2 papers
cs.DS2026
Context Compaction Theory
Hayder Tirmazi, Sam Markelon, Allison Bishop +1
Large Language Models (LLMs) have a bounded context window. The context window is the maximum input size an LLM can consume for a single inference. AI agents rely on a process call…
cs.CR2021
Leveraging Generative Models for Covert Messaging: Challenges and Tradeoffs for "Dead-Drop" Deployments
Luke A. Bauer, James K. Howes, Sam A. Markelon +2
State of the art generative models of human-produced content are the focus of many recent papers that explore their use for steganographic communication. In particular, generative…