The logic of generative AI disrupts tort law’s “human-act-consequence” chain, blurring liability among developers, providers, and users. This paper builds a multi-dimensional framework analyzing subjective intent, causation, and interest-risk balance to allocate direct/indirect, joint/several, and contributory liability, while considering exemptions and mitigating factors. The analysis supports judicial balancing of technological innovation and copyright protection.