📰 HuggingFace - Build real agentic apps using CUGA: two dozen working examples on a lightweight harness


https://huggingface.co/blog/ibm-research/cuga-apps

📰 PyTorch - Serving DeepSeek-V4 on GB300 with SGLang: 5x Higher Throughput at the Same Interactivity Since Day-0
TL;DR: DeepSeek-V4 support was live in SGLang on Day-0, but the Day-0 stack was only the starting point. Since launch, we have coordinated a set of kernel, runtime, and hardening...

https://pytorch.org/blog/serving-deepseek-v4-on-gb300-with-sglang-5x-higher-throughput-at-the-same-interactivity-since-day-0/

🔓 HuggingFace - Experimenting with the proposed Cross-Origin Storage API in Transformers.js


https://huggingface.co/blog/cross-origin-storage

📰 Anthropic - Introducing Claude Tag


https://www.anthropic.com/news/introducing-claude-tag

📰 NVIDIA - Boost Inference Performance up to 15x on NVIDIA Blackwell Using DFlash Speculative Decoding
As AI systems move from single-turn interactions to coordinated multiagent workflows, low-latency inference becomes increasingly important.

https://developer.nvidia.com/blog/boost-inference-performance-up-to-15x-on-nvidia-blackwell-using-dflash-speculative-decoding/


📰 NVIDIA - How Telcos Build Autonomous Networks with Agentic AI
Telecom operators are adopting AI across network operations, customer care, and back-office workflows, but most are still early in the journey to autonomy.

https://developer.nvidia.com/blog/how-telcos-build-autonomous-networks-with-agentic-ai/

🆕 [HF Models] Qwen - Qwen-AgentWorld-35B-A3B


https://huggingface.co/Qwen/Qwen-AgentWorld-35B-A3B

🆕 [HF Models] inclusionAI - Sing-Guard-0.8b


https://huggingface.co/inclusionAI/Sing-Guard-0.8b

📰 HuggingFace - Accelerating Transformers Fine-Tuning with NVIDIA NeMo AutoModel


https://huggingface.co/blog/nvidia/accelerating-fine-tuning-nvidia-nemo-automodel

🔓 HuggingFace - Introducing the FFASR Leaderboard: Benchmarking ASR in the Real World


https://huggingface.co/blog/ffasr-leaderboard

🆕 [HF Models] ibm-granite - granite-vision-4.1-4b-GGUF


https://huggingface.co/ibm-granite/granite-vision-4.1-4b-GGUF

📰 Claude Blog - Building effective human-agent teams

https://claude.com/blog/building-effective-human-agent-teams


📰 Claude Blog - Agent identity in Claude Tag: a new access model for autonomous, team-wide AI

https://claude.com/blog/agent-identity-access-model


📰 Claude Blog - The full Claude Desktop experience on AWS, Google Cloud, and Microsoft Foundry

https://claude.com/blog/the-full-claude-desktop-experience-on-aws-google-cloud-and-microsoft-foundry

📰 Qwen Research - Qwen-AgentWorld: Language World Models for General Agents


https://qwen.ai/blog?id=qwen-agentworld

🔄 [GitHub Releases] flashinfer-ai/flashinfer - Release v0.6.13


https://github.com/flashinfer-ai/flashinfer/releases/tag/v0.6.13

🆕 [HF Models] LiquidAI - LFM2.5-230M

https://huggingface.co/LiquidAI/LFM2.5-230M


🔓 [HF Models] LiquidAI - LFM2.5-230M-GGUF

https://huggingface.co/LiquidAI/LFM2.5-230M-GGUF


🔓 [HF Models] LiquidAI - LFM2.5-230M-Base

https://huggingface.co/LiquidAI/LFM2.5-230M-Base

📰 PyTorch - TokenSpeed-Kernel: Portable APIs and High-Performance Kernels for Multi-Silicon LLM Inference
TL;DR The TokenSpeed-kernel is a standalone, open-source subsystem designed to solve backend complexity in LLM inference. It introduces a clean, layered API and registry system that decouples the high-level runtime...

https://pytorch.org/blog/lightseek-tokenspeed-kernel/

📰 HuggingFace - Which tokens does a hybrid model predict better?


https://huggingface.co/blog/allenai/hybrid-token-prediction


📰 HuggingFace - Run a vLLM Server on HF Jobs in One Command


https://huggingface.co/blog/vllm-jobs

📰 NVIDIA - Scaling AI Inference Across Multiple GPUs Using NVIDIA TensorRT with Multi-Device Inference Support
Generative AI workloads are rapidly outgrowing the memory and compute budget of single GPUs. For inference developers building media generation pipelines…

https://developer.nvidia.com/blog/scaling-ai-inference-across-multiple-gpus-using-nvidia-tensorrt-with-multi-device-inference-support/

🔓 [HF Models] nvidia - dlesym-v0-isccp-era5


https://huggingface.co/nvidia/dlesym-v0-isccp-era5

🆕 [HF Models] inclusionAI - Sing-Guard-0.8b-GGUF


https://huggingface.co/inclusionAI/Sing-Guard-0.8b-GGUF

🆕 [HF Models] Qwen - Qwen3-ForcedAligner-0.6B-hf

https://huggingface.co/Qwen/Qwen3-ForcedAligner-0.6B-hf


🆕 [HF Models] Qwen - Qwen3-ASR-0.6B-hf

https://huggingface.co/Qwen/Qwen3-ASR-0.6B-hf


🆕 [HF Models] Qwen - Qwen3-ASR-1.7B-hf

https://huggingface.co/Qwen/Qwen3-ASR-1.7B-hf

🆕 [GitHub Repos] orgs/NVIDIA - boro


https://github.com/NVIDIA/boro