By doctors, for doctors, for the world.
The knowledge to treat cancer should not be a luxury good.
Publishing houses profit from both sides. Content creators get nothing. Learners can't afford access.
Per textbook
Paid to chapter writers
Per review course
To publish your own research
"You're not paying the people creating the content and you're charging an arm and a leg to those who are trying to access the content. Doesn't seem right. There's gotta be a better way."
— From the LibreOncology founding conversation
From a doctor's voice to a learner's preferred format, powered by AI and curated by the community.
Experts Speak
Specialists talk through concepts naturally, the way they'd teach in clinic one-on-one. No scripts needed.
AI Hydrates
Raw teaching is transformed into polished, structured educational content while preserving the expert's practical voice.
Community Reviews
Wikipedia-style peer review. Other specialists refine, correct, and contribute sidebars for tricky concepts.
Multi-Format Delivery
One source becomes video, text, cheat sheets, Anki cards, and AI-powered Q&A - whatever the learner needs.
Not a chatbot. A learning companion that adapts to your knowledge, fills your gaps, and never wastes your time.
"I don't quite understand that paragraph"
The AI generates a 3-5 page sidebar just-in-time, covering the prerequisite knowledge you missed. Read it, get it, move on.
"I haven't seen a nasopharynx case in years"
The system knows your history. It skips what you know and gets you current on exactly what's changed since you last reviewed.
"Is this similar to how staging works in lung cancer?"
Build world models by analogy. The AI helps you stitch together intuitions across topics, the way an experienced mentor would.
A small specialty with a tight community. The perfect proving ground for a new model.
Head & Neck Cancer
From general anatomy to advanced treatment planning. The foundational course for one of the most complex disease sites.
Prostate Cancer
Diagnosis through advanced management. Linear progression from simple to complex, the way it should be taught.
Your Specialty Here
Medical oncology, surgical oncology, and beyond. The platform grows with the community.
Inspired by open-source software and the belief that trust is built through visibility, not promises.
Live Financial Dashboard
Infrastructure costs. Subscription revenue. Content creator payouts. Everything public, everything auditable.
Coming soon — we're building this now.
~$7 per subcourse
The price of a latte. Not the price of a textbook. Residents asked for $50 or less. We're going way under.
Creators earn dividends
Every contribution is tracked. Every contributor is compensated. Even $100-300/year is better than the current $0.
Benefit corporation
Our social mission is legally binding. No future pivot to extraction. Education first, always.
Great teaching serves the entire profession.
Residents in Training
Board prep, daily learning, oral exam practice. Whether you're at MD Anderson or a community program.
Practicing Physicians
Quick refreshers when a rare cancer walks in. Continuing education that doesn't bore you with what you already know.
International Learners
India, Zambia, Canada, Mexico, and beyond. World-class training shouldn't require a US zip code.
Content Contributors
Great teachers whose voice deserves to be heard. Get recognized, get compensated, reach learners worldwide.
The people who create the knowledge get paid nothing. The people who need the knowledge can't afford it.
We're changing that.
LibreOncology — Open Source Oncology Education
A benefit corporation. Built with transparency. Every dollar accounted for.