Rudrite
Rudrite is a workshop at the frontier of AI — we take the field apart, make it legible, and build from what we learn. Research is open; more wings are coming.
What we are
We read the papers that move the field, rebuild them as things you can play, and build what comes next.
One workshop, many wings.
The wings
Two wings open. More in the workshop.
AI papers you can see.
Landmark AI & ML papers, rebuilt as interactive, animated explainers — every exhibit computed from the paper's real formulas, every quote verbatim. Read one, play with it, and the field gets a little less opaque.
Visit research.rudrite.com
Learn the craft.
A place to get genuinely good at the craft. We're keeping the details under wraps — for now.
Visit academy.rudrite.comMore of the workshop, soon.
The workshop keeps growing. More of what we build at the frontier — coming.
From Research
Papers, made legible.
A few of the explainers waiting at research.rudrite.com.
- Foundations
Attention Is All You Need
A word looks at every other word — and decides what matters.
- Kernels
FlashAttention
Exact attention, made fast by never writing the big matrix to memory.
- Architectures
Mamba
A recurrence that reads what it's reading — and outruns attention.
- Comparison
Transformers vs Mamba
All-pairs attention versus a selective state space, compared.
Latest
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Frequently asked
What is Rudrite?
Rudrite is a workshop at the frontier of AI — we take the field apart, make it legible, and build from what we learn. Research is the first wing; Academy and more are coming.
What is Rudrite Research?
Rudrite Research turns landmark AI & ML papers into interactive, animated explainers — every exhibit computed from the paper's real formulas, every quote verbatim. It is live at research.rudrite.com and free to read.
Is Rudrite Research free?
Yes. Every explainer is free to read — no sign-up, no ads.
Which papers does Rudrite Research cover?
Foundational and frontier work — Attention Is All You Need, GPT-3, BERT, Chinchilla, FlashAttention, PagedAttention, Mamba, Mixtral, DeepSeek-V3 and R1, Qwen3, OLMo 2, and more — plus side-by-side comparisons.
Is “Rudrite” the same as “rudite”?
No. Rudrite (with an r) is a company building at the frontier of AI; “rudite” is a type of sedimentary rock. If you are looking for interactive AI paper explainers, you are in the right place — it is Rudrite.
What is coming after Research?
Academy — a place to get genuinely good at the craft — plus more wings from the workshop. Research is open now; the rest are in the works.