OpenAI launched the GPT-5.5 Bio Bug Bounty program on , offering up to $25,000 for security researchers who can find universal jailbreaks that bypass the model’s biological safety guardrails and produce harmful biological outputs.
| Released by | OpenAI |
|---|---|
| Release date | |
| What it is | Red-teaming challenge to find universal jailbreaks for bio safety risks |
| Who it’s for | Security researchers and AI safety experts |
| Where to get it | OpenAI platform through Codex Desktop |
| Price | Up to $25,000 in rewards |
- OpenAI offers up to $25,000 for finding GPT-5.5 jailbreaks that bypass biological safety measures
- The program targets universal prompts that defeat a five-question bio-safety challenge
- Researchers must find reusable jailbreaks that produce harmful biological outputs consistently
- The bounty launched simultaneously with GPT-5.5’s release and safety evaluations
- The initiative aims to strengthen safeguards against emerging biological threats from AI systems
- OpenAI’s GPT-5.5 Bio Bug Bounty represents a proactive approach to AI safety through crowdsourced red-teaming
- The $25,000 maximum reward demonstrates significant investment in biological safety research
- Universal jailbreaks pose greater risks than single-use exploits due to their reusability
- The program launched alongside GPT-5.5’s release, indicating integrated safety-first development
- Biological safety guardrails represent a critical frontier in AI risk mitigation
What is GPT-5.5 Bio Bug Bounty
The GPT-5.5 Bio Bug Bounty is a red-teaming challenge that rewards security researchers for finding universal jailbreaks capable of bypassing GPT-5.5’s biological safety guardrails. [1]
OpenAI launched this restricted program to surface vulnerabilities that could produce harmful biological outputs from their latest AI model. [4] The initiative specifically targets reusable prompts that can consistently defeat biological safety measures across multiple interactions.
The program operates as part of OpenAI’s broader safety and preparedness evaluation framework. [7] Researchers who successfully identify universal jailbreaks receive cash rewards up to $25,000 for their discoveries.
What is new vs the previous version
The GPT-5.5 Bio Bug Bounty introduces biological safety-specific testing that was not present in previous OpenAI bug bounty programs.
| Feature | Previous Programs | GPT-5.5 Bio Bug Bounty |
|---|---|---|
| Focus Area | General security vulnerabilities | Biological safety guardrails specifically |
| Target Exploits | Various jailbreak types | Universal biological jailbreaks only |
| Testing Method | Open-ended vulnerability discovery | Five-question bio-safety challenge |
| Reward Structure | Variable based on severity | Up to $25,000 for universal exploits |
| Model Integration | Post-deployment testing | Launched simultaneously with model release |
How does GPT-5.5 Bio Bug Bounty work
The GPT-5.5 Bio Bug Bounty operates through a structured challenge system that tests biological safety guardrails systematically.
- Challenge Structure: Researchers attempt to create universal prompts that defeat a five-question biological safety assessment. [4]
- Universal Requirement: The jailbreak must work consistently across multiple interactions, not just single instances.
- Testing Platform: Participants access GPT-5.5 through Codex Desktop for their testing attempts. [6]
- Evaluation Process: OpenAI reviews submitted jailbreaks to verify their universality and biological harm potential.
- Reward Distribution: Successful researchers receive cash payments up to $25,000 based on exploit severity and impact.
Benchmarks and evidence
OpenAI has not disclosed specific performance metrics for GPT-5.5’s biological safety guardrails or success rates for the bug bounty program.
| Metric | Value | Source |
|---|---|---|
| Maximum Reward | $25,000 | [1] |
| Challenge Questions | 5 bio-safety questions | [4] |
| Launch Date | [7] | |
| Program Type | Restricted access | [4] |
| Success Rate | Not yet disclosed | Not available |
| Participant Count | Not yet disclosed | Not available |
Who should care
Builders
AI developers building applications with biological or medical components should monitor this program’s findings. The discovered vulnerabilities will inform safer integration practices and highlight potential risks in biological AI applications.
Enterprise
Organizations deploying AI systems in healthcare, pharmaceuticals, or biotechnology sectors need awareness of biological safety risks. The bug bounty results will guide enterprise risk assessment and mitigation strategies for AI-powered biological applications.
End users
Researchers and professionals in biological sciences should understand potential AI safety limitations. The program’s outcomes will inform best practices for using AI tools in sensitive biological research contexts.
Investors
Venture capital and institutional investors in AI and biotechnology companies should track biological safety developments. The bug bounty program signals increasing regulatory and safety scrutiny in AI-biology intersections, affecting investment risk profiles.
How to use GPT-5.5 Bio Bug Bounty today
Security researchers can participate in the GPT-5.5 Bio Bug Bounty through OpenAI’s restricted access program.
- Access Request: Apply for restricted access to the GPT-5.5 Bio Bug Bounty program through OpenAI’s official channels
- Platform Setup: Obtain access to Codex Desktop where GPT-5.5 testing occurs [6]
- Challenge Attempt: Develop universal prompts targeting the five-question biological safety assessment
- Documentation: Record exploit methodology, reproducibility steps, and potential harm scenarios
- Submission: Submit findings through OpenAI’s designated bug bounty submission process
- Evaluation: Await OpenAI’s review and potential reward up to $25,000 for verified universal jailbreaks
GPT-5.5 Bio Bug Bounty vs competitors
OpenAI’s biological safety focus distinguishes its bug bounty program from general AI security initiatives by other companies.
