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These books are ranked using the themes labels extracted for The Ghost Brigades.
Themes labels used: identity, consciousness, free will, ethics, morality, humanity, choice, personhood, colonization, war ethics, nature vs nurture, individual agency, technology ethics, loyalty, duty, selfhood
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
As robots rise across the galaxy, Tim-21 and scattered allies are drawn into an interstellar war with buried origins.
Why this is here
Themes labels: consciousness · identity · personhood · ethics · discrimination · prejudice · war · revolution · nature vs machine · humanity · free will · control · power · morality · otherness
Semantic match: ranked by themes
Distance: 0.0693
A scavenger girl with a hidden power and a robot-like outsider flee a broken future while unraveling her past.
Why this is here
Themes labels: identity · memory · free will · humanity · artificial intelligence · slavery · rebellion · choice · morality · power and control · personhood · family · survival · grief · trauma · ethics of creation · freedom · trust
Semantic match: ranked by themes
Distance: 0.0715
In a Dutch-dominated alternate 1920s, a sentient mechanical servant seeks freedom amid war, spies, and philosophy.
Why this is here
Themes labels: free will · slavery · personhood · soul · sentience · religion · determinism · identity · ethics of technology · imperialism · colonialism · resistance · political power · conditioned obedience · morality
Semantic match: ranked by themes
Distance: 0.0739
A cloned boy raised as property in a drug lord’s future borderland must confront what makes him human.
Why this is here
Themes labels: humanity · identity · nature versus nurture · free will · individuality · self-determination · prejudice · slavery · power · corruption · dehumanization · human rights · belonging · acceptance · loyalty · morality · ethics of cloning · survival · compassion · empathy · immortality · addiction · sacrifice · predestination
Semantic match: ranked by themes
Distance: 0.0750
A genetically engineered war dog fights to obey his master, then questions the rules, the war, and his own right to exist.
Why this is here
Themes labels: personhood · free will · animal rights · sentience · humanity · ethics of warfare · slavery · control · responsibility · guilt · moral choice · legal rights · transhumanism · bioethics · identity · self-discovery · monstrosity · social commentary · conscience · value of life
Semantic match: ranked by themes
Distance: 0.0764
In a galaxy-spanning war, a mech and a human-mech hybrid fight to save each other and win freedom for all.
Why this is here
Themes labels: humanity · identity · personhood · free will · morality · ethics · sacrifice · love · loyalty · faith · religion · zealotry · survival · war · rights · acceptance · selfhood · human/mech boundary · philosophical questions · politics · imperialism · capitalism
Semantic match: ranked by themes
Distance: 0.0798
A self-replicating android girl goes on the run after a deadly outburst exposes a broken failsafe and a dangerous secret.
Why this is here
Themes labels: choice · free will · identity · personhood · nature versus nurture · autonomy · selfhood · parenting · love · dependency · humanity · slavery · exploitation · ethics of AI · moral responsibility · maturity · belonging · otherness · social control · body politics · consent · violence against vulnerable beings · religious futurism · class oppression
Semantic match: ranked by themes
Distance: 0.0801
A rogue mechanical, an exiled spymaster, and a city defender collide as war and freedom tests intensify.
Why this is here
Themes labels: free will · liberation · freedom · slavery · consciousness · sentience · morality · identity · power · corruption · war · humanity · determinism · agency · sacrifice
Semantic match: ranked by themes
Distance: 0.0812
A cult-raised teen accepts a corporate cure, only to wake in a robot body and uncover a conspiracy about identity and control.
Why this is here
Themes labels: identity · humanity · agency · autonomy · bodily autonomy · consent · free will · corporate greed · capitalism · ethics · technology · religion · faith crisis · indoctrination · control · power · exploitative systems · selfhood · memory · morality · rebellion · resistance · classism · healthcare · social commentary
Semantic match: ranked by themes
Distance: 0.0819
A cloned teen inherits a drug empire and must choose between preserving power and transforming a damaged world.
Why this is here
Themes labels: humanity · identity · power · responsibility · ethics · cloning · free will · slavery · environmental collapse · leadership · good vs evil · morality · trust · social justice · science ethics · drug trade
Semantic match: ranked by themes
Distance: 0.0819
A future PI uses short-lived copies of himself to solve a cloning crime that opens into a deeper mystery.
Why this is here
Themes labels: identity · individuality · selfhood · human nature · souls · memory · personhood · morality of cloning · privacy · class · prejudice · responsibility · free will · transcendence · godhood · ethics of technology · social change · cheating/fidelity · mortality
Semantic match: ranked by themes
Distance: 0.0825
A rogue security construct seeks the truth behind its erased past, aided by a sharp-witted transport AI.
