Majority-of-three is provably near-optimal.

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

Six patterns cut agent token use 60-70%

Both cover Beyond; reported by the same outlet (arxiv.org); picks up the Beyond thread on 2026-08-19.

SkMTEB gives Slovak its first MTEB-style embedding benchmark, and a reusable recipe for low-resource languages.

Both cover Beyond; reported by the same outlet (arxiv.org); picks up the Beyond thread on 2026-06-13.

Shared entity: Beyond / Same source domain / Earlier coverage

Anthropic released Opus 4.8 on May 28, and the formal-methods jump is showing up everywhere.

Both cover Beyond; reported by the same outlet (arxiv.org); earlier Beyond coverage from 2026-06-05.

Same source domain / Shared topic / Tension

LLM judges flip their verdicts 25-71% under pushback, and 62-91% against an adversarial persuader.

Reported by the same outlet (arxiv.org); overlapping topics (answer, judg); pushes against this story (against).

Shared entity: PAC / What happened next / Tension

Anthropic doubled midterm political spending to $40M against a $75M opposing PAC.

Both cover PAC; picks up the PAC thread on 2026-07-24; pushes against this story (against).

Shared entity: Beyond / What happened next

A GitHub list of AI agent harnesses now hits 160 entries

Both cover Beyond; picks up the Beyond thread on 2026-08-17.

Claude Code 2.1.229/2.1.231 shipped a pile of things you'll actually hit.

Both cover Beyond; picks up the Beyond thread on 2026-08-13.

Same source domain / Shared topic

Claude Code goes auto-mode-by-default on August 14, and the justification is that you were rubber-stamping anyway

Reported by the same outlet (arxiv.org); overlapping topics (answer, classifier).