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NVIDIA AI Releases Gated DeltaNet-2: A Linear Attention Layer That Decouples Erase and Write in the Delta Rule

Linear attention replaces the unbounded KV cache of softmax attention with a fixed-size recurrent state...

NVIDIA AI Releases Dynamo Snapshot: A CRIU-Based Fast Startup System for AI Inference on Kubernetes

In production inference deployments, demand fluctuates over time, requiring inference replicas to scale elastically. Cold-starting...

NVIDIA AI Just Released the Largest Open-Source Speech AI Dataset and State-of-the-Art Models for European Languages

Nvidia has taken a major leap in the development of multilingual speech AI, unveiling Granary...

NVIDIA AI Just Released cuda-oxide: An Experimental Rust-to-CUDA Compiler Backend that Compiles SIMT GPU Kernels Directly to PTX

NVIDIA AI researchers recently released cuda-oxide, an experimental compiler that allows developers to write CUDA...

NVIDIA AI Introduces TiDAR: A Hybrid Diffusion Autoregressive Architecture For High Throughput LLM Inference

How far can we push large language model speed by reusing “free” GPU compute, without...

NVIDIA AI Introduces AceReason-Nemotron for Advancing Math and Code Reasoning through Reinforcement Learning

Reasoning capabilities represent a fundamental component of AI systems. The introduction of OpenAI o1 sparked...

NVIDIA AI Introduce SpatialClaw: A Training-Free Agent That Treats Code as the Action Interface for Spatial Reasoning

NVIDIA Research has released SpatialClaw, a training-free framework for spatial reasoning. It targets a persistent...

NVIDIA AI Brings Nemotron-3-Nano-30B to NVFP4 with Quantization Aware Distillation (QAD) for Efficient Reasoning Inference

NVIDIA has released Nemotron-Nano-3-30B-A3B-NVFP4, a production checkpoint that runs a 30B parameter reasoning model in...

Now is a good time for doing crime

Eons ago, in 2012, I had a weird experience. My iPhone suddenly shut down. When...

NOVA: An Agentic Framework for Automated Histopathology Analysis and Discovery

arXiv:2511.11324v1 Announce Type: new Abstract: Digitized histopathology analysis involves complex, time-intensive workflows and specialized expertise...

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