Royal Tenenbaum and his wife Etheline had three children and then they separated. All three children are extraordinary --- all geniuses. Virtually all memory of the brilliance of the young Tenenbaums was subsequently erased by two decades of betrayal, failure, and disaster. Most of this was generally considered to be their father's fault. "The Royal Tenenbaums" is the story of the family's sudden, unexpected reunion one recent winter.

Upon his release from a mental hospital following a nervous breakdown, the directionless Anthony joins his friend Dignan, who seems far less sane than the former. Dignan has hatched a harebrained scheme for an as-yet-unspecified crime spree that somehow involves his former boss, the (supposedly) legendary Mr. Henry.

When a beautiful first-grade teacher arrives at a prep school, she soon attracts the attention of an ambitious teenager named Max, who quickly falls in love with her. Max turns to the father of two of his schoolmates for advice on how to woo the teacher. However, the situation soon gets complicated when Max's new friend becomes involved with her, setting the two pals against one another in a war for her attention.

Apparently an attempt to parody the "Charlie Rose" show, here host Peter Bradley interviews 6 (well, 5, since one doesn't show up) of the bit players from "The Royal Tenenbaums."