The 1/W Law: Routing Topology Beats Hardware Upgrades for Inference Efficiency

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

SOL-ExecBench: Roofline-Bounded Benchmark for AI-Generated GPU Kernels

Both cover GPU; reported by the same outlet (arxiv.org); overlapping topics (agentic, efficiency, hardware).

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

Safer Large Reasoning Models: Safety Decision Before Chain-of-Thought.

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

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

MCP Caller Identity Confusion: Authorization Persists Across Different Callers

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

Shared entities / Same source domain / What happened next

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

Both cover Directly, GPU; reported by the same outlet (arxiv.org); picks up the Directly thread on 2026-06-07.

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

Knowledge Activation: AI Skills as the Institutional Knowledge Primitive

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

Jagarin: Three-Layer Hibernation for Mobile Agents.

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

Codified Context: Infrastructure for AI Agents in Complex Codebases

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