Tyler Tracy

Researcher, ML Alignment & Theory Scholars

Joined

September 2024

Names

Tyler Tracy (Preferred)

Emails

****@uark.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

ML Alignment & Theory Scholars (matsprogram.org)

2024 – Present

Undergrad student

Computer Science, University of Arkansas - Fayetteville (uark.edu)

2017 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Attack Selection Reduces Safety in Concentrated AI Control Settings Against Trusted Monitoring
Joachim Schaeffer, Arjun Khandelwal, Tyler Tracy
- arxiv, currenlty under review
- Readers: Everyone
Better Attacks for Better Monitors: Semi-Automated Red-Teaming for Agent Monitoring
Monika Jotautaitė, Maria Angelica Martinez, Tyler Tracy, Ollie Matthews
- ICLR 2026 AIWILD
- Readers: Everyone
Attack Selection Reduces Safety in Concentrated AI Control Settings against Trusted Monitoring
Joachim Schaeffer, Arjun Khandelwal, Tyler Tracy
- ICLR 2026 AIWILD
- Readers: Everyone
Combining Cost Constrained Runtime Monitors for AI Safety
Tim Tian Hua, James Baskerville, Henri Lemoine, Mia Hopman, Aryan Bhatt, Tyler Tracy
- NeurIPS 2025 poster
- Readers: Everyone
Shell Games: Control Protocols for Adversarial AI Agents
Aryan Bhatt, Cody Rushing, Adam Kaufman, Vasil Georgiev, Tyler Tracy, Akbir Khan, Buck Shlegeris
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors