Low-Cost Assays for Measuring Model Behavior Across Vendors and Releases

arXiv:2609.30012 · cs.CL, cs.AI · Submitted 2026-09-24 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-09-24

Updated: 2026-09-24

Code: https://github.com/tap2k/coding-atlas

Terminology

• Benchmark — 3× in this paper · explained in 2 episodes
• Sycophancy — 3× in this paper · explained in 4 episodes
• Homogenization — 2× in this paper · explained in 2 episodes
• LLM judge — 2× in this paper · explained in 2 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• LLM-as-a-Judge — 1× in this paper · explained in 3 episodes

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