Vision
Open practice: the parts that cost nothing are the parts most often skipped
Open research is usually discussed as a policy question. Most of it is a set of small individual habits that cost almost nothing.
#smaller systems
Vision
Research Landscape
Interdisciplinary work in smaller systems: an advantage that is rarely used
Smaller research communities have less disciplinary separation than large ones — which is a genuine structural advantage.
For Partners
Reporting research publicly: the caveats are part of the finding
A finding reported without its limits is not a simplified version of the research. It is a different claim.
Data & Metrics
Reproducibility: could someone else get your number from your data?
Most published analyses cannot be reproduced from what was shared — usually for want of documentation rather than secrecy.