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intuitivepapers.ai · Understand the papers behind modern AI
intuitivepapers.ai · 2026-06-19 · via Hacker News: Show HN

Deep, interactive explainers. Intuition first, then the math, with figures you can play with, and every claim checked against the source.

Featured explainer

DiffusionBlocks

Train a diffusion model block-by-block, not end-to-end.

Read the explainer

intuitivepapers.ai/diffusionblocks/

What makes an explainer different

Not a summary. The thing itself.

Intuition before math

One vivid analogy per hard idea, and we say exactly where the analogy breaks.

Figures you can play with

Sliders, play buttons, real interaction. You build the understanding by doing, not by staring at a static diagram.

Verified against the source

Checked against the primary literature. We flag where the paper itself is wrong.

Reads like a human

Written and edited by hand, not generated and dumped. Made to be read for thirty minutes, not skimmed.

We're opinionated about what's worth your time

How papers get into the library

01

Hand-picked

Seminal and high-impact papers, chosen deliberately.

02

Requested & upvoted

Readers submit an arXiv link or upvote what they want explained next.

03

Trending on arXiv

We watch what is rising in citations, downloads, and discussion, and explain it while it is current.

The queue

What readers want explained next

Upvote a paper to push it up the queue, or request one of your own below. Click your vote again to take it back.

  • 01RL & alignment
  • 02RL & alignment
  • 03Vision
  • 04Architecture
  • 05Architecture
  • 06RL & alignment
Browse and search all 11 papers

Request a paper

Which paper should we explain next?

Paste an arXiv link and it joins the queue with your vote. We read every request.