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These books are ranked using the characterization labels extracted for Hard Boiled.
Characterization labels used: insurance investigator, tax collector, robot, homicidal, psychotic, hardened protagonist, loving husband, devoted father, regular guy facade, dual personality, memory problems, self-aware machine, corporate enforcer, killer robot
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A robot PI-turned-hitman in alternate 1960s Hollywood is pulled into a missing-person case and a deeper conspiracy.
Why this is here
Characterization labels: robot detective · robot assassin · amnesiac protagonist · sarcastic protagonist · hardboiled PI · femme fatale · supercomputer handler · secretive handler · quippy narrator
Semantic match: ranked by characterization
Distance: 0.1633
A robot detective races through a web of murders, war secrets, and escalating revelations as the hunt closes in on Atom.
Why this is here
Characterization labels: robot detective · scientist · professor · advanced robots · villain with hidden motives · complicated antagonist · widower · grandfather · mysterious creator · protective guardian · emotionally complex characters · tortured characters
Semantic match: ranked by characterization
Distance: 0.1677
A protocol-bound robot valet kills his master and wanders a collapsed future world searching for purpose.
Why this is here
Characterization labels: robot protagonist · valet · domestic servant · literal-minded · protocol-bound · emotionless (claimed) · self-aware (disputed) · rebellious companion · diagnostician robot · bureaucratic robots
Semantic match: ranked by characterization
Distance: 0.1776
In a crowded future, a suspicious heir crosses space to test a one-way colony’s promise of paradise.
Why this is here
Characterization labels: paranoid protagonist · neurotic hero · investigator · anti-hero · corporate executive · mercenary figure · creditor pressure · obsessive seeker · hallucinating protagonist
Semantic match: ranked by characterization
Distance: 0.1817
In a futuristic city ruled by rival corporations, a silent chain of strange events turns a mysterious briefcase into chaos.
Why this is here
Characterization labels: everyday worker · bureaucrat · robot · alien · corporate boss · henchman · scientist · servitor · meek robot · compassionate robot · ordinary people · anonymous protagonists
Semantic match: ranked by characterization
Distance: 0.1828
A robot detective races to solve a serial-killer mystery targeting the world’s greatest robots as buried truths surface.
Why this is here
Characterization labels: robot detective · compromised protagonist · humanlike robots · tragic backstory · complex characters · emotionally expressive robots · villain mastermind · orphaned child robot · idealistic characters · government-made character
Semantic match: ranked by characterization
Distance: 0.1864
A themed anthology of short fiction imagining robot uprisings, AI rebellion, and the human cost of future tech gone wrong.
Why this is here
Characterization labels: self-aware robots · sentient machines · murderous robots · sympathetic robots · human survivors · teen hacker · sysadmin · robot caregiver · robot victim · robot protagonist
Semantic match: ranked by characterization
Distance: 0.1913
A grieving man is pulled into parallel lives and a deadly confrontation with his own double.
Why this is here
Characterization labels: flawed protagonist · everyman · grieving widower · traumatized man · unlikable lead (mixed) · redeemable character · doppelgänger antagonist · psychopath · serial killer · psychiatrist · experimental patient · relatable protagonist
Semantic match: ranked by characterization
Distance: 0.1918
A NYC medical examiner investigates a sudden death tied to transplantation, gene editing, and a feared outbreak.
Why this is here
Characterization labels: medical examiner · forensic pathologist · sarcastic protagonist · unlikeable protagonist · whiny protagonist · self-centered protagonist · brilliant investigator · boss-wife dynamic · bossy wife · wealthy businessman · villainous scientist · stiff characters · wooden characters · cartoonish villains · family-strained protagonist
Semantic match: ranked by characterization
Distance: 0.1919
A grief-stricken true-crime writer investigates a murdered recluse and uncovers a reality-bending mystery.
Why this is here
Characterization labels: reclusive man · true crime writer · widower · single father · obsessive protagonist · broken protagonist · sympathetic protagonist · eccentric victim
Semantic match: ranked by characterization
Distance: 0.1932
A skeptical Earth detective is forced to solve a murder with a humanoid robot partner in a crowded, far-future city.
Why this is here
Characterization labels: human detective · robot detective · skeptical protagonist · competent robot · uneasy allies · philosophical detective · prejudiced protagonist · open-minded arc
Semantic match: ranked by characterization
Distance: 0.1934
A linked SF story collection follows journalists, robots, and wanderers through far-future mysteries, art, memory, and identity.
Why this is here
Characterization labels: investigative journalist · artist · robot protagonist · cyborg · loner · questing protagonist · sympathetic AI · enigmatic figure · humanity under pressure · transcendent identity · famous creator
Semantic match: ranked by characterization
Distance: 0.1972
