935) Ivanti confirms active exploitation of a
Ivanti has confirmed that a high-severity authentication bypass vulnerability in its Connect Secure product, tracked as CVE-2026-104935, is being actively exploited in the wild. The flaw, rated CVSS 8.6, allows unauthenticated attackers to execute arbitrary commands on affected appliances. Security researchers are urging administrators to apply patches and check systems for compromise immediately.
- 23Cisco Secure Email Gateway Zero-Day Actively Exploited●(diesec.com) Active Exploitation of Cisco Secure Email Gateway Zero-Day Vulnerability (CVE-2026-76519) Enables Root Acce
Security researchers report active exploitation of a critical zero-day vulnerability, tracked as CVE-2026-76519, in Cisco Secure Email Gateway. The flaw can reportedly be exploited by unauthenticated attackers to gain root access on affected appliances. Organizations running the gateway are being urged to review Cisco guidance and apply mitigations or patches as they become available.
- 24
A research team has developed a technology platform designed to help nonprofit organisations share resources with one another. The system aims to make it easier for charities and community groups to pool equipment, materials and services rather than working in isolation, potentially reducing costs and waste across the sector. Details about the team, the platform's features and its availability remain limited.
- 25AI-Assisted Attack Campaign Exploits PaperCut Vulnerabilities at Scale●(hunt.io) Unveiling an AI-Assisted Cyber Attack Campaign: Exploiting PaperCut NG/MF Vulnerabilities at Scale In brief -
Researchers at hunt.io have detailed a large-scale cyber attack campaign that appears to use AI assistance to exploit known vulnerabilities in PaperCut NG/MF print management software. The finding came after the discovery of an exposed orchestration server used by the attacker, revealing the scale and automation of the operation.
- 26Air Force Academy Cadets Study Human-Machine Teaming▼CADETS EXPLORE HUMAN-MACHINE TEAMING THROUGH HANDS-ON RESEARCH
Cadets at the United States Air Force Academy are taking part in hands-on research into human-machine teaming, exploring how people and autonomous systems can work together effectively. The academy highlighted the program as an example of how future officers are being prepared for a military increasingly shaped by robotics, artificial intelligence and manned-unmanned cooperation on and off the battlefield.
- 27Scientists Solve the Genetic Mystery of Orange Cats●🐈 NEWS: Two # research teams independently traced orange fur in # cats . Because females carry two X # chromosomes and i
Two research teams have independently identified the genetic basis of orange fur in domestic cats, ending a decades-long puzzle. The mutation affects a gene on the X chromosome. Because females carry two X chromosomes and randomly inactivate one in each cell, female cats carrying the mutation develop mottled calico and tortoiseshell coats, while the vast majority of orange tabby cats are male.
- 28Unit 42 details PEERSTITCH malware attacks on FortiManager●Unit 42 reveals how CL-STA-0954 deploys PEERSTITCH malware after a FortiManager breach, using FortiOS PEERSTITCH malware
Palo Alto Networks' Unit 42 researchers have published findings on how the threat group CL-STA-0954 exploited a FortiManager breach to deploy PEERSTITCH malware, using it to hijack Fortinet firewalls running FortiOS. The activity is tied to CVE-2024-47575. Security teams are being urged to review their FortiManager deployments and patch, as details of the technique spread through the cybersecurity community.
- 29US Researchers Turn to African Traditional Medicine for Pain Remedies●Allies in Africa: Team Turns to Traditional Medicine in Hunt for Pain Remedies
A research team from the University of Texas at Dallas is working with African partners to study traditional medicinal plants in the search for new pain treatments. The collaboration aims to document local healing knowledge and screen natural compounds for potential analgesics. Observers see it as part of a wider effort to combine indigenous medicine with modern drug discovery.
- 30
The Globus team has published a retrospective on GridFTP, the high-performance file transfer protocol developed for moving massive scientific datasets between research facilities. The piece traces the technology's evolution and its role in enabling data-intensive physics and other large-scale science, drawing interest from developers and researchers who still rely on fast bulk data movement.
- 31
Researchers have unveiled a tiny soft robot that can walk and grip objects without any motors, relying instead on soft, compliant mechanisms for its movement and actuation. The design points to simpler, lighter approaches in soft robotics, with potential uses in delicate manipulation and confined spaces. Details about the team, performance, and applications remain limited in early coverage.
