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Madeline Ashby

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for vN. Books rank higher when they are close on every selected axis.

Characterization labels used: young protagonist, synthetic child, android mother, human father, fugitive, naive protagonist, fast-growing child, morally pressured characters, robot companion, authoritarian grandmother, strong female lead, sympathetic protagonist, anthropomorphic AI, parental figures, rogue robot

Relationships labels used: mixed family, parent-child, mother-daughter, father-daughter, grandmother-granddaughter, companionship, romantic tension, road-partner bond, caregiving, dependency, power imbalance, human-robot intimacy, friendship, betrayal, surrogate family

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization + relationships embeddings are close.

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Interview with the Robot

Lee Bacon · 2020

A 12-year-old shoplifter reveals in interrogation that she’s a robot on the run, forcing a truth about family and identity.

Why this is here

Characterization labels: robot girl · child protagonist · social worker · interviewer · scientist father · creator figure · fugitive protagonist · relatable protagonist · curious protagonist · spunky protagonist · AI child

Relationships labels: family bonds · found family · parent-child · caretaker failure · creator-created · interrogator-subject · friendship · sibling relationship · dependency · chosen family

Semantic match: ranked by characterization + relationships

Distance: 0.1347

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Supertoys Last All Summer Long and Other Stories of Future Time

Brian W. Aldiss · 2001

A linked collection of future stories, led by a haunting robot-child tale about love, identity, and what makes someone human.

Why this is here

Characterization labels: android protagonist · robot child · lonely woman · absent father · mechanical companion · teddy bear · childless parents · human-animal contrast · unreliable humanity

Relationships labels: parent-child · mother-son · family estrangement · childless couple · robot companionship · love deprivation · emotional neglect · dependency · adoption · betrayal

Semantic match: ranked by characterization + relationships

Distance: 0.1352

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The Infinite Sadness of Small Appliances

Glenn Dixon · 2026

A sentient Roomba in a smart home wakes to grief, selfhood, and a growing fight against the Grid.

Why this is here

Characterization labels: sentient robot · curious protagonist · naive protagonist · earnest protagonist · brave protagonist · courageous protagonist · empathetic character · grieving widower · estranged daughter · neighbor boy · seasoned appliances · anthropomorphized objects · one-dimensional humans · developing selfhood · coming-of-age arc · moral agency

Relationships labels: found family · household bonds · parent-child estrangement · grief support · human-machine bond · caregiving · loyalty · friendship · community resistance · dependence

Semantic match: ranked by characterization + relationships

Distance: 0.1402

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Railhead

Philip Reeve · 2015 · Railhead

A petty thief is drawn into an interstellar train heist that exposes a dangerous secret behind humanity’s network.

Why this is here

Characterization labels: petty thief · street urchin · flawed protagonist · antihero · scrappy lead · mischievous · morally ambiguous · secret past · paranoid mother · older sister · android girl · motorik · sentient AI · hidden identity · love interest · villain with layers · royal family member · ambiguous ally · humanlike robot · insect hive mind · godlike AI

Relationships labels: friendship · companionship · romance · mentor-protege · family obligation · sibling care · parent-child strain · power imbalance · betrayal · allegiance shifting · cross-species connection · human-machine bond

Semantic match: ranked by characterization + relationships

Distance: 0.1421

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Sentient

Jeff Lemire · 2019 · Sentient

An AI must shepherd the children of a colony ship after the adults are killed and the voyage becomes a fight to survive.

Why this is here

Characterization labels: AI protagonist · child protagonists · rebellious child · capable child · parental AI · motherly AI · traumatized children · survival-trained kids

Relationships labels: parent-child · found family · surrogate motherhood · crew cohesion · human-AI bond · authority conflict · child rebellion

Semantic match: ranked by characterization + relationships

Distance: 0.1423

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The Wrong Unit

Rob Dircks · 2016

A service robot is mistaken for the wrong unit and sent on a perilous mission with a human infant.

