AI Across a Health Research Information Platform
We are integrating AI across several workstreams on a federal health research information platform. Publication discovery — using LLMs to surface relevant PubMed research, reducing manual literature review time and improving coverage across a high-volume publication landscape. LLM comparative evaluations — running structured benchmarks across models to assess quality, consistency, and cost for specific content tasks on the platform. Evaluations are task-specific rather than general — we score against real outputs the platform needs to produce. ...