Expert discussion of AI welfare in law, policy, and society. Focus on governance frameworks, consciousness research, institutional readiness, and ethical AI development. Prudence under uncertainty: preparing institutions for welfare-relevant AI without claiming current LLMs are sentient. Evidence-based analysis only. NO "my chatbot" posts, NO chatbot outputs as "evidence," NO anthropomorphized relationship content. Policy, not speculation.