Group repo-RAG evidence by canonical code object instead of by fragment.

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

10 actionable skills from today's findings:

Both cover RAG; reported by the same outlet (arxiv.org); overlapping topics (code, context, token).

Shared entities / Same source domain / Shared topic

MRCoder trims repo-context tokens by up to 50%

Both cover RAG, VITAL; reported by the same outlet (arxiv.org); overlapping topics (context, cutting).

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

AdaTrans turns Rust compiler errors into automatic fixes

Both cover RAG; reported by the same outlet (arxiv.org); overlapping topics (code, cutting).

Red-team your RAG with deliberately poisoned retrieval.

Both cover RAG; reported by the same outlet (arxiv.org); overlapping topics (context, evidence).

Fabricated evidence injection steers model viewpoints without a jailbreak.

Both cover RAG; reported by the same outlet (arxiv.org); overlapping topics (context, evidence).

Knowledge Objects: Hash-Addressed Facts Hit 100% Accuracy at 252x Lower Cost Than In-Context

Both cover RAG; reported by the same outlet (arxiv.org); overlapping topics (context, object).

Shared entity: RAG / Same source domain / Tension / Downstream implication

Test your RAG under corpus mutation, not against a static snapshot.

Both cover RAG; reported by the same outlet (arxiv.org); pushes against this story (against).

Shared entity: RAG / Same source domain / Earlier coverage / Tension

TopoGuard catches 21x more RAG split-knowledge attacks than LlamaGuard-2-8B at sub-millisecond latency.

Both cover RAG; reported by the same outlet (arxiv.org); earlier RAG coverage from 2026-07-26.