Sentence:  The restless scrolling, the clammy self-reproach afterwards … we could recognise that as addiction quite easily, but the mathematical mechanism for having created it makes horrible sense (Lanier isn't that interested in culprits, though he finds all of Silicon Valley pretty <WSD>callow</WSD>). 
Meaning of the word marked with <WSD> tags:  Immature, lacking in life experience.