Osmosis Distillation: Model Hijacking with Minimal Samples.

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

A regex prefilter in front of an aligned model blocked 0% of attacks.

Both cover Small; reported by the same outlet (arxiv.org); overlapping topics (attack, defense).

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

Full DES-56 Key Search Costs $1.2M on AWS

Both cover Small; reported by the same outlet (arxiv.org); picks up the Small thread on 2026-07-27.

Same source domain / Shared topic / Tension

Re-scan derived skills after purging poisoned traces, and scan them as skills.

Reported by the same outlet (arxiv.org); overlapping topics (attack, distillation, poisoned); pushes against this story (but).

66.5% of Malicious GitHub Issues Get Past Every Guardrail in Cursor, Claude Code, and Codex

Reported by the same outlet (arxiv.org); overlapping topics (attack, model, pipeline); pushes against this story (against).

Shared entity: Small / Same source domain / What happened next

SonarQube audit finds Lovable, v0, and Replit have distinct, non-interchangeable quality failure modes.

Both cover Small; reported by the same outlet (arxiv.org); picks up the Small thread on 2026-08-18.

DeaMoE Cuts MoE Expert Weight Loading Up To 50.9%

Both cover Small; reported by the same outlet (arxiv.org); picks up the Small thread on 2026-08-17.

Shared entity: Relevant / Same source domain / What happened next

Relevant-looking agent skills caused 307 measured failures, and excessive verification was the biggest cost sink.

Both cover Relevant; reported by the same outlet (arxiv.org); picks up the Relevant thread on 2026-08-15.

NOVA-KV quantizes KV caches for attention error, not value error

Both cover Relevant; reported by the same outlet (arxiv.org); picks up the Relevant thread on 2026-08-10.