In the video, an elderly man with white hair is seen speaking to the camera. He is wearing a white shirt and is seated in front of a bookshelf filled with books. The man is making hand gestures as he speaks, and the word "Numberphile" is displayed on the screen. The background is blurred, but the focus is on the man and his speech.