Amazon Quick brings unified AI to fragmented marketing data

OpenEnv, a tool for building agentic execution environments, is transitioning to community governance with a steering committee that includes Meta, Nvidia, Hugging Face, and others. The project is being repositioned as a protocol layer for standardizing how RL environments are published and consumed by agents, rather than dictating reward frameworks or training logic. This move aims to enable open source models to achieve the same training efficiency that frontier labs achieve by co-optimizing models with their execution harnesses.

AI agents deployed across enterprises fail to share corrections and learnings between team members, creating isolated versions of the same tool that never sync. Asana and other platforms are building shared memory architectures to solve this problem, but the challenge of storing, controlling, and maintaining consistency across multi-agent workflows remains largely unsolved. According to Asana research, 75% of knowledge workers use AI on the job, yet only 5% of companies report productivity gains, partly because agents lack enterprise context and shared learning.

NVIDIA and Doosan Group are expanding collaboration across physical AI, robotics, and AI factory infrastructure. The partnership integrates NVIDIA's accelerated computing platforms and AI frameworks with Doosan's industrial automation, power generation, and electronics materials capabilities. The work spans four Doosan business units and targets robotics advancement, AI data center power solutions, and next-generation PCB materials for accelerated systems.

Poke, a startup enabling AI agent interactions via text message, has received approval as the first AI agent on Apple's Messages for Business platform. The approval marks a significant step in integrating AI agents into Apple's business messaging infrastructure. This opens a new channel for businesses to deploy AI-powered customer interactions through a major platform.