AI agents need open standards to prevent fragmented ecosystem, researchers argue

Collaborative AI agents—autonomous systems capable of perceiving, planning, and taking action in digital environments—hold enormous potential to reshape industries. However, this promise is at risk due to the current trajectory toward isolated, incompatible implementations.

A position paper from researchers argues that without common standards, the agentic AI landscape will become splintered, limiting adoption and innovation. The authors present Web of Agents, a minimal architectural foundation designed to enable agents across different platforms to interoperate seamlessly.

Why interoperability matters#

As organizations race to deploy agentic systems, each is building largely in isolation. This creates a fragmented market where agents developed by different teams or organizations cannot easily communicate or collaborate. The researchers contend that establishing shared standards early is critical before incompatibility becomes entrenched.

Interoperability, they argue, is essential for achieving systems that are:

• Open — allowing participation across organizations and vendors
• Secure — with agreed-upon protocols for safe agent-to-agent interaction
• Web-scale — capable of functioning across distributed, heterogeneous networks
• Widely adopted — reducing barriers to entry and spurring broader use

The Web of Agents framework#

Rather than proposing radical new infrastructure, the framework emphasizes pragmatism by reusing existing standards and tools where feasible. It rests on four core components:

• Agent-to-agent messaging — enabling direct communication between agents
• Interaction interoperability — allowing agents to understand and respond to requests from different systems
• State management — coordinating shared information across agents
• Agent discovery — making it easy to locate and identify available agents

The authors position this as an initial, essential step toward preventing ecosystem lock-in before fragmentation becomes the default.