diff --git a/README.md b/README.md
index fd897cc..b3dcc9e 100644
--- a/README.md
+++ b/README.md
@@ -4,8 +4,10 @@ This is an experimental repo where I learn quantum computers.
 See corresponding md-s for explanation of each.
 
 ## General Resources
-* [Feynman's Computer Heuristics Lecture](https://www.youtube.com/watch?v=EKWGGDXe5MA) 
+* [VIDEO: Feynman's Computer Heuristics Lecture](https://www.youtube.com/watch?v=EKWGGDXe5MA) 
 - Nature isn’t classical, dammit, and if you want to make a simulation of 
 Nature, you’d better make it quantum mechanical, and by golly it’s a wonderful 
 problem, because it doesn’t look so easy.
 * [Quantum Computing Series](https://medium.com/@jonathan_hui/qc-quantum-computing-series-10ddd7977abd)
+* [VIDEO: Quantum Computing for computer scientists](https://www.youtube.com/watch?v=F_Riqjdh2oM)
+* [VIDEO: A Beginner's Guide to Quantum Computing](https://www.youtube.com/watch?v=JRIPV0dPAd4)
diff --git a/papers/201801_Quantum_Computing_in_the_NISQ_era_and_Beyond.pdf b/papers/201801_Quantum_Computing_in_the_NISQ_era_and_Beyond.pdf
new file mode 100644
index 0000000..f3f5046
Binary files /dev/null and b/papers/201801_Quantum_Computing_in_the_NISQ_era_and_Beyond.pdf differ