{ "knobs": [ { "k": "population", "label": "Entries per episode", "min": 20, "max": 2000, "step": 20, "def": 60 }, { "k": "defect_density", "label": "Defect density %", "min": 1, "max": 40, "step": 1, "def": 28 }, { "k": "distractor_ratio", "label": "Distractor ratio ×", "min": 0, "max": 5, "step": 0.5, "def": 2 }, { "k": "doc_noise", "label": "Document noise %", "min": 0, "max": 60, "step": 5, "def": 10 } ], "models": [ "opus-class", "sonnet-class", "haiku-class", "open-weights-70b", "open-weights-8b" ] }