🧠 An agent finds a listing announcement. What happens next?

PrivateAI has already faced this question while developing the Research Agent.

Several articles may describe the same event using different names. One mentions the company, another names its product, and a third refers only to the market or research area. The agent needs to understand that these texts belong to the same story.

❗️This is what the Semantic Layer helps with.

In simple terms, the Semantic Layer sits between the documents and the agent. It helps the agent select relevant information and connect references that describe the same company, product or event.

A future trading agent would need similar context. If it finds a post about an upcoming listing, it must identify the correct token, trace the post back to its source, distinguish a new announcement from an old repost and check whether the market has already reacted.

PrivateAI already uses this approach to process information with the Research Agent. In future releases, we can explore how the same context could support agents working with TheThing core terminal.

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