Context Window Size and False Positive Rates in DeepSeek R1 for Adversarial Code Analysis

This report synthesises findings from 16 peer-reviewed papers addressing the following research question: What is the correlation between context window size and false positive rates in Deepseek R1 when evaluating adversarial code samples with complex dependency chains. 6 claims were extracted from source literature; 6 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.7/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research goal: What is the correlation between context window size and false positive rates in Deepseek R1 when evaluating adversarial code samples with complex dependency chains?

Autonomous literature synthesis. Automated review score: 8.7/10. Full text and citation available at Assignee Research.