EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery
What this work does
Coordinates existing CLI agents through permission boundaries, persistent artifacts, execution budgets and human supervision interfaces.
Connection to discovery
A concrete harness baseline for testing whether reliable state, evaluators and budget handling explain improvements attributed to agent intelligence.
Evidence
Inspected the separation of hidden evaluation services from editable workspaces and continuation from shared filesystem state under remaining budgets.
Scope and limitations
The underlying models are off-the-shelf; harness improvements should not be described as RL training. Metric-driven tasks and possible human intervention bound autonomy claims.
THE RESEARCH CONVERSATION
Discussion & reactions
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