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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 “autonomy” 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 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
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
A defiant human cop is chosen as an alien king’s mate and runs, forcing a chase that tests freedom, duty, and desire.
Why this is here
Themes labels: autonomy · consent · free will · agency · misogyny · moral ambiguity · compromise · identity · adaptation · loss of freedom · grief · human rights · trust · belonging · survival
Semantic match: ranked by themes
Distance: 0.0925
A rogue SecUnit faces kidnapping, alien threats, and an unexpected AI reunion while trying to keep its humans alive.
Why this is here
Themes labels: personhood · sentience · freedom · autonomy · choice · responsibility · care · trust · trauma · recovery · grief · identity · humanity · connection · friendship · family · emotional development · self-determination · corporate exploitation · colonization · social awkwardness
Semantic match: ranked by themes
Distance: 0.0944
A multiverse-spanning team races to stop an AI-human war from unleashing extinction across countless Earths.
Why this is here
Themes labels: identity · sentience · selfhood · consciousness · personhood · free will · autonomy · empathy · compassion · community · humanity · morality in war · redemption · sacrifice · peace vs violence · genocide · collateral damage · sustainability · authoritarianism · self-destruction · prejudice · dehumanization · victory through surrender · hope · optimism
Semantic match: ranked by themes
Distance: 0.0945
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
A nameless Recorder must survive a failed mission, shed her conditioning, and decide who she is beyond duty.
Why this is here
Themes labels: identity · personhood · humanity · human worth · free will · obedience · autonomy · emotion · faith · sacrifice · friendship · love · forgiveness · duty · choice · truth · bias · value of human life · community · trauma
Semantic match: ranked by themes
Distance: 0.0976
An isolated war robot with a stolen leg embarks on a post-apocalyptic road trip that turns into a fight for hope, identity, and peace.
Why this is here
Themes labels: hope · resilience · healing · identity · personhood · autonomy · free will · bodily autonomy · trauma · grief · loss · memory · purpose · forgiveness · connection · community · humane technology · humanity · choice · change · survival · responsibility · environmental collapse · war and peace
Semantic match: ranked by themes
Distance: 0.0984
A spoiled young Prince in a galaxy-spanning empire discovers he must survive assassins, duty, and his own awakening.
Why this is here
Themes labels: identity · power · humanity · self-discovery · individuality · coming of age · class inequality · free will · duty versus desire · leadership · privilege · autonomy · love · death and rebirth · social control
Semantic match: ranked by themes
Distance: 0.1013
