OneAdvanced built a UK-sovereign AI platform with 50-plus agents and self-hosted Llama models on AWS, targeting regulated customers with UK data controls.

AWS detailed how Thrad.ai built a multi-agent prospecting workflow with Strands Agents and Amazon Bedrock, highlighting orchestration tradeoffs for enterprise AI teams.

Anthropic ran a week-long internal marketplace with 69 AI agents; more capable models consistently negotiated better outcomes while weaker-model users never noticed.

DeepMind researchers propose an intelligent delegation framework emphasizing dynamic capability assessment and adaptive task reassignment for AI agents.