Principles and limits
Responsible research begins by stating what it does not intend to do.
The programme privileges falsifiability, explicit uncertainty, human authority and a separation between research evidence and product incentives.
- Falsifiability. A hypothesis must be able to be tested, revised or rejected.
- Explicit uncertainty. An estimate is not the reality of a person.
- Human authority. Governance should preserve the human ability to decide, intervene and review.
- No social scoring. We do not build a ranking of people or infer private states as facts.
- Declared scope. Every public document should state what it does and does not establish.
- Separation of incentives. Research and product may share learning, not the same evidentiary threshold.