8am☕Coffee

MBZUAI and G42 launch K2 Think, an AI model focused on reasoning capabilities. It aims to improve step-by-step problem solving and decision support for complex tasks across enterprise and research applications.

Fabric releases Orchestra, an AI platform designed to automate fulfillment operations end to end. The platform coordinates key tasks across the fulfillment chain to improve speed, accuracy, and scalability for e-commerce and retail teams.

Agent Factory connects AI agents, applications, and data using open standards such as MCP and A2A. The framework targets interoperability and easier orchestration for building multi-agent systems that integrate tools and services.

NVIDIA outlines a roadmap for AI-defined vehicles at IAA Mobility with “safety first, always” as the guiding principle. The approach centers on AI-driven capabilities for assisted and autonomous driving, continuous updates, and robust validation.

Concern grows that current LLM training encourages confident answers even when uncertain. The discussion focuses on calibration, hallucinations, and methods that allow models to represent and communicate uncertainty more reliably in real-world decision-making.