Large Language Models

New Muse Spark model upgrades Meta AI with multimodal input and parallel agents, and is expected to integrate across key Meta platforms such as WhatsApp, Instagram, and Facebook.

OpenAI launches GPT-5.4 with long-context support, improved reasoning, and enterprise-focused variants across ChatGPT, API, and Codex.

Gemini 3.1 Flash-Lite arrives in preview, offering faster throughput for translation, moderation, UI generation, and other large workloads.

MCP is rapidly transforming how AI agents interact with enterprise systems, opening up a new class of supply chain, identity, and governance risks that security teams can’t ignore.

Perplexity’s Model Council runs queries in parallel across multiple frontier models and synthesizes structured insights for enterprise users.

Modal now supports GLM-5 inference and deployment, enabling enterprise teams to test and integrate a large open-weights model via API and custom stacks.

Series E funding supports GPU capacity growth, model training, and enterprise deployment ambitions.

New deployment options prioritize data sovereignty and administrative control for corporate environments.

A $200 million, multi-year agreement expands Claude access across Snowflake’s platform and accelerates production use of governed, agent-based AI.

New model and managed tool framework target long-context reliability, autonomous workflows, and lower deployment overhead.

Integration to turn distributed and siloed data into more usable inputs for AI development, training, and production workloads.

Integration of Claude LLMs focuses on software modernization, agentification, and responsible AI practices.

Open-source AI application gains NIM microservices support for faster local LLM workflows

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