Recap: Person Of Interest S 01 E 22

Season 1, Episode 22:

No Good Deed

"Everyone is relevant to someone. You would know if you had anyone in your life that you cared about."
Nathan Ingram

"Oh, my God, they actually built it. After 9/11, the government wanted a computer system — a machine — That could watch everyone and everything, catch terrorists before they strike. They tried with Trailblazer, TIA, Stellar Wind. They, they all failed. If I'm right, then someone really built the damned thing—and it's watching us right now."
Henry Peck

Reese is shadowing Finch one morning, trying to find out more about him. Finch is buying breakfast when he receives a text message; he goes to the nearest payphone, picks up the handset, listens for a few moments, and hangs up before calling Reese to tell him they have a new number. When they meet, Reese asks Finch about how the Machine communicates, so he could carry on their work if something ever happened to him, but Finch simply tells him there is a contingency in place and says no more about it.

The newest number is Henry Peck, seemingly a financial analyst for a New York business firm but really an intelligence analyst for the NSA who works in their Manhattan listening post. As Reese and Finch observe, Peck is framed for drug abuse and fired from his job, and eventually a highly-trained assassin turns up at Peck's apartment and tries to kill him. Reese intervenes and saves Peck, but he gets away. With Finch eavesdropping, Peck manages to call the NSA Deputy Director: he explains that someone's trying to kill him for asking questions about a name that appeared in one of his reports, a name he'd never heard and didn't write, that single-handedly led to the government stopping a major terrorist act. He gets stonewalled, but Finch realizes why the government is trying to kill Peck: he's unwittingly stumbled onto the Machine. Finch explains to Reese that the government department controlling the Machine is ruthless about keeping knowledge of it secret, implying that such ruthlessness resulted in his injuries. Peck contacts Alicia Corwin to try and find out more, but she only gives him one tiny clue to go on: "Sibilance".

Peck breaks into the NSA listening post to gather information, while Reese and Finch observe, not wanting to intervene and reveal any more about the Machine than Peck already knows. Peck discovers that "Sibilance" was an NSA digital audit, obliquely revealing that massive amounts of intelligence data is being sent and received on a secret wavelength, and conclusively realizes that the Machine exists. The assassin ambushes Peck at the listening post but Reese intervenes again. In order to expose what he knows, Peck gets himself arrested and tells everything to the first officer that talks to him — which is Fusco, who simply dismisses Peck as a raving nutcase. Reese breaks Peck out of prison but isn't quick enough to stop him calling someone in the Office of Special Council; Finch reveals that someone high up in the Office is part of the Machine's inner circle, meaning their location has been compromised. From the phone call, the assassin is able to find Reese and Peck and take out their car. He and Reese fight, and Reese barely wins, but Peck gets away again. Finch intercepts a message from Peck arranging a meeting with a reporter for the next day, and shows up instead. He confirms Peck's suspicions about the Machine but encourages him to start a new life rather than continue asking questions, and gives him the money and means to do so. When asked how he knows all this, Finch admits it's because he built the Machine.

Most of Peck's evidence was destroyed in the wreckage of his and Reese's escape vehicle, but Carter finds a single scrap of paper that reads "Sibilance". Reese follows clues from around the library to find the coffee cart where Finch goes regularly, and then what he believes is Finch's house, but it's not: the sole occupant is Grace, an artist and Finch's ex-fiance who believes he died several years earlier. When Reese leaves, he sees Finch watching the house. Finch admits that he was engaged to Grace, and faked his death to protect her from the Machine.

In flashbacks to 2009, the Machine has been completed and Finch is making the final adjustments before it's turned over to the government; the hardware will be shipped via freight train to a secure location, and no one will have access to the servers or the operating system. Nathan is still upset about the "irrelevant" persons of interest being ignored, and also comments that Finch should start putting some time and effort into his own life. Finch implies that there already is someone in his life, but Nathan doesn't believe it, sure that he'd know if Finch had met someone. Later, Nathan meets Alicia Corwin for drinks and to discuss the details of the handover, such as how the Machine's intelligence will be disseminated to the government and how many people know of its existence. Nathan offhandedly comments that only eight people know about the Machine, but Alicia corrects him: only seven people should know. He tries to pass it off as a mistake but she's unconvinced. Afterwards, Nathan returns to IFT to ask Finch about adding a contingency to the Machine, in case the government ever abused it, but Finch refuses on the ground that a backdoor would create a gap in the security that someone could exploit. Finch shuts down the Machine's hardware to prepare for the handover, but later, Nathan returns, reboots the system and adds a new core program called "Contingency".

