> now reading: Issue #001, coming soon

AI, explained in every shade.

Deep dives you can actually finish, projects with real code, and resources worth bookmarking. No hype, no fluff, just the good stuff, explained properly.

  • Code-along posts with runnable notebooks
  • 3 levels from Rookie to Legend
  • Weekly new issues
  • LLMs
  • Agents
  • RAG
  • Diffusion
  • Evals
  • Fine-tuning
  • Tokenizers
  • Inference
  • Computer vision
  • MLOps
  • AI safety
  • Math for ML

> choose --level

Pick your level

Every post is tagged by difficulty, so you always know what you're getting into.

  1. Rookie

    New to AI. Start with intuition and pictures. No math degree needed.

    Rookie posts
  2. Hero

    You've run a notebook or two. Now learn how the internals actually work.

    Hero posts
  3. Legend

    Papers, math and production war stories. Bring coffee.

    Legend posts

> ls ./blog --latest

Latest issues

No issues published yet. The next panel is still being drawn.

> git log --projects

Things we built

Real projects, real repos. Every one comes with a write-up of what worked and what didn't.

$ paperpal ask 2310.06825 "what is sliding window attention?"
→ answer + 3 citations (p.2, p.4, p.7)
Shipped

Paper Pal

Chat with any arXiv paper. Every answer cites the page it came from.

  • Python
  • FastAPI
  • pgvector
$ python train.py --params 10M
step 4200 · loss 1.93 · "POW! said the robot"
Cooking

Tiny GPT

A 10M-parameter GPT trained from scratch on comic book dialogue.

  • PyTorch
  • Weights & Biases
$ arena vote --blind
model A vs model B · you picked B
Experimental

Eval Arena

Compare two models side by side and vote blind. Results feed a live leaderboard.

  • Next.js
  • SQLite

> open ./resources

Starter packs

Hand-picked papers, courses, tools and datasets, bundled by topic. Each pick comes with a note on why it's worth your time.

Or browse by type Papers Tools Courses Datasets Models

Weekly AI drops. Zero spam, all signal.

One email every Friday: the new issue, one project update and three links worth your time.

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