This report synthesises findings from 11 peer-reviewed papers addressing the following research question: How does curriculum-based multi-task learning impact the inference latency of large multimodal models on sparse medical image-text pairs. 6 claims were extracted from source literature; 6 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.8/10. This report is a machine-generated literature synthesis and does not constitute original research.Research goal: How does curriculum-based multi-task learning impact the inference latency of large multimodal models on sparse medical image-text pairs?Autonomous literature synthesis. Automated review score: 8.8/10. Full text and citation available at Assignee Research.