As multi-agent systems grow complex, natural language alone isn't enough for coordination. Agents work better with a dedicated semantic layer, specialized protocols that let them negotiate and act precisely together.
As we're moving to more complexity with multiple agents, the next step is how can I have different agents that take different actions work together? So many people know about the term NLP for natural language processing. And so that's natural language, is human language. But agents can be much more efficient if they have their own language. And that's what we mean when we say the semantic layer. You need to have these protocols in which those agents can communicate with one another and can really negotiate so that they are helpful for the organizations that they represent.
