Attention Is All You Need
The idea that taught machines to read: meet the Transformer
This could make your translation apps much better.
Read today's annotation →Marginalia
Notes on the AI research that matters.
A student-run reading room · est. 2024
yes, a 16-year-old started this.
no, we do not bite. ↘
no, we do not bite. ↘
we read the hard papers
so you do not have to. ↘
so you do not have to. ↘
What this is
Marginalia is a daily, plain-language guide to the AI research that actually matters. Each day we pick one paper worth understanding, read it properly, and explain it in the margins: the jargon, the stakes, and the occasional joke.
No PhD required. You bring the curiosity; we bring the red pen. Once something finally clicks, you can annotate it for the next person who shows up.
Def.
research (n.) the part everyone cites and almost nobody reads.
we read it.
MK
a member left this: "the red pen is genuinely my favorite part."
one paper a day.
read at your own pace. ↘
read at your own pace. ↘
Today's Margin · Thursday, June 18
we pick the one paper
worth your attention today.
worth your attention today.
How a day works
i.
We pick one paper
From the firehose of new AI work, one paper that is worth your time.
ii.
We read it for you
Then we rewrite it in plain language, with the jargon defined in the margins.
iii.
You annotate it
Add your own note. The next reader learns from the margin you leave behind.
One paper, understood properly, beats fifty headlines skimmed.
a small archive,
growing one day at a time. ↘
growing one day at a time. ↘
Why bother
one good paper, properly understood, beats fifty half-read headlines.
FIELDNOTES
One short letter each week: the papers worth your weekend, in plain language. No spam, no hype.