Bug Bounty
A program that pays people to find and report security flaws in software or AI systems.
A bug bounty is a way for organizations to find security weaknesses before bad actors do. They offer rewards, usually money, to people who discover and report these flaws. This encourages ethical hackers to test their systems.
For example, a company might announce a bug bounty for its new app. If you find a way to access user data without permission and report it responsibly, you could get paid. OpenAI has started a bug bounty specifically for AI safety risks.
Bug bounty programs incentivize external researchers to identify and disclose vulnerabilities in software or AI systems. Participants are typically rewarded financially based on the severity and impact of the reported issue. These programs are a key component of a proactive security strategy, complementing internal testing and audits by leveraging a wider pool of expertise.
For AI, bug bounties can focus on identifying risks related to misuse, data privacy, unintended behaviors, or security vulnerabilities in models and infrastructure. The OpenAI Safety Bug Bounty program, for instance, aims to uncover ways the AI could be abused or pose safety risks.
Frontier AI labs are increasingly launching bug bounty programs to address the unique safety and abuse risks associated with advanced AI systems. As these models become more powerful and integrated into society, proactively identifying and mitigating potential harms is critical.
- Introducing the OpenAI Safety Bug Bounty programOpenAI · OpenAI News ·
- OpenAI ChatGPT
- OpenAI has launched a safety bug bounty program to find and fix AI abuse and safety risks.
- Penetration Testing
- While both involve finding vulnerabilities, penetration tes
- Vulnerability Disclosure Program
- Bug bounties are a type of vulnerability discl
The concept of bug bounties originated in the software industry, with early programs emerging in the late 1990s and gaining wider adoption in the 2000s. Microsoft and Netscape were among the early pioneers. Source ↗
You can't directly participate in OpenAI's bug bounty without being invited. However, you can explore how AI safety researchers think about risks by reading OpenAI's safety best practices documentation. Look for sections on potential harms and mitigation strategies.
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
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Questions people ask
- Who can participate in a bug bounty program?
- Typically, anyone can participate, though some programs may have specific rules or eligibility criteria. For AI safety bug bounties, participation might be more curated.
- What kind of bugs are usually rewarded?
- Rewards are given for finding security vulnerabilities, bugs that could lead to data breaches, system failures, or, in the case of AI, potential misuse or harmful outputs.
First seen on Subvolts Mar 25, 2026. Updated Sep 15, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.