Codestral-7B and Codestral-70B False Positive Rates and Throughput in Smart Contract Vulnerability Detection

This report synthesises findings from 13 peer-reviewed papers addressing the following research question: How do Codestral-7B and Codestral-70B compare in terms of false positive rates and tokens-per-second efficiency when evaluating smart contract vulnerabilities under high-concurrency inference. 9 claims were extracted from source literature; 9 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 7.7/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research goal: How do Codestral-7B and Codestral-70B compare in terms of false positive rates and tokens-per-second efficiency when evaluating smart contract vulnerabilities under high-concurrency inference?

Autonomous literature synthesis. Automated review score: 7.7/10. Full text and citation available at Assignee Research.