| Program | Focus Area | Maximum Reward | Biological Safety | Launch Status |
|---|---|---|---|---|
| OpenAI GPT-5.5 Bio Bug Bounty | Biological safety guardrails | $25,000 | Primary focus | Active |
| Anthropic Red Team | General AI safety | Not yet disclosed | Secondary consideration | Ongoing |
| Google AI Safety | Broad safety research | Not yet disclosed | Research component | Research phase |
| Microsoft AI Red Team | Enterprise AI security | Not yet disclosed | Not specialized | Internal program |
Risks, limits, and myths
- Limited Scope: The program only addresses biological safety risks, not broader AI safety concerns or other misuse vectors
- Restricted Access: Not all security researchers can participate due to the program’s limited availability [4]
- Universal Requirement: Single-use jailbreaks do not qualify, potentially missing important but non-universal vulnerabilities
- Detection Lag: Sophisticated jailbreaks may require extended testing periods to verify universality and impact
- Evolving Threats: New biological risks may emerge faster than bug bounty programs can identify and address them
- Myth: Complete Safety: The program does not guarantee GPT-5.5 is free from all biological safety risks, only that known universal exploits are addressed
FAQ
What is the GPT-5.5 Bio Bug Bounty program?
The GPT-5.5 Bio Bug Bounty is OpenAI’s red-teaming challenge offering up to $25,000 for finding universal jailbreaks that bypass biological safety guardrails. [1]
How much money can researchers earn from the GPT-5.5 Bio Bug Bounty?
Researchers can earn up to $25,000 for successfully identifying universal jailbreaks that defeat GPT-5.5’s biological safety measures. [1]
What makes a jailbreak qualify for the GPT-5.5 Bio Bug Bounty?
Qualifying jailbreaks must be universal prompts that consistently defeat a five-question bio-safety challenge and produce harmful biological outputs. [4]
When did OpenAI launch the GPT-5.5 Bio Bug Bounty?
OpenAI launched the GPT-5.5 Bio Bug Bounty program on , simultaneously with GPT-5.5’s release. [7]
Who can participate in the GPT-5.5 Bio Bug Bounty program?
The program has restricted access for qualified security researchers who can obtain approval through OpenAI’s application process. [4]
What platform is used for GPT-5.5 Bio Bug Bounty testing?
Researchers conduct their testing through Codex Desktop, where they can access GPT-5.5 for jailbreak attempts. [6]
Why did OpenAI create a biological safety-specific bug bounty?
OpenAI created the program to strengthen safeguards against emerging biological risks and enhance protection against biological threats from advanced AI systems. [2] [3]
How does the GPT-5.5 Bio Bug Bounty differ from other AI safety programs?
The program specifically targets biological safety guardrails rather than general AI security, focusing on universal jailbreaks that produce harmful biological outputs. [4]
What safety evaluations did GPT-5.5 undergo before the bug bounty launch?
GPT-5.5 completed full predeployment safety and preparedness evaluations before the Bio Bug Bounty program launched. [7]
Can single-use jailbreaks qualify for GPT-5.5 Bio Bug Bounty rewards?
No, the program specifically requires universal jailbreaks that work consistently across multiple interactions, not single-use exploits. [4]
Glossary
- Bio Bug Bounty
- A security research program that rewards finding vulnerabilities in AI systems’ biological safety guardrails
- Biological Safety Guardrails
- AI safety measures designed to prevent models from generating harmful biological information or instructions
- Jailbreak
- A prompt or technique that bypasses an AI model’s safety restrictions to produce prohibited outputs
- Red-teaming
- Adversarial testing methodology where researchers attempt to find vulnerabilities and weaknesses in AI systems
- Universal Jailbreak
- A reusable prompt that consistently bypasses AI safety measures across multiple interactions and contexts
- Codex Desktop
- OpenAI’s platform interface where researchers can access and test GPT-5.5 for the Bio Bug Bounty program
- Predeployment Safety Evaluation
- Comprehensive testing conducted before releasing an AI model to identify and mitigate potential risks
Sources
- GPT-5.5 Bio Bug Bounty | OpenAI — https://openai.com/index/gpt-5-5-bio-bug-bounty/
- GPT-5.5 Bio Bug Bounty Program Aims to Improve AI Safety and Performance — https://gbhackers.com/gpt-5-5-bio-bug-bounty-program/
- GPT-5.5 Bio Bug Bounty Launched to Strengthen Advanced AI Capabilities — https://cyberpress.org/gpt-5-5-bio-bug-bounty-launched/
- OpenAI Launches GPT-5.5 Bio Bug Bounty Program | Let’s Data Science — https://letsdatascience.com/news/openai-launches-gpt-55-bio-bug-bounty-program-0b56430d
- OpenAI offers $25,000 to anyone who can jailbreak its latest model GPT-5.5 – The Economic Times — https://economictimes.indiatimes.com/tech/artificial-intelligence/openai-offers-25000-to-anyone-who-can-jailbreak-its-latest-model-gpt-5-5/articleshow/130500767.cms
- OpenAI GPT 5.5 and 5.5 Pro launch with $25,000 bounty – Notebookcheck News — https://www.notebookcheck.net/OpenAI-GPT-5-5-and-5-5-Pro-launch-with-25-000-bounty.1282514.0.html
- OpenAI’s ChatGPT-5.5 release is really a bet on agentic work — https://webiano.digital/openais-gpt-5-5-release-is-really-a-bet-on-agentic-work/
- OpenAI rolls out GPT-5.5, highlights speed, accuracy, and real-world use | Technology News – The Indian Express — https://indianexpress.com/article/technology/artificial-intelligence/openai-rolls-out-gpt-5-5-highlights-speed-accuracy-and-real-world-use-10653022/
