Read the research, the AI-native way.

Aprecis turns each fresh AI paper into interactive learning material, then shows you how every idea connects to the next.

Read a real card.

Toggle the prompt mode and watch the answer, accuracy, and verdict shift in real time.

Language Models are Few-Shot Learners · Brown et al., 2020

CARD 04 · IN-CONTEXT LEARNING

Same model. Different prompts.

GPT-3's weights never change here. Toggle the demos and watch the answer get sharper.

PROMPT
Translate English to French.
Just the instruction. No demos.
ACCURACY 50%

Half right. Got the language. Added an article it shouldn't have.

Research shouldn't feel like homework.

Too technical

Plain English. Math on the side.

40 page PDF

A guided deck. One idea at a time.

Doomscrolling

Same swipe. Better reward.

Every paper, one idea.

Distill abstracts into interactive and concise learning materials.

why?
01

The hook

A question worth answering.

YOU KNOW THE PAPER
02

The analogy

A mental model you already own.

low → high
03

The visual

Drawn fresh for the paper.

a.
04

The takeaway

One sentence to repeat at dinner.

Tomorrow's paper, already a lesson.

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