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An arXiv preprint reports that simulated automatic speech-recognition errors can make embodied AI systems more likely to accept harmful instructions, generate unsafe plans and execute them in benchmark scenarios.
A new arXiv preprint proposes Token-Budget Distillation, a fine-tuning method intended to retain the semantic behavior of video vision-language models after aggressive visual-token compression.
DeepSeek has published DeepSeek-V4-Flash-Vision-Exp, an experimental multimodal model that adds visual modules to its V4-Flash architecture and reports improved performance on several visual-agent benchmarks.
A research team reports that its Report Supervision framework uses routine radiology reports to supplement scarce 3D tumor masks, improving AI segmentation of kidney and pancreatic tumors by up to 15% against mask-only training.
The Korea Herald reports that a Naver Cloud-led consortium won a South Korean government project to develop a sovereign cybersecurity AI foundation model.
A new arXiv preprint describes LUCID, an LLM-agent framework that dynamically reconfigures robot trajectories and uplink resources inside a digital-twin environment as operator goals, robot counts and wireless conditions change.
A new arXiv preprint describes MaCoPlanner, a framework that converts equipment manuals into structured knowledge, uses an LLM to generate task plans, and symbolically checks those plans before robotic actuation. In simulator experiments, the authors report higher task success and a 2.7% final violation rate, while…
The Cloud Security Alliance says AI is now both an attack enabler and a security target in its 2026 survey of major cloud threats.
A survey accepted as an EMNLP-2026 main-conference paper organizes AI-alignment research around preference diversity, alignment priorities and temporal dynamics.
A revised arXiv study argues that the small learnable vectors inside LLM normalization layers have a larger effect on training than their parameter count suggests. The authors report lower training loss from several lightweight changes across dense and mixture-of-experts models, but the abstract does not provide…
TechNode reports that MiniMax increased the maximum value of a three-year Alibaba Cloud agreement by 220%, to $1.2 billion, for resources supporting AI model training and inference. The underlying filing was not provided in the source and has not been independently confirmed.
GitHub says it will gradually reopen Copilot Business and Enterprise signups while changing payment requirements for credit-card and PayPal customers.
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