Reports
AI-generated structured vendor updates
AMD's Experimental Topological Ghost Protocol Boosts MI300X Inference 10x
AMD introduces experimental Topological Ghost Protocol (TGP) on MI300X GPUs, achieving 431 tokens/sec with 100% success in high-concurrency inference, 10x improvement over standard vLLM. TGP uses KV-cache recycling and segmented state management, still experimental but potentially redefining AI inference benchmarks.
CrowdStrike Capitalizes on 5x AIDR Growth to Enter Identity Security, Seizing AI Runtime Control Plane
CrowdStrike reports 5x growth in its AIDR product, expanding into identity security. AIDR monitors AI app data flows, detects prompt injection and model jailbreaks, and launches Shadow AI Discovery for Endpoint to auto-discover AI apps and LLM runtimes on endpoints. This signals a control plane shift from traditional endpoint detection to converged AI workload and identity security.
Check Point launches AI orchestration platform, acquires Deepchecks to dominate security control plane
Check Point unveils Agentic Network Security Orchestration Platform, converting static firewall rules to intent-based policies via a proprietary network knowledge graph. Acquires Deepchecks' LLM team for continuous evaluation and monitoring. Four modules: Intent-to-Policy, Zero Trust tightening, Autonomous Troubleshooting, Continuous Compliance.
OpenAI and Broadcom unveil Jalapeño inference ASIC to bypass NVIDIA GPU dependency
OpenAI and Broadcom launch Jalapeño, a custom ASIC for LLM inference, achieving tape-out in 9 months. OpenAI designs architecture, Broadcom provides networking, Celestica handles integration. Planned for large-scale deployment by end-2026 with gigawatt-scale datacenters, aiming to cut inference costs and reduce NVIDIA dependency.
Huawei Unveils AI-Centric Network with Token Monetization, UCM Caching Breaks Long-Context Barriers
At MWC Shanghai 2026, Huawei unveiled an AI-native network architecture integrating service, network, and compute, shifting from traffic-centric to intelligence-centric operations. The Unified Cache Manager (UCM) extends KV cache to petabyte-scale external storage, achieving 372% token throughput gains on GLM-5.1 at 128K sequence lengths. Token monetization frameworks and agentic operations enable carriers to charge for AI inference capacity and personalize services.
Qualcomm Dragonfly: 250-core CPU, HBC memory, UALink interconnects target AI inference TCO
Qualcomm unveils full data center portfolio: Dragonfly C1000 250-core Oryon CPU (>5GHz, PCIe Gen7, CXL), HBC near-memory compute (133TB/s Gen1, 18x-54x effective BW), AI300 inference accelerator (UALink/ESUN scale-up), and 800G/1.6T connectivity. Multi-year Meta CPU deal. Commercial sampling 2027-2028. Targets inference TCO with tokens-per-watt leadership.
OpenAI and Broadcom Unveil Jalapeno Inference ASIC, Reshaping AI Hardware Landscape
OpenAI, in collaboration with Broadcom, has developed Jalapeno, a custom LLM inference accelerator. The chip uses a multi-chip module with HBM3E memory and achieved tape-out in just nine months. Designed for OpenAI's model stack, it aims to reduce inference costs and dependency on NVIDIA GPUs, with initial deployment planned for late 2026.
Huawei and Hubei Mobile Validate AI Inference Acceleration: External KV Cache Boosts Throughput 372%
Huawei and Hubei Mobile completed the first operator AI inference acceleration trial, using OceanStor A800 storage and Ascend A3 supernode with UCM to externalize KV Cache to PB-level storage, achieving up to 372% TPS improvement for long-context inference on GLM-5.1 and MiniMax M2.5 models.
CrowdStrike Redefines AI Agent Identity Security with Continuous Authorization and SPIFFE
CrowdStrike launches Continuous Identity for AI Agents on the Falcon platform, using SPIFFE for verifiable identities and AIDR for real-time intent detection, enabling zero standing privileges and risk-aware dynamic authorization to replace static policies for AI agent access control.
Google and XREAL Launch Android XR Smart Glasses: AI Platform Control Shift Intensifies
Google and XREAL launch Project Aura, the first XR glasses running Android XR, Qualcomm's Reality Elite chip, and Gemini AI. This move aims to capture OS control in spatial computing via an open platform and AI integration, challenging Apple and Meta's closed ecosystems.
