The 12 PM Review Structure: A 30-Minute Multi-Layer Presentation

The planned 12 PM review follows a structured 30-minute format: GLM-5.2 introduction (2 min), Compression layer (5 min), GA4 layer (5 min), Relationship layer (5 min), Correlation discussion (8 min), Implications (5 min). This structure gives each analytical layer dedicated presentation time while reserving the longest segment for cross-layer synthesis — appropriately weighting integration over individual findings.