May 31, 2026 · Industry Insights

Who Owns AI‑Generated Content? A Three‑Step Protocol to Secure Copyright and Commercial IP

The article walks readers through a practical three‑step framework—risk‑pre‑screen prompts, an attached authorization declaration, and a dispute‑routing configuration—to turn the legal gray area of AI‑generated assets into a transparent, enforceable commercial IP agreement, reducing payment delays and litigation risk.

AI copyrightIP riskPrompt Engineering

0 likes · 7 min read

Who Owns AI‑Generated Content? A Three‑Step Protocol to Secure Copyright and Commercial IP

Old Zhang's AI Learning

Apr 15, 2026 · Industry Insights

Is the Era of Commercial‑Ready Chinese Open‑Source LLMs Ending? MiniMax M2.7 License Update

The MiniMax M2.7 model switched its open‑source license to forbid commercial use, igniting a heated debate about what constitutes commercial activity, prompting a community clarification that self‑hosted coding remains free, and leading to a revised license that explicitly permits personal, academic, and non‑profit uses while highlighting broader market pressures from cloud providers that are reshaping the open‑source LLM ecosystem.

AI IndustryKimiLLM licensing

0 likes · 10 min read

Is the Era of Commercial‑Ready Chinese Open‑Source LLMs Ending? MiniMax M2.7 License Update