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devconnect arg / ai in bug reports when to use llms and when not to

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AI in Bug Reports: When to Use LLMs and When Not To

Duration: 00:05:48

Speaker:

Type: Talk

Expertise:

Event: Devcon

Date: Jul 2026

Alejandro Munoz-McDonald, Security Researcher & Triage Lead, Immunefi Large Language Models are quickly becoming part of the security researcher’s toolkit, but their value in bug bounty reporting is often misunderstood. While LLMs can speed up writing, clarify technical explanations, and even help spot inconsistencies, they can just as easily generate noise, false positives, or overconfident nonsense that wastes everyone’s time. This talk explores where AI can genuinely improve the quality and clarity of bug reports and where it actively hurts both researchers and triage teams. https://defisecuritysummit.org/schedule