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9 storiesPolicy
Japan plans AI data platform to accelerate materials development tenfold
Nikkei Asia reports that Japan’s trade ministry plans to create a manufacturer data-sharing platform using AI to speed new materials development by a factor of 10, potentially launching as soon as fiscal 2027.asia.nikkei.comInnovation
Paper proves a width-independent compression bound for deep neural networks
A new arXiv paper proves that certain deep, wide multilayer perceptrons can be represented by narrower networks without the compressed width depending on the original network’s width.arxiv.orgInnovation
Preprint proposes structured memory for medical AI agents
MSM-Mem gives medical AI agents semantic, episodic and visual memory so they can retrieve prior clinical experiences and refine future reasoning, according to a new arXiv preprint.arxiv.orgPolicy
Interfax-Ukraine reports UK-Ukraine declaration to build AI-enabled armed forces
Interfax-Ukraine reports that the United Kingdom and Ukraine have signed a non-binding declaration to cooperate on AI-enabled military capabilities, including co-developed models, secure data and computing, industry pilots, AI assurance, cybersecurity and synthetic data.en.interfax.com.uaIndustry
Newcode raises Series A and doubles Dublin team for legal AI expansion
Silicon Republic reports that Norwegian legal-AI start-up Newcode has increased total funding to €17 million and grown its Dublin team to 60 people as it plans further US expansion.siliconrepublic.comSecurity
CREST launches accreditation standard for firms testing AI systems
SecurityBrief Asia reports that CREST has launched an AI security-testing standard and accreditation for cybersecurity providers, covering models and the surrounding applications, data, tools and workflows.securitybrief.asiaProduct
Cursor launches Origin in early beta as an agent-focused Git hosting service
InfoQ reports that Cursor has launched Origin, a Git-based code-hosting service embedded in its AI coding editor. The early beta supports repositories, pull requests, code browsing and GitHub synchronization, but current documentation indicates that GitHub remains the source of truth for mirrored projects.infoq.comSecurity
Study finds benign reinforcement learning can increase language-model leakage of memorized private data
A new arXiv preprint reports that reinforcement learning on factual data containing no personal information made memorized email addresses easier to extract from tested language models.arxiv.orgSecurity
BanglaVeilGuard tests safety gaps across six forms of Bangla
A new paper introduces BanglaVeilGuard, a benchmark and lightweight prompt guard designed to test Bangla-language models across standard, Romanized, code-mixed, noisy and dialectal forms. The authors report sharply lower attack success in their evaluation, but also find that the guard over-refuses some benign…arxiv.org
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