Applications and Policy Implications of AI-Generated Content Detection

Applications and Policy Implications of AI-Generated Content Detection

Distinguishing between human- and AI-generated content is already an important enough problem in multiple domains – from social media moderation to education – that there is a quickly growing body of empirical research on AI detection and an equally quickly growing industry of its non/commercial applications. But will current tools survive the next generation of LLMs, including open models and those focused specifically on bypassing detection? What about the generation after that? Cutting-edge research, as well as presentations from leading industry professionals, in this series will clarify the limits of detection in the medium- and long-term and help identify the optimal points and types of policy intervention. This series is organized by Sergey Sanovich.

Sessions
Detecting AI-Generated Content in the Era of Model Collapse

Detecting AI-Generated Content in the Era of Model Collapse

The eighth session of Challenges and Safeguards against AI-Generated Disinformation will discuss Detecting AI-Generated Content in the Era of Model Collapse with Matyas 'Maty' Bohacek and Sergey Sanovich on Wednesday, March 5th, 2025 at 4:00 pm in HHMB 160, Herbert Hoover Memorial Building.

Progress Towards Robust And Deployable AI Detectors In The Real World

Progress Towards Robust And Deployable AI Detectors In The Real World

The seventh session of Challenges and Safeguards against AI-Generated Disinformation will discuss Progress Towards Robust and Deployable AI Detectors in the Real World with Liam Dugan and Sergey Sanovich on Thursday, February 20th, 2025 at 4:00 pm in HHMB 160, Herbert Hoover Memorial Building.

Fighting The Dark Side Of Generative AI With AI Or Not

Fighting The Dark Side Of Generative AI With AI Or Not

The sixth session of Challenges and Safeguards against AI-Generated Disinformation will discuss Fighting The Dark Side Of Generative AI With AI Or Not with Anatoly Kvitnitsky, John Nelson, and Sergey Sanovich on Thursday, February 6th, 2025 at 4:00 pm in HHMB 160, Herbert Hoover Memorial Building.

Watermarking for AI-Generated Content

Watermarking for AI-Generated Content

The fifth session of Challenges and Safeguards against AI-Generated Disinformation will discuss Watermarking for AI-Generated Content with Xuandong Zhao and Sergey Sanovich on Wednesday, December 4th, 2024 at 4:00 pm in HHMB 160, Herbert Hoover Memorial Building.

Language Model Detectors Are Easily Optimized Against

Language Model Detectors Are Easily Optimized Against

The fourth session of Challenges and Safeguards against AI-Generated Disinformation will discuss Language Model Detectors Are Easily Optimized Against with Charlotte Nicks and Sergey Sanovich on Thursday, November 21, 2024 at 4:00 pm in Annenberg Conference Room, Shultz Building.

The Evolving Landscape of Misinformation & Strategies for Mitigation

The Evolving Landscape of Misinformation & Strategies for Mitigation

The third session of Challenges and Safeguards against AI-Generated Disinformation will discuss The Evolving Landscape of Misinformation & Strategies for Mitigation with Chris Bregler and Sergey Sanovich on Wednesday, October 30, 2024 at 4:00 pm in Annenberg Conference Room, Shultz Building.

Detecting Text Ghostwritten by Large Language Models

Detecting Text Ghostwritten by Large Language Models

The second session of Challenges and Safeguards against AI-Generated Disinformation will discuss Detecting Text Ghostwritten by Large Language Models with Nicholas Tomlin and Sergey Sanovich on Wednesday, October 16, 2024 at 4:00 pm in Annenberg Conference Room, Shultz Building.

DetectGPT: Zero-Shot Machine-Generated Text Detection

DetectGPT: Zero-Shot Machine-Generated Text Detection

The first session of Challenges and Safeguards against AI-Generated Disinformation discussed DetectGPT: Zero-Shot Machine-Generated Text Detection with Eric Anthony Mitchell and Sergey Sanovich on Thursday, October 10, 2024 at 4:00 pm in Annenberg Conference Room, Shultz Building.

CO-SPONSORED BY

Hoover, Center for International Security and Cooperation, Cyber Policy Center
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