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One Agent Is a Bottleneck: When Genomics QA Finally Went Multi-Agent

One Agent Is a Bottleneck: When Genomics QA Finally Went Multi-Agent Databases are where elegant AI demos go to develop a limp. A model can sound fluent about biology, medicine, finance, or law. Then someone asks a question that requires the latest record from a specialized database, a second lookup from another source, a formatted API call, a large HTML response, and a final answer that does not forget the original question halfway through. Suddenly the “AI assistant” becomes a very expensive intern copying URLs into the wrong field. ...

January 16, 2026 · 15 min · Zelina