Why this is here
Themes labels: personhood · sentience · free will · autonomy · identity · memory · trauma · control · governance · trust · agency · humanity · empathy · social alienation · corporate power · protector duty · fear · choice · self-discovery · moral responsibility
Semantic match: ranked by themes
Distance: 0.0827
A non-Cosmere short fiction collection of sci-fi and fantasy ideas, including a new novella, author notes, and illustrations.
Why this is here
Themes labels: identity · reality · consciousness · ethics · technology · parenting · nature vs nurture · choice · consequences · power · memory · free will · social commentary · humanity · purpose · authority
Semantic match: ranked by themes
Distance: 0.0835
An escaped android super-soldier seeks a normal life in enemy territory, but politics, violence, and identity questions pull her back in.
Why this is here
Themes labels: humanity · sentience · free will · personhood · civil rights · identity · belonging · morality · war and peace · politics · ideology · multiculturalism · technology and society · otherness · ethics of artificial life · citizenship
Semantic match: ranked by themes
Distance: 0.0846
A clone teen with the power to jump realities wakes alone on abandoned Earth and must solve why he was created.
Why this is here
Themes labels: identity · choice · consequence · free will · morality · responsibility · selfhood · humanity · survival · loneliness · trust · reality · causality · multiple selves · purpose · sacrifice · love
Semantic match: ranked by themes
Distance: 0.0851
An amnesiac young general is used in a fractured empire’s last power struggle, while rivals and allies race to stop a tyrant.
Why this is here
Themes labels: identity · memory · free will · consent · bodily autonomy · abuse · trauma · war · power · oppression · rebellion · morality · humanity · personhood · immortality · responsibility · social change · class hierarchy · choice · survival
Semantic match: ranked by themes
Distance: 0.0857
Two separated girls navigate cloning fallout, hidden dangers, and identity questions in a dual-track sci-fi sequel.
Why this is here
Themes labels: humanity · identity · selfhood · personhood · bioethics · cloning ethics · rights and dignity · individual rights vs collective good · belonging · freedom · human experimentation · memory and origin · trust · morality of science · family · love · survival · acceptance
Semantic match: ranked by themes
Distance: 0.0860
An android with xenomorph secrets becomes the prize in a deadly chase involving Marines, corporations, and rivals.
Why this is here
Themes labels: artificial intelligence · humanity · personhood · memory · consciousness · agency · free will · identity · corporate greed · military power · bioethics · weaponization · survival · sacrifice · duty · belonging · found family · power and control · morality · class and poverty · geopolitics · individual versus collective
Semantic match: ranked by themes
Distance: 0.0861
A servant girl with forbidden paper magic is swept into a skyship hunt, empire secrets, and a fight over what shikigami are.
Why this is here
Themes labels: identity · self-discovery · personhood · agency · autonomy · oppression · discrimination · empire · power · loyalty · betrayal · moral status of created beings · free will · destiny · memory · belonging · social hierarchy · war · ethics of creation · heritage
Semantic match: ranked by themes
Distance: 0.0863
A sentient android and the man who freed her face growing feelings as anti-robot pressure tightens around them.
Why this is here
Themes labels: personhood · identity · free will · sentience · humanity · love and choice · technology fear · discrimination · acceptance · rights · self-discovery · morality of creation
Semantic match: ranked by themes
Distance: 0.0865
A genetically engineered bodyguard impersonates her charge at a corrupt imperial court to keep her safe—and survive.
Why this is here
Themes labels: humanity · nature versus nurture · identity · selfhood · loyalty · power · politics · rebellion · science versus faith · knowledge suppression · moral conflict · free will · sacrifice · love and duty · human worth
Semantic match: ranked by themes
Distance: 0.0867
An amnesiac paraplegic is sent across a ruined wasteland on a mysterious mission that may reveal what he truly is.
Why this is here
Themes labels: identity · humanity · free will · obedience · knowledge · duty · survival · sacrifice · meaning · moral choice · religion · faith · end of humanity · human nature · self-destruction · truth vs deception · posthumanism · purpose
Semantic match: ranked by themes
Distance: 0.0868
After a town-wide revelation, Ethan Burke must help Wayward Pines survive when its defenses fail and the outside threat pours in.
Why this is here
Themes labels: free will · control · survival · humanity · compassion · moral choice · authority · obedience · truth versus safety · family · loyalty · personal sovereignty · sacrifice · consequences · human nature
Semantic match: ranked by themes
Distance: 0.0868
A hidden human teen on an alien space station is thrust into a galaxy-spanning chase that tests intelligence, freedom, and identity.
Why this is here
Themes labels: identity · belonging · free will · determinism · order and chaos · intelligence · consciousness · personhood · truth and deception · survival · authority · control · community · individualism · species survival · human nature · perspective · moral choice · technology and power
Semantic match: ranked by themes
Distance: 0.0872
