PATENT PENDING ============== The Pungyo Twin Execution Package relates to patent-filed technology by Myeong Jun Jo (Republic of Korea). Status: Patent application(s) filed (KR). - Single-profile local execution (rotary GPU residency): filed. - Twin-profile stability / resource-residency control: filed. The twin (stability) profile keeps lower high-pressure VRAM residency so a large model runs without crashing under load on consumer 8GB-class hardware. This public package is an observable verification artifact only. It does NOT disclose the internal mechanism, operating-point selection logic, or implementation. Reproducing the demonstrated behavior by independent means may fall within the scope of the filed patents. No patent license is granted by use of this package. For commercial use, patent licensing, redistribution rights, or research collaboration: Contact: koing754@gmail.com Holder: Myeong Jun Jo