A new benchmark, SciConBench, reveals that AI agents struggle to synthesize reliable scientific conclusions, particularly in high-stakes areas like health. The findings indicate that current models often produce incomplete or contradictory results, highlighting the need for improved evaluation methods in AI synthesis capabilities.