![](https://fas.org/wp-content/uploads/2023/04/14d834_a672face1def477aa829b2f9029c3231-mv2-scaled.jpeg)
Re-envisioning Reporting of Scientific Methods
Summary
The information contained in the methods section of the overwhelming majority of research publications is insufficient to definitively evaluate research practices, let alone reproduce the work. Publication—and subsequent reuse—of detailed scientific methodologies can save researchers time and money, and can accelerate the pace of research overall. However, there is no existing mechanism for collective action to improve reporting of scientific methods. The Biden-Harris Administration should direct research-funding agencies to support development of new standards for reporting scientific methods. These standards would (1) address ongoing challenges in scientific reproducibility, and (2) benefit our nation’s scientific enterprise by improving research quality, reliability, and efficiency.
Congress should foster a more responsive and evidence-based ecosystem for GenAI-powered educational tools, ensuring that they are equitable, effective, and safe for all students.
Without independent research, we do not know if the AI systems that are being deployed today are safe or if they pose widespread risks that have yet to be discovered, including risks to U.S. national security.
Companies that store children’s voice recordings and use them for profit-driven applications without parental consent pose serious privacy threats to children and families.
Privacy laws are only effective if they include civil rights protections that ensure personal data is processed safely and fairly regardless of race, gender, sexuality, age, or other protected characteristics.