The episode's title refers to the philosophical irony that Finch faces: he built the Machine to save lives, yet its existence now necessitates the death of innocent people like Peck to keep it secret. This creates a mirror between Finch and Peck, both being brilliant men who tried to do the right thing only to be punished by the "Surveillance State".
Reese encounters a rare physical challenge in this episode, getting "his ass kicked" by a professional assassin described as looking like a young Chuck Norris. Person of Interest 1x22
“No Good Deed... goes unpunished. This proverb, which the title of the episode alludes to, hits the thematic core of the episode exactly.” Serienjunkies · 13 years ago Person of Interest (TV Series 2011–2016) - IMDb The episode's title refers to the philosophical irony
Unlike earlier episodes, the threat here is not a common criminal but a government-sanctioned conspiracy involving the NSA and the Office of Special Counsel. “No Good Deed
Critics and fans praised the episode for its high stakes and tight writing.
In a rare moment of vulnerability, Finch explicitly admits to building the Machine during a conversation with Peck, unaware that Alicia Corwin—a high-ranking government official—is eavesdropping. Character Highlights
“God, I freaking love this episode too! I'm amazed (in a very good way) there's not a single episode I can say was anything other than good, seriously, the writers on this show rock!” LiveJournal · 13 years ago