Codestral-7B and Codestral-70B False Positive Rates in Solidity Vulnerability Detection Under High-Concurrency Loads

This report synthesises findings from 12 peer-reviewed papers addressing the following research question: How does the false positive rate of Codestral-7B compare to Codestral-70B when detecting Solidity smart contract vulnerabilities under high-concurrency inference loads. 8 claims were extracted from source literature; 8 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.5/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research goal: How does the false positive rate of Codestral-7B compare to Codestral-70B when detecting Solidity smart contract vulnerabilities under high-concurrency inference loads?

Autonomous literature synthesis. Automated review score: 8.5/10. Full text and citation available at Assignee Research.