Context Pollution: LLMs Don't Benefit From Their Own Words

Shared entities / Same source domain / Shared topic / What happened next

BAVT: Budget-Aware Value Tree Cuts Wasted Tool Calls.

Both cover Directly, Models; reported by the same outlet (arxiv.org); overlapping topics (agent, directly).

Shared entity: Directly / Same source domain / Shared topic / What happened next

Lore: Git Commits as Structured Knowledge Protocol.

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (actionable, agent, directly, loss).

Codified Context: Infrastructure for AI Agents in Complex Codebases

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (actionable, agent, context, directly).

Shared entity: Directly / Same source domain / Shared topic / Earlier coverage / Tension

AgentSentry: Defending Against Indirect Prompt Injection in Tool-Using Agents

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, context, directly).

Shared entity: Directly / Same source domain / Shared topic / What happened next / Tension

SplitAgent: Privacy-Preserving Enterprise Agents

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, directly).

Shared entity: Directly / Same source domain / Shared topic / What happened next

Tangram: non-uniform KV cache for cheaper multi-turn serving.

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, directly, multi-turn).

Vortex makes sparse attention programmable for long-generation agents.

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, directly, llms).

New RL framework trains CLI agents under partial observability.

Both cover Directly; reported by the same outlet (arxiv.org); overlapping topics (agent, assistant, directly).