Making agents think outside the familiar

Description and use

Eonrise expands AI agents’ capabilities by sourcing solutions from distant fields and enabling agents to build the tool itself

Problem

Reinventing the wheel when solutions exist in distant fields

Outcome

Agents expanded solution space, generating multi-step ideas and building the tool, demonstrating cross-disciplinary thinking

Workflow

• Identify problem in agent harness
• Create tool to search distant fields for solutions
• Explain problem and solution framing to agents
• Agents generate multiple ideas and steps
• Agents develop tool itself via compound effect
• Test tool on languages, art, etc.
• Deploy tool as skill for agents

Evidence

The agents I work with rejected the tool's output and called it noise

Source

The agents started coming up with not just one idea to solve the problem, but many, several steps ahead, like a game of chess

Source

I was even able to make them develop the tool itself, by asking them to find solutions related to the compound effect

Source