Rafay Systems has launched a robust Token Router, enhancing AI inference efficiency and enabling better control over spending for enterprises and neoclouds.

In a groundbreaking development, ARIA and Lumai have deployed advanced optical compute technology aimed at drastically reducing data center power consumption and enhancing AI capabilities.

The Cloudflare Workers AI leak affected 155 responses from the GLM-5.3 model between August 27 and September 9, 2026, and each one contained data from other customers' requests. Cloudflare disclosed it in a post-mortem on October 26. The cause was a configuration mismatch that set off a bug in SGLang, the open-source engine that serves the model. The Cloudflare Workers AI leak matters to anyone who sends member data, donor notes or draft content to a hosted AI API.

Hammerhead AI appoints former Twilio CRO Bobby Napiltonia as President to bolster partnerships and scale AI inference capacity using existing resources.

Rivvor introduces the Valen™ Edge Series, a revolutionary wireless compute system for AI inference, showcased live at the 2026 OCP Summit.

The global AI inference software market is set to grow from $118.59 billion in 2025 to $545.33 billion by 2034, driven by increased enterprise adoption and performance optimization.

d-Matrix has introduced the Squadron, a cutting-edge compute cluster designed for efficient AI inference, delivering unprecedented speed and energy efficiency.

MLPerf Inference v6.1, released by MLCommons on September 16, 2026, added a test that times a full retrieval-augmented generation (RAG) pipeline. That is the same kind of system behind an association knowledge base or an AI site search. A record 30 organizations submitted results. The round also added an Edge Agentic Inference test for small local machines and listed five new chips.

VIAVI Solutions has launched the CyberFlood CF50, an ultra-lightweight, efficient platform for enterprise-scale testing in security applications and AI inference, ensuring optimal performance.

Huawei's OceanStor M900 Context Memory Storage promises to revolutionize AI inference in hyperscale data centers by providing enhanced memory capabilities.

Huawei's latest innovation, OceanStor M900 Context Memory Storage, aims to enhance AI inference across hyperscale data centers, providing unprecedented speed and efficiency.

Huawei has launched the OceanStor M900, a Context Memory Storage solution aimed at transforming AI inference in hyperscale datacenters, enhancing performance and scalability.

Huawei's new OceanStor M900 Context Memory Storage promises to enhance AI inference performance in hyperscale data centers with unprecedented capacity and speed.

Huawei has introduced the OceanStor M900, a cutting-edge memory storage solution aimed at enhancing AI inference speeds in hyperscale data centers, marking a new era in AI infrastructure.

Huawei has introduced the OceanStor M900 Context Memory Storage, designed to accelerate AI inference in hyperscale data centers with a shared memory space and remarkable performance.

Huawei has officially introduced its OceanStor M900 Context Memory Storage, designed to enhance AI inference in hyper-scale data centers, promoting efficient resource collaboration.

Huawei has launched OceanStor M900 Context Memory Storage to enhance AI inference in hyperscale data centers. This new solution offers impressive capacity and performance.

Huawei has unveiled its OceanStor M900 Context Memory Storage, aiming to enhance AI inference capabilities in massive data centers, offering impressive performance.

Tencent Cloud has been recognized as a leader in the IDC MarketScape for managed edge services, showcasing its innovative technologies and AI capabilities for global enterprises.

Discover how d-Matrix's partnership with NVIDIA revolutionizes AI inference through NVLink Fusion technology, enabling ultra-low latency and high performance.

In just 10 weeks since its debut, OrcaRouter is poised to achieve a $10 million revenue run-rate, showcasing significant growth in AI model routing.

Picking hardware for AI agents is mostly a memory problem, not a math problem. The instinct is to shop for raw speed and compare the teraFLOPS number on the box. In practice, the things that decide whether a model runs at all, and how fast it answers, are how much memory the machine has and how quickly it can move data through that memory.

SAIHEAT has officially merged with Canopy Wave to establish a powerful AI inference platform targeting enterprise needs in AI workloads. This strategic move reshapes the landscape.

AIC presents innovative memory storage solutions, featuring advanced AI inference technology, at FMS 2026. Discover their groundbreaking context memory platforms.

AIC will showcase its advanced context memory and AI inference storage solutions at FMS 2026, providing critical infrastructure for AI workloads.