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Combine common axes
These books are ranked using the themes labels extracted for The Mad Scientist's Daughter.
Themes labels used: humanity, consciousness, sentience, free will, love, desire, identity, personhood, rights, autonomy, loss, grief, selfishness, moral ambiguity, social conformity, alienation, discrimination, othering, coming of age, emotional repression, compassion, redemption, choice, societal pressure
Focused on “ethics” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
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: 0.0798
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: 0.0889
In a near-future Australia, a lonely professor buys a custom android companion—then discovers he may be becoming sentient.
Why this is here
Themes labels: humanity · sentience · free will · consent · identity · love · companionship · loneliness · ethics · personhood · self-awareness · technology · belonging · otherness · rights · moral agency
Semantic match: ranked by themes
Distance: 0.0916
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: 0.0931
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: 0.0947
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: 0.0967
In alternate 1920s Montreal, an extracted memory who can think for herself is summoned back to the lab.
Why this is here
Themes labels: 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
Semantic match: ranked by themes
Distance: 0.0974
Fugitive teens chase answers about unwinding while converging plots, shifting loyalties, and hidden history reshape everything.
Why this is here
Themes labels: identity · humanity · personhood · ethics · morality · political power · social control · body autonomy · human rights · sacrifice · parental choice · class inequality · disposability · hope · fear · coming of age · responsibility · conscience · corruption · resistance · propaganda · corporate power · government power · moral ambiguity · existentialism
Semantic match: ranked by themes
Distance: 0.0981
Nineteen genre-bending stories mix queer relationships, speculative premises, humor, and political bite across many futures.
Why this is here
Themes labels: free will · fate · identity · gender · sexuality · queerness · transness · love · loss · hope · community · survival · politics · oppression · climate change · technology and society · grief · belonging · art and expression · social division · ethics · responsibility
Semantic match: ranked by themes
Distance: 0.1004
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: 0.0746
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: 0.0794
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: 0.0855
