My own observation is that time is better described as human narrative description of events in the observable universe.
I have not read the paper referenced in the video and I have to really spend time on these things to recall the concepts such papers are typically breezing through, but when I have attempted in previous years to understand how scientists explain time, they seem to usually have little agreement and lots of guesses. I have not found scientists claiming they have discovered fundamental units of time. I have not found scientists claiming they can sample time. I have not found scientists claiming they can isolate time. I have not found scientists claiming to have derived time as some sort of force in the universe. I am not clear on how something that has no fundamental units, cannot be sampled, cannot be isolated, and is not a force can also be something in the physically existent universe. Yet, scientists seem to place time in their explanations and equations as something that de facto exists.