Code that reads like code
Publish technical articles with syntax-highlighted code blocks that stay readable across article pages, previews, and subscriber emails.
Publishing for serious AI/ML writing.
Empirq is a publishing platform for ML engineers, researchers, data scientists, and technical educators who write with code, math, and field-specific depth. Publish non-exclusively, keep ownership of your work, and send full technical articles to subscribers’ inboxes with formatting preserved.
- Native code rendering
- LaTeX math
- Full article emails
- AI/ML subfield discovery
- Non-exclusive publishing
- 90% standard / 100% founding writer share
Built for AI/ML practitioners
- ML engineers
- Researchers
- Data scientists
- Technical educators
- MLOps engineers
- Applied scientists
- Builders across modern AI systems
Built around the primitives of AI/ML writing.
Most publishing tools were designed for prose. AI/ML writing needs readable code, clean math, long-form structure, and discovery organized around the fields practitioners actually work in.
Math that survives publishing
Use inline and block-level LaTeX math for equations, derivations, and technical explanations without turning them into screenshots.
Full technical articles in the inbox
Deliver complete subscriber emails with code blocks, math, headings, and formatting preserved, so your writing still reads like technical writing outside the browser.
Discovery by AI/ML subfield
Help readers find work through focused areas like LLMs, deep learning, MLOps, data science, retrieval, agents, evaluation, computer vision, NLP, and applied AI.
Creator-first economics, without platform lock-in.
Empirq is designed so writers keep control of their work and the upside from their reader relationships.
90%
Standard writers receive 90% of Net Subscription Revenue.
100%
Founding Writers receive 100% of Net Subscription Revenue while their account remains in good standing.
Net Subscription Revenue means revenue after payment processing fees, refunds, chargebacks, taxes, reserves, and other payment-related adjustments.
Everything else, one link away.
How the platform works for writers and readers, the full subfield taxonomy, an honest comparison against other platforms, and why Empirq exists.
Build your AI/ML publication on a platform
designed for the work.
Empirq gives technical writers a place to publish deeply, reach the right readers, and keep ownership of what they create.