Epium | London

MGAs urged to bring shadow Artificial Intelligence under strict governance in 2026

Managing general agents are entering 2026 under pressure to harness generative Artificial Intelligence while imposing robust controls on shadow usage, data protection and regulatory compliance. The article argues that banning tools is unrealistic, and instead calls for structured governance frameworks that bring Artificial Intelligence out of the shadows.

CustomGPT.ai launches Document Analyst for business grounded document intelligence

CustomGPT.ai has introduced Document Analyst, an agentic feature that lets users upload files directly into chat and analyze them against a private business knowledge base, including support for both text and images. The tool targets use cases like compliance checks, contract review, financial analysis, and technical support while keeping data secure and tightly controlled.

Developers debate GPU memory snapshots, gVisor, and Firecracker virtualization

A Hacker News thread on GPU memory snapshots for sub-second startup quickly broadens into a comparison of Modal, Docker, Firecracker, gVisor, and Kata containers, with commenters dissecting performance, security, and GPU support tradeoffs. Participants also explore how these technologies affect workloads like large language models, sandboxed code execution, and trusted versus untrusted containers.

AMD outlines inference optimizations for Instinct MI355X GPU

AMD is highlighting new optimizations for its Instinct MI355X GPU aimed at accelerating modern large language model inference, particularly for reasoning and mixture of experts workloads. The company is focusing on both single node and distributed performance using its ATOM stack and support for frameworks like vLLM and SGLang.

Intel and Cisco scale artificial intelligence performance from data center to edge

Intel and Cisco are deepening a long-running partnership to deliver scalable artificial intelligence and data infrastructure, combining Cisco UCS platforms with Intel Xeon processors, Flex data center GPUs and accelerator engines. The collaboration targets everything from unified edge deployments and private 5G to industry-specific solutions in retail, manufacturing, healthcare, smart buildings and transportation.