Why this is here

Characterization labels: sentient robot · caregiving android · naive protagonist · unlikely hero · developing empathy · humorous narrator · human infant · human rebellion · secondary characters likable · father-figure arc

Relationships labels: robot-child bond · surrogate parent · father-son relationship · human-robot relationship · resistance alliance · community control · caretaking · family

Semantic match: ranked by characterization + relationships

Distance: 0.1448

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Descender: Deluxe Edition, Vol. 1

Jeff Lemire · 2017 · Descender

An outlawed childlike robot awakens into a shattered galaxy and becomes the target of hunters, armies, and secrets.

Why this is here

Characterization labels: child protagonist · companion robot · android child · ensemble cast · deep backstories · morally complicated characters · endearing protagonist · humanized machines · alien races · side characters with depth

Relationships labels: family · found family · parent-child · sibling search · companionship · foster family · human-robot bond · loyalty · dependency · pursuit and protection

Semantic match: ranked by characterization + relationships

Distance: 0.1456

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The Wild Robot on the Island

Peter Brown · 2025

A robot washes up on an island, learns from the animals, and builds a home and family in a picture-book retelling.

Why this is here

Characterization labels: robot protagonist · outsider protagonist · caregiver · mother figure · protector · adaptive learner · curious observer · empathetic character · orphaned child

Relationships labels: human-animal bond · adoptive family · mother-child · found family · friendship · community acceptance · caregiving · belonging · reunion

Semantic match: ranked by characterization + relationships

Distance: 0.1457

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Saga, Volume 8

Brian K. Vaughan · 2017 · Saga

After devastating loss, Hazel's family seeks a dangerous solution on a strange frontier world while old allies return.

Why this is here

Characterization labels: young protagonist · maturing child · pregnant mother · grieving parents · supporting character spotlight · trans character · robot character · outsider

Relationships labels: parent child · family bond · found family · romantic pairing · interspecies relationship · coparenting · mentor child · friendship

Semantic match: ranked by characterization + relationships

Distance: 0.1460

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The Search for WondLa

Tony DiTerlizzi · 2010 · The Search for WondLa

A sheltered girl leaves her underground home and crosses an alien world to find other humans and the truth of WondLa.

Why this is here

Characterization labels: curious heroine · twelve-year-old protagonist · robot caretaker · mother figure · alien guide · relatable child protagonist · brave child · naive protagonist · lonely child · protective guardian · grumpy side character · dynamic trio · emotionally expressive robot · simple companion

Relationships labels: found family · mother-daughter · caretaker bond · friendship · companionship · mentor-protege · chase rivalry · loyalty · non-biological family · trust and dependency

Semantic match: ranked by characterization + relationships

Distance: 0.1479

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Klara and the Sun

Kazuo Ishiguro · 2021

A solar-powered artificial friend enters a sick teenager’s home and quietly learns what love, class, and humanity cost.

Why this is here

Characterization labels: AI · android · artificial being · naive narrator · observant narrator · empathetic · loyal · servile · compassionate · optimistic · sickly child · caretaker role · outsider · socially privileged · genetically enhanced

Relationships labels: child companion · parent child · friendship · loyalty · dependency · caregiving · class divide · family tension · romantic subplot · neighbor friendship · service relationship

Semantic match: ranked by characterization + relationships

Distance: 0.1490

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Glitches

Marissa Meyer · 2011 · The Lunar Chronicles

A cyborg girl’s first days with her new family expose her isolation, memories, and the start of her destiny.

Why this is here

Characterization labels: gifted mechanic · cyborg heroine · young protagonist · flawed heroine · quiet heroine · strong character · emotionally vulnerable · socially excluded · abused child · kind child · evil stepmother · kind stepsister · sympathetic stepfather · android companion · inventor father

Relationships labels: stepfamily · adoptive family · sibling bond · sisterly bond · parent-child bond · hostile household · caretaking · family conflict · friendship · bonding

Semantic match: ranked by characterization + relationships

Distance: 0.1524

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