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OpenRouter launches Jev Router for automated model selection
OpenRouter has introduced Jev Router, a new automated routing tool that uses the Jev model to select the most appropriate AI model and reasoning effort for each user request based on task difficulty.gigazine.netPolicy
Z.ai and Concordia AI release open-weight risk management framework
A new report proposes a six-stage lifecycle process to manage safety risks in open-weight AI models, emphasizing upstream training data curation and governance.scmp.comEnterprise
Qualcomm and Tarjama sign MOU to deploy Arabic‑language AI solutions
Qualcomm Technologies and Arabic‑language AI specialist Tarjama have signed a memorandum of understanding at LEAP 2026 in Riyadh to explore enterprise‑ready Arabic‑language AI deployments across the Middle East and North Africa.ua.newsPolicy
Ireland’s higher education minister seeks €300 million AI upskilling fund in budget
Higher Education Minister James Lawless is pushing for a five‑year €300 million artificial‑intelligence upskilling programme, proposing €60 million a year from the National Training Fund’s surplus.independent.ieProduct
Hypersoft Technologies launches unified AI platform for data science and ERP
Hyderabad‑based Hypersoft Technologies announced a proprietary AI platform that merges data‑science capabilities with enterprise‑resource‑planning functions, targeting finance, pharma and consulting firms worldwide.scanx.tradeIndustry
Humanos raises $3.2 million to build live risk scores for AI agents
Lisbon‑based startup Humanos announced a $3.2 million seed round to launch a continuously updated risk‑passport that scores AI agents in real time, aiming to help insurers, lenders and other financial providers assess an agent’s economic capacity.ascendants.inProduct
Fujitsu rolls out MONAKA AI server and CPU in November 2026
Fujitsu announced the launch of its MONAKA CPU and server line, targeting AI workloads and sovereign data‑center demand, with shipments slated to begin in November 2026.simplywall.stInnovation
Spectral feedback boosts protein diffusion model alignment
A new test‑time algorithm called Spectral Feedback lets protein diffusion models revisit and edit generated sequences, raising stable‑protein yields by up to 32% without retraining the model.arxiv.orgSecurity
Strategic self‑consistency could let AI providers overcharge users
A new arXiv paper demonstrates how AI service providers might inflate the number of reasoning paths generated by large language models to increase billing, while remaining undetectable to auditors.arxiv.org
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