diff --git a/README.md b/README.md
index 3c708323..73e99dc6 100644
--- a/README.md
+++ b/README.md
@@ -73,7 +73,7 @@ interact with the website.
 
 ## The Plan
 
-##### We want to get to an initial MVP as fast as possible, by following the 3-steps outlined in the InstructGPT paper.
+##### We want to get to an initial MVP as fast as possible, by following the 3-steps outlined in the [InstructGPT paper](https://arxiv.org/abs/2203.02155).
 
 1. Collect high-quality human generated Instruction-Fulfillment samples
    (prompt + response), goal >50k. We design a crowdsourced process to collect