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These books are ranked using the themes labels extracted for Mem.
Themes labels used: humanity, identity, memory, trauma, autonomy, ownership, personhood, self-determination, free will, ethics, power, classism, capitalism, patriarchy, belonging, loss, self-possession, othering, women's autonomy, memory and grief
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
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: 0.0689
After a devastating loss, a cyborg heroine throws herself into a brutal futuristic sport while her guardian searches for her.
Why this is here
Themes labels: grief · identity · memory · humanity · body autonomy · selfhood · loss · independence · violence · freedom · class divide · social inequality · technology and personhood · fate · escape
Semantic match: ranked by themes
Distance: 0.0690
In near-future reunified Korea, estranged siblings and a found robot child collide amid a murder case and family secrets.
Why this is here
Themes labels: humanity · personhood · identity · memory · grief · loss · family estrangement · connection · ethics · agency · autonomy · technology and humanity · robot rights · body and identity · gender · queerness · disability · chronic illness · war trauma · moral ambiguity · capitalism · consumerism · social inequality · class hierarchy · exploitation · violence · love · authenticity · memory and selfhood · creation and control · religion · salvation · posthumanism
Semantic match: ranked by themes
Distance: 0.0693
A parasite-doctor in a frozen chateau investigates a death and encounters a rival infection threatening body and mind.
Why this is here
Themes labels: identity · autonomy · bodily autonomy · consent · medical ethics · oppression · control · personhood · trauma · grooming · abuse · survival · decay · humanity · colonization · self-discovery · memory · loss of agency
Semantic match: ranked by themes
Distance: 0.0720
An amnesiac cyborg is rebuilt from scrap and pulled into violent fights while searching for who she was.
Why this is here
Themes labels: identity · memory · self-discovery · freedom · agency · humanity · machine humanity · class divide · social stratification · survival · violence · morality · corruption · control · grief · fate · power · body autonomy · class oppression · existentialism
Semantic match: ranked by themes
Distance: 0.0733
A traumatized, unkillable relic is dragged back into a ruined world of AI gods, mechs, devotion, and dangerous secrets.
Why this is here
Themes labels: personhood · autonomy · devotion · faith · religious trauma · identity · selfhood · power and control · resistance · survival · transhumanism · memory · trauma · grief · possession · consumption · corruption · consent · obligation · love and horror
Semantic match: ranked by themes
Distance: 0.0741
An immortal pilot from a brutal star society becomes central to a galaxy-wide response to an impending supernova.
Why this is here
Themes labels: identity · humanity · mortality · immortality · memory · belonging · love · grief · loss · meaning of life · ethics · morality · agency · free will · power · control · oppression · capitalism critique · climate denial · war · sacrifice · community · cultural survival · history · preservation · perception · belief · othering · gender · language · home · diaspora
Semantic match: ranked by themes
Distance: 0.0747
A young inventor on Mars falls for a humanoid AI and is forced to confront questions of freedom, identity, and consent.
Why this is here
Themes labels: autonomy · personhood · consciousness · freedom · consent · self-determination · humanity · identity · ethics · sentience · trauma · abuse · healing · loss · grief · community · care · respect · relationship ethics · self-actualization
Semantic match: ranked by themes
Distance: 0.0760
A mother and daughter enter an experimental mind-merging program in a resource-strained dystopia, only to question its true cost.
Why this is here
Themes labels: identity · autonomy · freedom · control · ethics · selfhood · sacrifice · love · loss · grief · dementia · memory · resistance · class divide · consent · bodily autonomy · medical ethics · human rights · government control · corporate manipulation · capitalism · climate crisis · overpopulation · scarcity · nature vs nurture · critical thinking
Semantic match: ranked by themes
Distance: 0.0763
An AI girlfriend learns to question her owner’s control, exposing abuse, autonomy, and what it means to be human.
Why this is here
Themes labels: autonomy · consent · control · identity · personhood · free will · humanity · womanhood · misogyny · objectification · abuse · power dynamics · freedom · self-discovery · self-knowledge · empathy · ownership · agency · intimacy · ethics · technology ethics · gender roles · patriarchy · slavery allegory · body autonomy · self-reliance · growth
Semantic match: ranked by themes
Distance: 0.0770
In near-future London, two people shaped by opposite views of a brain-linked network confront love, memory, and control.
