Human and LLM everyday reasoning are both pattern matching, not world models.

Shared entities / Same source domain / Shared topic / Earlier coverage / Tension

10 actionable skills from today's findings:

Both cover LLM, LLMs; reported by the same outlet (arxiv.org); overlapping topics (agent, pattern).

Shared entities / Same source domain / Earlier coverage

Human-Curated CLAUDE.md Files Beat LLM-Generated Ones by 4.5-6.5 Points. LLM-Generated Files Actually Made Things Worse.

Both cover Human, LLM, LLMs; reported by the same outlet (arxiv.org); earlier Human coverage from 2026-05-26.

Shared entities / Same source domain / What happened next / Downstream implication

Evaluator bias is contagious in multi-agent systems.

Both cover LLM, LLMs; reported by the same outlet (arxiv.org); picks up the LLM thread on 2026-06-19.

Shared entities / Same source domain / Earlier coverage / Tension

Your AI-Generated Code Compiles. It Doesn't Work.

Both cover LLM, LLMs; reported by the same outlet (arxiv.org); earlier LLM coverage from 2026-04-22.

Shared entity: LLM / Same source domain / Shared topic / What happened next / Tension

Stronger models parrot their tools more, not less

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

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

LLM Web Agents Fail Dark Patterns 41–72% of the Time

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

Reasoning LLM Judges: Goodhart's Law Strikes Again

Both cover LLM; reported by the same outlet (arxiv.org); overlapping topics (human, reasoning).

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

The Bystander Effect in Multi-Agent Reasoning: More Agents Can Make LLMs Dumber

Both cover LLM; reported by the same outlet (arxiv.org); overlapping topics (agent, assume, reasoning).