Depressed single mom Adele and her son Henry offer a wounded, fearsome man a ride. As police search town for the escaped convict, the mother and son gradually learn his true story as their options become increasingly limited.

Nineteen year old Andrew Niemann wants to be the greatest jazz drummer in the world, in a league with Buddy Rich. This goal is despite not coming from a pedigree of greatest, musical or otherwise, with Jim, his high school teacher father, being a failed writer. Andrew is starting his first year at Shaffer Conservatory of Music, the best music school in the United States. At Shaffer, being the best means being accepted to study under Terence Fletcher and being asked to play in his studio band, which represents the school at jazz competitions. Based on their less than positive first meeting, Andrew is surprised that Fletcher asks him to join the band, albeit in the alternate drummer position which he is more than happy to do initially. Andrew quickly learns that Fletcher operates on fear and intimidation, never settling for what he considers less than the best each and every time. Being the best in Fletcher's mind does not only entail playing well, but knowing that you're playing well and if not what you're doing wrong. His modus operandi creates an atmosphere of fear and of every man or woman for him/herself within the band. Regardless, Andrew works hard to be the best. He has to figure out his life priorities and what he is willing to sacrifice to be the best. The other question becomes how much emotional abuse he will endure by Fletcher to reach that greatness, which he may believe he can only achieve with the avenues opened up by Fletcher.

Davis (Jake Gyllenhaal), a successful private equity fund partner, struggles after losing his wife in a tragic car crash. Despite pressure from his father-in-law, Phil (Chris Cooper), to pull it together, Davis continues to unravel. What starts as a complaint letter to a vending machine company turns into a series of letters revealing startling personal admissions. Davis' letters catch the attention of customer service rep, Karen (Naomi Watts), and, amidst emotional and financial burdens of her own, the two form an unlikely connection. With the help of Karen and her son Chris (Judah Lewis), Davis starts to rebuild, beginning with the demolition of the life he once knew.

This movie follows the story of a group of high school teenagers and their parents as they attempt to navigate the many ways the internet has changed their relationships, their communication, their self-images, and their love lives. This movie attempts to stare down social issues such as video game culture, anorexia, infidelity, fame hunting, and the proliferation of illicit material on the internet. As each character and each relationship is tested, we are shown the variety of roads people choose - some tragic, some hopeful - as it becomes clear that no one is immune to this enormous social change that has come through our phones, our tablets, and our computers.

The film is about Marlo, a mother of three, including a newborn. Marlo's brother gives her a night nanny as a gift. Hesitant with the extravagance at first, Marlo comes to form a unique bond with the thoughtful, surprising, and sometimes challenging young nanny named Tully.