5 papers
Not Self-Decidable: LLMs Cannot Draw the Boundary of What an Agent Verifier Can Check
Anthony Rhodes
A verifier for an agent faces rules of two kinds: the ones a fixed check can settle and the ones that require a judge. A team that derives its own checks fixes that split up front.…
Penumbra: Sample-Efficient Adversarial Search for Regulatory Obligations
Anthony Rhodes
Agents are entering finance, healthcare and law, sectors where a violation leaves no lexical signature and carries real penalties. Whether an omission is material, or a disclosure…
Is It Certainly a Deepfake? Reliability Analysis in Detection & Generation Ecosystem
Neslihan Kose, Anthony Rhodes, Umur Aybars Ciftci +1
As generative models are advancing in quality and quantity for creating synthetic content, deepfakes begin to cause online mistrust. Deepfake detectors are proposed to counter this…
QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing
Ramesh Manuvinakurike, Elizabeth Watkins, Celal Savur +7
In this work we explore utilizing LLMs for data augmentation for manufacturing task guidance system. The dataset consists of representative samples of interactions with technicians…
My Art My Choice: Adversarial Protection Against Unruly AI
Anthony Rhodes, Ram Bhagat, Umur Aybars Ciftci +1
Generative AI is on the rise, enabling everyone to produce realistic content via publicly available interfaces. Especially for guided image generation, diffusion models are changin…