研究员,错位监控负责人
岗位摘要
领导评估和改进前沿AI系统错位监控的研究和技术方向;设计并执行严谨的评估,衡量监控器有效性,识别失败模式,并评估监控信号的可靠性;开发对监控器进行压力测试和红队测试的方法,包括识别逃避检测或暴露现有方法弱点的行为
岗位职责
- 领导评估和改进前沿AI系统错位监控的研究和技术方向
- 设计并执行严谨的评估,衡量监控器有效性,识别失败模式,并评估监控信号的可靠性
- 开发对监控器进行压力测试和红队测试的方法,包括识别逃避检测或暴露现有方法弱点的行为
- 调查误报、漏检和其他监控失败,以提高安全评估的准确性和实用性
- 构建可扩展的评估框架和实验工具,以便随着模型能力演变持续测量监控性能
- 将研究发现转化为可操作的改进,与合作伙伴团队合作加强监控系统并为更广泛的安全决策提供信息
- 确定研究优先级并指导技术执行,平衡基础研究问题与实际部署需求
任职要求
- 在机器学习研究方面有深厚背景,特别是在模型评估、AI安全、对齐、鲁棒性等相关领域
- 已证明有能力领导具有技术挑战性的研究项目,从识别重要问题到设计实验并交付结果
- 具备强大的实验判断力,理解如何设计严谨、可重复且难以被钻空子的评估
- 具有构建或评估机器学习系统的实际经验,包括使用大型语言模型或其他前沿AI系统
- 喜欢调查复杂的失败模式,并开发方法区分有意义的安全信号与误导性测量
- 能够自如地处理开放式研究问题,而正确的方法或成功标准在开始时可能并不明显
- 将强大的研究直觉与实践工程能力相结合,能够独立构建实验、分析结果并快速迭代
- 清晰地沟通技术发现
加分项
- Experience with AI monitoring, automated evaluations, adversarial testing, or red-teaming.
- Research experience in scalable oversight, AI control, model behavior analysis, or interpretability.
- Experience developing monitoring or evaluation systems that are used in real-world deployments.
- A track record of technical research leadership, including mentoring researchers or coordinating cross-functional research initiatives.
- About OpenAI
- For additional information, please see OpenAI’s Affirmative Action and Equal Employment Opportunity Policy Statement https://cdn.openai.com/policies/eeo-policy-statement.pdf.
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- based candidates.
- For unincorporated Los Angeles County workers: we reasonably believe that criminal history may have a direct, adverse and negative relationship with the following job duties, potentially resulting in the withdrawal of a conditional offer of employment: protect computer hardware entrusted to you from theft, loss or damage
- return all computer hardware in your possession (including the data contained therein) upon termination of employment or end of assignment
- and maintain the confidentiality of proprietary, confidential, and non
- public information.
- In addition, job duties require access to secure and protected information technology systems and related data security obligations.
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