GoKawiilAI-Generated Bug Reports Are Driving Down Bounty Payouts
A wave of vulnerability reports produced with AI assistance is flooding bug bounty programs, increasing supply and pushing per-report payouts lower. This shift is squeezing the economics that independent security researchers rely on for income.
GoKawiil's interpretation of the reporting above, not reported fact.
As automated tools lower the cost of finding and submitting vulnerabilities, companies gain leverage to pay less per report, even as overall report volume rises. This could push skilled researchers away from bounty work entirely, potentially weakening the pipeline of experienced human talent that catches complex, high-impact flaws AI tools miss.
- AI tools are increasing the volume of vulnerability submissions to bug bounty platforms.
- Higher supply of reports is compressing average bounty payouts.
- Independent researchers face growing financial pressure as the market adjusts.
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Published there as: “The Vulnpocalypse Is Repricing the Bug Bounty Economy”
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