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213 published insights · page 9 of 12
NVIDIA Says Vera Rubin Raises Agentic AI Throughput per Megawatt
NVIDIA published AgentX benchmark results claiming Vera Rubin NVL72 delivers major throughput-per-megawatt gains for production-style agentic AI workloads compared with prior generations.
NVIDIA Puts Groq 3 LPX Into Full Production for Agentic AI Inference
NVIDIA says Groq 3 LPX is now in full production as an interactive inference accelerator for Vera Rubin, targeting extremely fast token generation for long-context and multi-step AI agents.
AWS Adds Managed Ray Capabilities to SageMaker HyperPod
AWS added managed Ray support to SageMaker HyperPod on EKS, combining KubeRay-compatible distributed Python workloads with HyperPod health monitoring, recovery and SageMaker Studio integrati...
NVIDIA Details Spectrum-X Multiplane Ethernet for Giga-Scale AI Clusters
NVIDIA detailed Spectrum-X Multiplane networking for very large AI clusters, combining adaptive routing, congestion control and NIC-level plane balancing.
NVIDIA Details BlueField-4 Scale-In Infrastructure for Agentic AI Factories
NVIDIA introduced Scale-In as a fifth AI-networking pillar, using BlueField-4, DOCA and Spectrum-X to offload security, storage, telemetry and access services from host CPUs.
OpenAI Brings GPT-5.6 Sol, Terra and Luna to Kiro for Agentic Development
OpenAI and AWS added GPT-5.6 Sol, Terra and Luna to Kiro, pairing the model family with structured requirements, design and long-running software-development workflows.
NVIDIA Vera CPU Targets the CPU Bottlenecks Behind Agentic AI Fleets
NVIDIA argues that agentic AI infrastructure needs strong single-thread CPU performance as well as concurrency because orchestration, tools and sandboxed code create highly variable workload...
Liquid AI and Artificial Analysis Launch Pipette for On-Device AI Benchmarking
Pipette is an open-source benchmarking platform for edge AI deployments, launching with 1,000+ model, quantization, runtime, device and context configurations plus reproducibility protocols.
Intel Details Diamond Rapids, Crescent Island and Wildcat Lake for Agentic AI
Intel used Hot Chips 2026 to detail a 256-core Xeon architecture, a 480GB air-cooled inference GPU and an 18A client SoC aimed at agentic AI from datacenters to edge devices.
MIT η-Learning Generates Plausible Extreme Events Without Examples
MIT's Extreme Event Aware η-learning generates statistically plausible rare-event maps even when the training subset contains few or no extreme examples.
IBM Reveals 2nm Dual-Architecture Processor for Z and LinuxONE
IBM previewed a 2nm processor whose cores are designed to execute IBM and Arm instruction sets while adding AI acceleration for future Z and LinuxONE systems.
AWS Adds Managed Ray Workflows to SageMaker HyperPod for Training and Inference
AWS has added a managed Ray experience to SageMaker HyperPod on EKS, including Studio-based cluster management, Ray observability, resilient training, tiered checkpointing and Ray Serve infe...
Google ADK Adds Native Evaluation for Live and Voice AI Agents
Google's Agent Development Kit now supports native live-agent evaluation with simulated audio users, multi-turn scoring, tool-trajectory checks and CI/CD automation for voice-agent regressio...
SLAC AI Compression Preserves Fine Scientific Data at 10–100× Smaller Size
SLAC researchers report a neural compression method that can shrink scientific datasets by roughly 10–100× while preserving fine-scale features and enabling selective decompression.
Apple IVT Cuts Visual Chain-of-Thought Latency by More Than 5×
Apple researchers introduce Internalized Visual Thinking, a post-training method that learns future visual representations during training while avoiding image generation at inference.
UK and Ukraine Sign Defence AI Partnership With Pilot-First Deployment
The UK and Ukraine signed a non-binding AI partnership covering co-developed models, secure data and compute, assurance, research and pilot-first defence deployment.
Anthropic CHIVE Tests LLM Explanations with Counterfactual Prompt Edits
Anthropic Fellows Program researchers introduced CHIVE, an agentic pipeline that discovers unexpected model behaviors and tests proposed explanations with measured counterfactual prompt edit...
Google DeepMind Expands Games Research From Atari to EVE Online
Google DeepMind is building on 15 years of game-based AI research by partnering with game developers to prototype new gameplay experiences and research environments.
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