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Nvidia reported $96.2 billion in quarterly revenue, highlighting a strategic shift toward distributed edge AI infrastructure. The company aims to overcome power and cooling constraints in existing facilities by disaggregating high-density compute loads across multiple networked racks.
Z.ai has open-sourced GLM-5.3-Flash, a 320-billion parameter large language model capable of processing 1 million tokens, including video inputs. The model utilizes sparse and linear attention mechanisms to significantly reduce hardware overhead and operational costs compared to previous iterations.
Stability AI has secured $76 million in a new funding round backed by major record labels including Sony, Universal, and Warner, alongside AMD Ventures. The capital will support the development of generative AI tools for music production and game design, building on the company's existing diffusion transformer architecture.
HP Inc. reported third-quarter revenue of $15.68 billion, exceeding analyst expectations despite a 16% decline in Personal Systems shipments. The company raised its full-year earnings guidance while highlighting growth in its AI PC and Poly collaboration hardware segments.
Cisco and Nvidia have expanded their Secure AI Factory partnership to include liquid-cooled, rack-scale systems utilizing Supermicro hardware and Nvidia Blackwell GPUs. The initiative aims to transition enterprise AI infrastructure from a focus on GPU acquisition to continuous, optimized token production through integrated networking and management software.
Amazon Web Services has acquired DuckLabs, the developer of the open-source analytical database DuckDB, to integrate its high-performance, embeddable analytics into AWS services like S3 Tables and SageMaker Lakehouse. AWS has committed to maintaining DuckDB as an open-source project under the stewardship of the DuckDB Foundation.
AI security firm Alice, formerly known as ActiveFence, has raised $140 million in a funding round led by Apax Digital Funds. The company provides adversarial testing and security guardrails for AI models used by frontier labs and large enterprises to prevent jailbreaks and data leaks.
Solidigm, Supermicro, and Vast Data have introduced a new storage tier, G3.5, designed to offload KV cache from GPU memory to NVMe SSDs for agentic AI workloads. The architecture aims to reduce time-to-first-token latency by 20x and lower compute costs by optimizing data movement in large-scale inference environments.
Cisco and Nvidia have expanded their Secure AI Factory architecture to support rack-scale deployments with liquid cooling for systems exceeding 200 kilowatts. The updated framework integrates Nvidia Spectrum-X silicon with Cisco's Nexus One management plane and Cloud Control platform to support large-scale AI training and agentic operations.
Ropedia has launched the HOMIE Gen2, a head-mounted wearable device designed to capture synchronized 360-degree video, spatial audio, and motion metadata for training robotic AI models. The device aims to streamline data collection for physical AI by eliminating the need for lab-based capture rigs.
