KoiSwarm becomes generally available in September 2026. From that point there is no waiting list and no invitation — any medical student can open it and start working.
What KoiSwarm is
One workspace for medical study, practice and research. You give it the material you already have — lecture slides, a PDF, a set of notes — and it returns structured notes, practice questions, mock exams, and a spaced-repetition schedule that keeps what you have already covered from quietly draining away.
The part we care most about is the least visible one. Claims are checked against current medical evidence rather than asserted. A study tool that is confidently wrong about a mechanism is worse than no tool at all, and a medical student is the last person with spare hours to audit one.
What changes in September
Access, mainly. KoiSwarm opens to every medical student, with a free tier of 100 credits a month and no credit card required to start. Paid plans are listed on koiswarm.com.
Release notes for the September build will go up on the KoiSwarm site as the date approaches. We will link them from here rather than announce the same thing twice.
Where this sits
KoiSwarm is one of two products Kinetropic builds. The other is CramMe, which turns a PDF or a photo into flashcards and quizzes inside LINE, in about thirty seconds, with nothing to install.
Kinetropic itself was registered in Tashkent in June 2026 and is a resident of IT Park Uzbekistan.
Medical school is not going to get easier in September. It should at least stop being harder than it needs to be.