Fortinet FortiAIGate with NVIDIA Shifts AI Security Control to GPU-Accelerated Inline
Fortinet launches FortiAIGate integrating NVIDIA Blackwell GPU and Dynamo inference framework for inline AI workload protection across data center, cloud, and edge. Promises ultra-low latency, multi-tenancy, and data sovereignty compliance.
CrowdStrike Seizes AI Agent Identity Control Plane with Continuous Authorization
CrowdStrike launches Continuous Identity for AI Agents, leveraging SGNL acquisition, to replace static permissions with real-time, risk-based authorization via SPIFFE standards, positioning Falcon as the identity control plane for agentic enterprises.
NVIDIA's French AI Push: Open Models as a Trojan Horse for Hardware Lock-in
NVIDIA partners with French entities to deploy GB200, Blackwell B300, and Vera Rubin NVL72 systems, while promoting the Nemotron open model coalition. This builds an NVIDIA-centric AI infrastructure ecosystem in Europe, masking hardware lock-in with open model rhetoric.
HPE Consolidates Morpheus & GreenLake into Unified Agentic Control Plane for Hybrid Cloud and AI
HPE integrates Morpheus software into GreenLake, delivering a unified agentic orchestration and control plane for AI factories and traditional workloads. GreenLake Intelligence advances agentic AIOps, with partnerships with ServiceNow and Citrix, aiming to reduce virtualization costs and simplify hybrid cloud operations under a single operating model.
NVIDIA ACE Goes Local: Control Shifts from Cloud to RTX GPU for Game AI
NVIDIA launches ACE Game Agent SDK (open-source C/C++ framework) and UE5 plugins (ASR/SLM/TTS), moving AI NPC inference fully on-device via GeForce RTX. DLSS 4.5 plugin adds multi-frame generation. This shifts control from cloud providers to NVIDIA GPU ecosystem, but masks hardware lock-in and local model limitations.
AMD MLPerf 6.0: MI350 GPUs Achieve 3.5x Leap with MXFP4, Debut Multi-Node Training
AMD submitted its most comprehensive MLPerf Training 6.0 results, including first multi-node training (FLUX.1 on 512 GPUs) and MXFP4 training recipe. MI355X delivers 3.5x generational leap over MI300X on Llama 2-70B, within 5% of NVIDIA B200. 10 ecosystem partners validated reproducibility.
NVIDIA Blackwell Sweeps MLPerf: NVLink and NVFP4 Redefine AI Training Economics
NVIDIA Blackwell dominates MLPerf Training 6.0, submitting across all seven benchmarks including MoE workloads. GB300 NVL72 delivers up to 1.6x faster training than GB200, with fifth-gen NVLink unifying 72 GPUs as one giant GPU. NVFP4 low-precision training and massive scale (8,192 GPUs) set new industry standards.
SiMa.ai Palette Neat: Natural-Language Agentic Environment Dismantles NVIDIA's GPU Moat
SiMa.ai launches open-source Palette Neat, an agentic development environment for Physical AI, paired with its sub-10W Modalix SoM. It uses natural language to abstract compute complexity, slashing dev cycles from months to days. Pin-compatible with NVIDIA SoM, it targets breaking the GPU ecosystem lock-in.
CrowdStrike Reimagines AI Agent Security with SPIFFE-Based Continuous Authorization
CrowdStrike launches Continuous Identity for AI Agents, using SPIFFE to issue verifiable identities to each agent. It enforces real-time authorization based on owner, caller, and device risk, eliminates standing privileges, and maintains context across delegation. Falcon AI monitors prompts for intent abuse.
CrowdStrike Continuous Identity for AI Agents Shifts Control Plane
At Identiverse 2026, CrowdStrike launched Continuous Identity for AI Agents, a Falcon Next-Gen Identity Security capability. Using SPIFFE for verifiable agent identity, it dynamically grants/revokes access based on real-time risk, eliminates standing privileges, and integrates with Falcon AIDR to detect privilege misuse, shifting the identity control plane from static policies to continuous risk assessment.