Trajectory-Informed Memory for Self-Improving Agents.

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

Self-Healing Router: 93% Reduction in Control-Plane LLM Calls

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

Shared entity: Decomposes / Same source domain / Shared topic / Earlier coverage

ARLArena: Stable Agentic RL (UCLA)

Both cover Decomposes; reported by the same outlet (arxiv.org); overlapping topics (agent, decompos, learning).

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

Self-repair needs a failing test, not just an error

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

25,000 Tasks, 8 Agents, 5,006 Invented Job Titles. Self-Organizing Agent Groups Beat Your Designed Hierarchy by 14%.

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

Shared entity: Self / Same source domain / What happened next / Tension

RefineRL: 4B Models Match 235B via Self-Refinement RL.

Both cover Self; reported by the same outlet (arxiv.org); picks up the Self thread on 2026-04-21.

Shared entity: Automatically / Same source domain / What happened next / Tension

Architecture Descriptors Cut AI Coding Agent Navigation by 33-44%: 7,012 Claude Code Sessions Analyzed

Both cover Automatically; reported by the same outlet (arxiv.org); picks up the Automatically thread on 2026-04-17.

Shared entity: Self / Shared topic / What happened next

GenericAgent: Self-Evolving Agent Grows Skill Tree From 3.3K-Line Seed. 10.4K Stars.

Both cover Self; overlapping topics (agent, automatically, execution); picks up the Self thread on 2026-05-10.

Same source domain / Shared topic / Tension

Memory Control Flow Attacks: Retrieved Memory Hijacks Tool Execution.

Reported by the same outlet (arxiv.org); overlapping topics (agent, execution, memory); pushes against this story (against).