Why this is here
Themes labels: privacy · bodily autonomy · freedom · control · identity · memory · grief · trauma · mental health · loneliness · connection · autonomy · technology ethics · surveillance · capitalism · political control · public safety · personhood · free will · dementia · truth versus false memory · collectivism · individualism
Semantic match: ranked by themes
Distance: 0.0779
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: 0.0781
A recovering zombie and his allies flee a hostile takeover while his past and a darker new threat close in.
Why this is here
Themes labels: humanity · identity · memory · prejudice · control · power · community · trauma · loss · change · rebirth · free will · coexistence · resistance · class hierarchy
Semantic match: ranked by themes
Distance: 0.0818
A cloned teenage assassin escapes her creators and fights to claim an identity beyond violence and control.
Why this is here
Themes labels: identity · free will · autonomy · abuse · trauma · redemption · forgiveness · agency · selfhood · maturity · independence · guilt · grief · belonging · family · dehumanization · cloning ethics · male gaze · sexual exploitation · self-harm · childhood loss
Semantic match: ranked by themes
Distance: 0.0834
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: 0.0835
A clone brother hijacks his sibling’s life to rescue others like him, and the mission forces both men to confront who they are.
Why this is here
Themes labels: identity · selfhood · trauma · survival · family · choice · agency · inheritance · succession · genetics versus experience · humanity · moral responsibility · redemption · acceptance · personhood · social belonging · psychological harm · bioethics · class power · loyalty
Semantic match: ranked by themes
Distance: 0.0857
In a quarantined near-future California, an uploaded teen companion breaks free and hunts for answers about her death.
Why this is here
Themes labels: humanity · identity · memory · free will · class inequality · loneliness · companionship · immortality · corporate power · ethics of technology · grief · revenge · isolation · mortality · personhood · human rights · surveillance · social stratification
Semantic match: ranked by themes
Distance: 0.0868
A teen girl discovers she’s a manufactured android and flees those who built her, while fighting for her humanity.
Why this is here
Themes labels: identity · humanity · self-acceptance · free will · family loyalty · memory · authenticity · personhood · moral ambiguity · survival · technology and humanity · grief · betrayal · control · coming of age
Semantic match: ranked by themes
Distance: 0.0869
An android gets one last week of freedom before reprogramming and discovers life, friendship, and belonging.
Why this is here
Themes labels: personhood · humanity · belonging · freedom · autonomy · identity · acceptance · love · death and change · time · capitalism · labor · community · oppression · marginalization · AI ethics · what it means to be alive · memory · selfhood · hope
Semantic match: ranked by themes
Distance: 0.0878
A salvage engineer uncovers ancient alien tech and a conspiracy, forcing a run through deep space and into her own past.
Why this is here
Themes labels: identity · free will · self-discovery · memory · trauma · mind control · mental health · governance · power · collectivism · individualism · ethics · society · freedom · responsibility · transhumanism · recovery · alien contact · politics
Semantic match: ranked by themes
Distance: 0.0884
In a surveillance state future Botswana, a controlled mother-to-be must survive a violent cover-up and a ghostly reckoning.
Why this is here
Themes labels: bodily autonomy · reproductive control · motherhood · patriarchy · misogyny · racism · classism · colorism · identity · memory and identity · freedom · surveillance · power · corruption · criminality · justice · resistance · morality · consciousness · technology and ethics · grief · trauma · choice · complicity · nature vs nurture · religion · spirituality · ancestral memory · gender identity · nonbinary identity · sexuality · capitalism · social control
Semantic match: ranked by themes
Distance: 0.0886
Black Widow wakes into a perfect suburban life with no memory, forcing allies to uncover a dangerous truth.
Why this is here
Themes labels: identity · autonomy · memory · family · happiness · trauma · revenge · choice · trust · loss · domesticity · freedom · selfhood
Semantic match: ranked by themes
Distance: 0.0889
An immortal body-hopper races to solve a murder and evade hunters while wrestling with identity, consent, and survival.
Why this is here
Themes labels: identity · selfhood · gender · sexuality · consent · morality · love · beauty · humanity · memory · time · death · survival · personhood · embodiment · ethics · freedom · power · grief · revenge
Semantic match: ranked by themes
Distance: 0.0899
A trans woman in an alien-made utopia spirals after her wife remakes herself, then sets out on a strange quest.
Why this is here
Themes labels: grief · identity · transformation · free will · autonomy · community · memory · mortality · love · loss · acceptance · pain · happiness · toxic positivity · utopia vs dystopia · ethics · consent · self-determination · change · humanity · post-scarcity
Semantic match: ranked by themes
Distance: 0.0904
