This podcast discusses the current state of video recognition technology and how it lags behind object recognition, with action classification performance around 30% compared to object detection in 2009. The speaker also considers the potential need for knowledge bases and reasoning to improve action recognition and ponders what the solution to the general action recognition problem might look like.