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S. Gopalan

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Open access Oct 2026

Verification Debt in Automated Biological Research Workflows: A Proof-of-Concept

Recent biological research has shown significant interest and progress towards adoption of agentic AI systems. Domain specific agentic platforms with access to large collections of biological tools with code generation and/or querying capabilities, such as Biomni (illustrative case in point), are representative of the...

S. Gopalan, Sundaraparipurnan Narayanan · 0 citations
#artificial intelligence Preprint Sep 2026

Silent Failures in Agent-Tool Interaction: An Audit of ToolUniverse

This study investigates specific failures in agent to tool interaction where a tool invocation appears successful, some or all of the information or functionality from the tool via API/ wrapper is incomplete or missing and there are no communications / notifications to the user or the agent about such missing informati...

S. Gopalan, Devansh Singh, Sundaraparipurnan Narayanan · 1 citation

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