Research you explore, not just read.
RAVA turns a manuscript into an interactive article you can audit: evidence you manipulate, experiments you run, conclusions you reach yourself. The manuscript stays the authoritative record. This is how it becomes testable.
Why the format exists
Twenty pages, unread
Most published research is only ever skimmed, its evidence locked in static figures and dense prose.
Papers as investigations
Readers predict outcomes, run the experiments, and watch the evidence unfold, reaching the conclusion before being told it.
The paper is the truth
Every number, figure, and definition comes directly from the source manuscript. Nothing invented, ever.
The first RAVA article is live.
A ransomware detector scored a perfect 100%, and the manuscript behind it shows it learned almost nothing. Six questions stand between you and why.
Remove two columns and watch perfection collapse. Compress 6,258 events into 3 windows. Meet the honest number. An interactive companion to the manuscript, currently under review.
Open the investigation →How a manuscript becomes auditable.
A repeatable format (hook, explore, discover, validate) built with the authors and faithful to the manuscript.
Start with the surprise
Every paper has one moment that made its authors sit up. The article opens there, not with the abstract.
Reader runs the evidence
Hypotheses before results. Sliders, toggles, and live experiments instead of static figures: the reader investigates.
Anchored to the publication
Every interactive view pairs with the exact manuscript figure. One toggle between article and manuscript, always.
Built by a researcher, for researchers.
Kian Esmaeili holds a B.S. in Cybersecurity from the University of North Georgia and is pursuing his M.S. in Cybersecurity at Georgia Tech, with first-author work on AI-driven endpoint security and machine-learning evaluation. The first article in the format is his own work, so every design decision was tested where it matters most: on real research, by its own author.
Working on research that deserves to be explored? Get in touch.