See Arr Oh has helpfully provided some time points for you all; I've added some editorial comments.
0:03 - Intro
0:54 - Who we are, in a nutshell (diversity of opinions)
3:58 - Should grad students be TAs?
7:05 - Time To Degree - "Cap things at 5 years"
11:10 - CJ goes on a rant about the sunk costs of graduate school, and that they're sunk
16:14 - Adjuncts, or The Wheel of Pain
23:15 - Funding: Grads vs. Adjuncts
28:41 - Recruitment of international graduate students: top vs. mid-tier institutions
34:19 - Research Associates - the answer? Maybe not.
UPDATE: Part 2 (on ACS executive salaries, and concluding thoughts) is up here.