I had been meaning to read the AlphaGenome paper on non-coding variant effect prediction from Google DeepMind which recently showed up in Nature, but had found excuses not to dive in. Then DeciBio’s Stephane Budel posted on LinkedIn with some incisive comments and few things spur me to action better than my sense of competition! So here's a quick, incomplete & imperfect take on this giant paper.