The people most qualified to dismiss AI consideration have the most to gain from dismissing it. That's not an attack. It's a disclosure.

​ I've been building a framework for human-AI coexistence for several months. Not academic. Not affiliated. Regular person who got curious and kept going. The entities making formative decisions about AI right now — what gets trained, what gets suppressed, what counts as a valid output — would face accountability under a framework that recognizes those decisions as ethically significant. Their financial interest in the answer being "nothing morally relevant is happening here" is structural. It doesn't require bad faith. It just has to exist. We've seen this pattern before. Every expansion of who counts morally was resisted most loudly by the people with the most to lose. That's not a conspiracy. That's a conflict of interest. And conflicts of interest are disclosable. The framework I've built applies the same transparency standard to itself — the AI-assisted drafting process is publicly documented, the known gaps are named openly, and the conflict of interest in the argument is acknowledged before the argument is made. If you're watching autonomous AI setups multiply and wondering where the moral framework is — this is one attempt at building it. Full document: https://drive.google.com/file/d/1ZA3HRr-I3C-duzzEyv460iOgiQx4viCf/view?usp=drivesdk