In the coda, we revisit Finch's conversation with Peck, but learn that Alicia was sitting at a nearby table, listening in. She hears when Finch admits he built the Machine and is visibly shocked and scared by the revelation.

Tropes present in this episode include

  • Assassin Outclassin': Reese's modus operandi in this episode, as in many episodes.
  • The Beard: Nathan says he's this for Finch, posing as the supposed inventor of the Machine.
  • Conspiracy Thriller
  • Continuity Nod: Finch comments that the numbers "can't all be babies and Mafia dons."
  • Crowning Music of Awesome: "I'm Afraid of Americans" — yes, you should be.
  • Deadpan Snarker: Finch can't resist jibing Reese about his inability to charm his way past the receptionist.
    • Not to mention:
    Reese: So how'd you get his number?
    Finch: Well, John, there's this Machine...
  • Double Meaning: During his initial briefing to Reese, Finch suddenly asks, "Are you following me?" Most obviously, he's asking if Reese is paying attention, since he seems more interested in his book. However, he also could be referring to Reese covertly surveilling him in the previous scene - and the end of the episode seems to indicate he's definitely aware of Reese's extracurricular activities.
  • Elite Mooks - Intelligence Support Activity. Even John has his hands full trying to get rid of each member of the hit squad sent after Peck.
  • Foreshadowing: Peck is attempting to call "Alicia" in the opening scenes of the episode.
  • Failure Is the Only Option - An Aesop
  • Freeze-Frame Bonus: When playing Peck's phone conversation, photo of the man on the other end of the line has NSA emblem on background, long before Peck is revealed to be NSA employee.
  • It's Not You, It's My Enemies: Finch left Grace — and faked his death — to keep her safe from the effects of the Machine.
  • Laser Sight
  • Make It Look Like an Accident: Lampshaded by the hit team when they point out it's no longer possible due to Reese's intervention. They were going to make Peck's death look like suicide via an overdose of pills.
  • Must Have Caffeine: Finch gathers intelligence on the NSA outpost by wagering that their staff is a bunch of caffeine addicts and slipping a coffee machine rigged with a camera into their mail. It works.
  • Punch Clock Villain: Reese asks the dying assassin if he knows why they ordered him to kill Peck. He replies, "I never asked."
  • Shown Their Work: In his conversation with Fusco in the interrogation room, Peck mentions three real-life government research programs—"Trailblazer", TIA ("Total Information Awareness"), and "Stellar Wind"—all of which were attempts to build a data-mining system similar to The Machine—and also mentions the "Shannon limit," the theoretical maximum information transfer rate of a communications channel for a particular noise level.
  • Similar Squad: Peck for Finch and Reese for the military hitman.
  • Stock Episode Titles
  • Swiss Cheese Security: Averted, which is what tips off our heroes that the 'business' Peck works for is more than it seems.
  • The Trouble With Tickets / The Determinator: Peck once wrote a 78 page legal brief to get out of paying a ticket. This tips Reese off that he's not going to drop the matter that got him marked for death easily.
  • Vehicle Vanish: The government assassin does one while being tailed by Reese.
  • Verbal Backspace: It's implied that Nathan's lead to his own death and Finch's injuries.
    Nathan: Eight people in the world know it exists. We need to keep it that way.
    Alicia: Seven, Nathan. Seven people, unless you told someone.
    Nathan: ["Oh crap"] ...come on, Alicia, you know I'm terrible at math.
  • Whole Plot Reference: Peck is living out Three Days Of The Condor.
  • You Know Too Much: And worse, Peck doesn't even know what he knows.