Same Model, 13.3% to 38.3%

Featured Image
arc-agi-3 benchmarks agent-harness evaluation gpt-5 context-engineering ai-engineering measurement

A Wrong Ruler Is Worse Than No Ruler: Verifying the Checks You Trust

Featured Image
generative-ai system-design reliability evaluation llm-as-judge rules-engine calibration metrics verification first-principles neuro-symbolic

Determinism Where You Can, Judgement Where You Must: The Technique Boundary for AI Systems

Featured Image
generative-ai system-design reliability llm-as-judge rules-engine state-machine ai-agents neuro-symbolic first-principles verification evaluation

Shrink the Stochastic Surface: A Design Standard for Probabilistic Systems

Featured Image
generative-ai system-design reliability retrieval-augmented-generation fine-tuning evaluation llm-as-judge rules-engine neuro-symbolic first-principles verification