AI Safety, Ethics & Governance

What happens when 1,400 research papers vanish in a single day? The answer isn’t just about misconduct—it’s about governance. A record-breaking retraction event reveals how fragile scientific integrity has become in the age of AI. The solution? Empower researchers with collective rights to audit, as the U.S. federal government just affirmed for NIH scientists. This isn’t just labor policy—it’s AI safety infrastructure. The UK’s former metascience unit head now calls for global protocols in data provenance and replication standards to prevent systemic failure. If AI is trained on unverified research, it inherits the same flaws. The lesson: safety isn’t a feature, it’s a process. How do we ensure that the next generation of AI learns from the past, not repeats it? – Record-breaking retraction: scholarly publisher pulls 1,400 conference papers on one day https://www.nature.com/articles/d41586-026-03455-8 Source: https://www.nature.com/articles/d41586-026-03455-8 View and join any or all of our communities — AI, quantum, and real estate: https://alex-companies.com/reports/linkedin-groups If there's an AI, quantum, or real estate community you'd like to see us convene, tell us — this portfolio grows by request.