This paper displays an optimal fault-tolerant formation control method, which is applied to a heterogeneous multi-agent system(HMAS) consisting of multiple uncrewed ...

AI agent orchestration crosses a new threshold as Databricks open-sources Omnigent, a meta-harness that enforces stateful ...

This paper focuses on the problem of active defense and achieving asymptotic consensus control in hybrid multi-agent systems under network attacks. Considering the influence of Byzantine nodes, on the ...

In our opinion, XMPro’s Agentic AI inclusion highlights its design: the APEX orchestration plane and MAGS framework ...

A control plane has to be an overlay, not a replacement. It needs to inventory agents touching custom API calls and ...

When evaluated on held-out test data, the scaling framework predicted the optimal coordination strategy at 87%. According to Google: As foundational models like Gemini continue to advance, our ...

That would put Anthropic in a more direct fight with OpenAI and Microsoft — not just over model quality, but over the operating layer of AI agents.

Salesforce Agentforce multi-agent orchestration reached general availability on June 15, 2026. Atlas Reasoning Engine 3.0 ...

As artificial intelligence (AI) becomes more common in health care, from managing records to assisting with medication decisions, researchers at the Icahn School of Medicine at Mount Sinai are asking ...

I recently spoke with Chi Wang, a principal researcher at Microsoft and the creator of AutoGen, about the immense potential of multi-agent AI. Agents have been a cornerstone of human-computer ...

As AI-assisted coding becomes more common, a new pattern is emerging: multi-agent workflows. A multi-agent workflow refers to using various AI agents in parallel for specific software development life ...

AWS is doubling down on AI agents with the announcement of multiagent capabilities on its Amazon Bedrock platform. During his keynote at the AWS re:Invent conference, AWS CEO Matt Garman said ...