Papers you can play with
Scientific papers are hard to read. Envision turns their core ideas into interactive simulations so you can see what they mean, not just read about it.
Explore Papers
The SIR Model
How epidemics spread · Kermack & McKendrick, 1927
Understand why R₀ is the magic number that determines whether a disease becomes an epidemic.
Attention Is All You Need
The Transformer architecture · Vaswani et al., 2017
See how self-attention lets models weigh the importance of different parts of the input.
Denoising Diffusion
How AI generates images · Ho et al., 2020
Watch noise become signal, step by step, and understand how Stable Diffusion works.
Prisoner's Dilemma
The evolution of cooperation · Axelrod, 1984
Explore why cooperation emerges even among selfish agents through repeated interactions.
Why I Built This
Reading a paper about epidemic models is one thing. Watching an epidemic unfold—tweaking parameters and seeing the curves change—is another. I believe the best way to understand an idea is to play with it.
Every simulation is verified against the original paper and cites sources for empirical claims.