Ornith-1.5 is a Qwen‑finetuned foundation model that advances end‑to‑end self‑improvement. It extends Ornith-1.0, originally built on Qwen3.5 and Gemma4, by jointly optimizing task generation, scaffold construction, and solution rollouts.