What changes in everyday life?
Patients, consumers and communities could benefit from more trustworthy knowledge.
A laboratory elsewhere can repeat a claimed breakthrough and discover whether it holds up outside the original team.
A laboratory elsewhere can repeat a claimed breakthrough and discover whether it holds up outside the original team. Shared protocols, code, datasets and automation could make research easier to verify independently. Patients, consumers and communities could benefit from more trustworthy knowledge. Researchers and funders should reward reproducible results, not only first announcements. A scientific result becomes far more valuable when another researcher can confirm it independently. Better shared methods, automated records and accessible tools could reduce the cost of checking whether an experiment really works. This matters because entire industries build products and decisions on scientific findings. More reliable replication could help good ideas spread faster while weak claims are discovered earlier.
Patients, consumers and communities could benefit from more trustworthy knowledge.
Researchers and funders should reward reproducible results, not only first announcements.
This is an opportunity we're exploring, not a promise that the complete result is already available. The research below explains the difference.
This idea comes from the Yottabit research foundation's Opportunity Atlas. It is a proposed application rather than a quantified forecast or evidence of a broadly deployed product.
What would demonstrate real progress? A useful result that works reliably outside a demonstration, withstands appropriate testing and improves an outcome people care about.