- 32Palo Alto Networks patches actively exploited root RCE flaw in PAN-OS●🤖 CVE-2026-0322 (CVSS 8.6): authenticated RCE with root privileges in the PAN-OS management interface (PA-Series, VM-Ser
Security researchers are warning about CVE-2026-0322, a high-severity vulnerability (CVSS 8.6) in the PAN-OS management interface affecting PA-Series, VM-Series and Panorama appliances. The flaw allows authenticated attackers to execute code with root privileges and is reportedly being actively exploited, with no special configuration required. Patches are available for PAN-OS versions 10.2 through 12.2, and administrators are urged to update and restrict management access to trusted IPs.
- 33Directed assembly boosts efficiency of binary organic solar cells▼Directed assembly of cathode interlayers enables efficient binary organic solar cells
Researchers report in Nature that directed assembly of cathode interlayers enables more efficient binary organic solar cells. By controlling how the interlayer forms, the team improved charge extraction and overall power conversion in a simple two-component cell design. The work points to a cleaner, more precise route to building organic photovoltaics, a field watched closely for low-cost, flexible solar energy applications.
- 34Madeira emerges as a front line of ocean conservation▼On the front line of ocean conservation off Portugal's Madeira
Conservationists are working off the coast of Madeira, Portugal, to protect marine life in the Atlantic waters surrounding the archipelago. The Portuguese island has become a focal point for ocean protection efforts, with researchers and local teams monitoring species and habitats. Reports highlight both the region's ecological importance and the challenges of safeguarding it.
- 35Gray Swan relaunches AI red-teaming Arena contest for agentic era▼Exclusive: AI security company Gray Swan relaunches its red-teaming Arena contest for the era of AI agents
AI security company Gray Swan is relaunching its Arena contest, inviting researchers to stress-test AI systems through red-teaming challenges. The relaunch is aimed at the era of AI agents, reflecting growing concern that autonomous systems need tougher security scrutiny before widespread deployment. Fortune reported the news exclusively, positioning the competition as a community-driven way to surface vulnerabilities in increasingly agentic AI tools.
- 36OpenAI acquires Orchestra Bio to expand into biotech▼OpenAI acquires startup Orchestra Bio to beef up its biotech business
OpenAI has acquired the startup Orchestra Bio, a deal aimed at strengthening the company's position in biotechnology. The acquisition signals OpenAI's intent to apply its artificial intelligence capabilities to biological and health-related research beyond its core language-model business. Details on the purchase price and Orchestra Bio's team or technology have not been disclosed, and reactions from industry observers are still limited.
- 37Science podcast to record live episode on dinosaurs and ethology●Poditrices, Poditeurs 🦖🐦 Si vous n'êtes pas occupé·es à chercher des dinosaures mercredi 21 octobre au soir (20h30 UCT+2
The Podcast Science team has announced a live recording on Wednesday, October 21 at 8:30pm CET, inviting listeners not busy hunting dinosaurs to tune in. Guest Thibault Boehly will discuss his doctoral thesis spanning ethology and cognition, promising a conversation on animal behaviour and dinosaur-themed science for the show's regular audience.
- 38CERN and Mistral partner to accelerate AI for science●CERN and Mistral join forces to accelerate AI for science Article URL: https:// home.cern/cern-and-mistral-joi n-forces-
CERN has announced a partnership with French AI startup Mistral AI aimed at accelerating the use of artificial intelligence in scientific research. The collaboration, published on CERN's official site, is expected to apply Mistral's AI models and expertise to the particle physics laboratory's research needs. The announcement is drawing early attention from the tech community, where readers are following how open European AI companies are teaming up with major research institutions.
- 39Columbia University and Max Planck Society partner on fusion energy research▼Columbia University and Max Planck Society team up to advance fusion energy science
Columbia University and Germany's Max Planck Society have announced a partnership aimed at advancing fusion energy science. The collaboration brings together two leading research institutions to accelerate progress toward fusion as a potential clean energy source, joining a growing wave of international academic and industry efforts in the field.
- 40Physics-informed AI cuts errors in aneurysm flow reconstruction▼Physics-informed AI reduces errors in aneurysm flow reconstructions
Researchers report that a physics-informed artificial intelligence approach significantly reduces errors when reconstructing blood flow in aneurysms. By embedding physical laws into the AI model, the method produces more reliable flow simulations than standard data-driven techniques. The development could improve clinical assessment of aneurysm rupture risk, though details of the study team and results are not specified.
Repos
- JoasASantos/Offensive-Security-AI-Models Uncensored AI models or those fine-tuned for cybersecurity tasks.