A user attempted to use Anthropic's Claude Opus model to secure their personal web application, feeding it approximately 100 million tokens over four hours to review security measures. Despite this extensive effort, a security researcher was able to identify one critical, five high-severity, and nine medium-severity vulnerabilities in the app within 23 minutes. The user concluded that the model was unsuccessful in making the application hacker-proof. AI
IMPACT Demonstrates current limitations of LLMs in complex security auditing tasks, suggesting human oversight remains critical.
RANK_REASON User-generated report on the performance of a commercial LLM in a specific task, highlighting limitations. [lever_c_demoted from research: ic=1 ai=0.7]
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