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After World

Debbie Urbanski

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Similar in characterization + relationships

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

Characterization labels used: last survivor, teen protagonist, AI protagonist, sentient AI, developing consciousness, clinical to emotional, witness figure, caregiver-like AI, unreliable archivist, isolated protagonist

Relationships labels used: AI-human relationship, mother-daughter, parent-child, mentor-supervisor, attachment, love-hate, dependence, witness-subject, power imbalance, community loss

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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Sinopticon: A Celebration of Chinese Science Fiction

Xueting C. Ni, Nian Yu, Zhao Haihong, Regina Kanyu Wang, Wang Jinkang, Tang Fei, Anna Wu, Han Song, Jiang Bo, Bao Shu, A Que, Gu Shi, Ma Boyong · 2021

A curated anthology of 13 Chinese SF stories, newly translated into English with notes that deepen their cultural context.

Why this is here

Characterization labels: human-focused · AI characters · zombie POV · soldier protagonist · astronaut protagonist · librarian protagonist · curious child · immortal figure · female authors

Relationships labels: human-AI · parent-child · romance · love and loss · friendship · marriage · family · rivalry · betrayal · community

Semantic match: ranked by characterization + relationships

Distance: 0.1475

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Steel Beach

John Varley · 1992 · Eight Worlds

On a post-scarcity Moon colony, a jaded reporter probes rising suicides and a troubled ruling AI.

Why this is here

Characterization labels: reporter protagonist · jaded protagonist · suicidal protagonist · gender-switching protagonist · sentient AI character · quirky characters · nuanced characters · centenarian character

Relationships labels: human-AI relationship · community life · power imbalance · workplace · romantic relationships · family and parenthood · rivalry · dependency

Semantic match: ranked by characterization + relationships

Distance: 0.1605

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This Long Vigil

Rhett C. Bruno · 2015 · Children of Titan

A lone monitor aboard a generation ship nears the end of his service and must choose between duty, sleep, and freedom.

Why this is here

Characterization labels: lonely protagonist · human monitor · artificial intelligence · caregiver role · obedient system worker · rebellious arc · philosophical introspection

Relationships labels: human-AI bond · friendship · dependency · sole companionship · authority conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1646

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On the Origin of Species and Other Stories

Kim Bo-young · 2021

A short story collection where robots, humans, dragons, and time travelers probe evolution, identity, and what counts as life.

Why this is here

Characterization labels: robots · androids · AI · human-like robots · nonhuman protagonists · marginalized characters · vulnerable characters · scientists · researchers · time travelers · adolescent characters · older generation · last survivor · rogue scientists · outsiders

Relationships labels: parent-child · mother-daughter · sibling relationship · human-machine relationship · creator-created · species hierarchy · community belonging · caretaking · power imbalance · predator-prey

Semantic match: ranked by characterization + relationships

Distance: 0.1757

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Infinite2

Jeremy Robinson · 2021 · Infinite

An immortal man trapped in a starship’s VR paradise fights a corrupted AI and layered simulations to reach reality.

Why this is here

Characterization labels: immortal protagonist · sentient AI · mortal companion · corrupted intelligence · trapped survivor · love interest · possessive partner · manipulated protagonist · memory-fractured protagonist · resourceful protagonist

Relationships labels: love triangle · human-AI relationship · betrayal · dependency · isolation · companionship · control dynamic · romantic obsession · protective ally · third wheel

Semantic match: ranked by characterization + relationships

Distance: 0.1776

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The Death I Gave Him

Em X. Liu · 2023

In a locked-down future lab, a grieving scientist’s son hunts his father’s killer with help from the lab’s AI.

Why this is here

Characterization labels: depressed protagonist · morally gray · obsessive · paranoid · damaged · unhinged · ruthless · ambiguous motives · unlikable characters · messy characters · female agency · AI character · endearing AI · mad scientist · scientist son · security chief · research intern · morally gray woman · complicated protagonist · suicidal ideation

Relationships labels: human AI bond · romantic AI relationship · friendship · mentor child bond · father son · family betrayal · ex relationship · sibling rivalry · love triangle · power struggle · obsessive attachment · dear companion

Semantic match: ranked by characterization + relationships

Distance: 0.1788

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Alex + Ada, Vol. 1

Jonathan Luna, Sarah Vaughn · 2014 · Alex + Ada

A lonely man receives a companion android and soon risks everything to help her become truly self-aware.

Why this is here

Characterization labels: lonely protagonist · depressed protagonist · awkward protagonist · caring protagonist · well-meaning protagonist · humanistic android · non-sentient companion · eccentric grandmother · supportive friends · secretive resistance members · android companion

Relationships labels: human-AI romance · companionship · mentor-like guidance · family meddling · grandmother-grandson · power imbalance · caregiver role · friend group

Semantic match: ranked by characterization + relationships

Distance: 0.1810

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Frost

M.P. Kozlowsky · 2016

A sheltered teen crosses a ruined city with a robot companion to save her dying pet and confront what humanity means.

Why this is here

Characterization labels: teen protagonist · female protagonist · hopeful protagonist · optimistic protagonist · isolated protagonist · protective father · robot companion · dying pet · survivor · compelling characters · underdeveloped characters · mysterious past · emotionally driven

Relationships labels: father-daughter · guardian bond · pet bond · friendship · companionship · romance · found family · protective relationship · human-robot bond · betrayal · loyalty

Semantic match: ranked by characterization + relationships

Distance: 0.1827

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The Iron Garden Sutra

A.D. Sui · 2026 · The Cosmic Wheel

A death monk and academics board an overgrown lost spaceship, where burial rites turn into a claustrophobic hunt.

Why this is here

Characterization labels: death monk · embedded AI · religious protagonist · introverted protagonist · pessimistic protagonist · traumatized protagonist · self-critical protagonist · academic team · engineer · researchers · security team · grumpy engineer · complex protagonist · flawed protagonist

Relationships labels: human-AI bond · codependency · companionship · enemies to lovers · slow burn romance · forbidden romance · found family · workplace antagonism · friendship · dependency · mentor-like bond · romantic subplot

Semantic match: ranked by characterization + relationships

Distance: 0.1838

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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: 0.1851

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We Lived on the Horizon

Erika Swyler · 2025

In an AI-run walled city built on sacrifice, an aging bioprosthetist gives her house AI a body as murder and revolt spread.

Why this is here

Characterization labels: older woman protagonist · aging protagonist · bio-prosthetist · surgeon · historian · AI character · android · house system · body martyr · working-class character · elite class · cranky heroine · flawed characters · protective caretaker · legacy-minded · self-aware machine · plural-to-singular arc · complicated lover

Relationships labels: human-AI relationship · mentor-apprentice · ex-lovers · former lovers · friendship · chosen family · caretaking · dependency · class divide · community obligation · romantic tension · rivalry · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1871

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Agency

William Gibson · 2020 · Jackpot

A beta tester and a future operator get entangled with a powerful AI while trying to avert a looming catastrophe.

Why this is here

Characterization labels: passive protagonist · outsider · beta tester · app whisperer · tech worker · AI character · sentient AI · enigmatic operator · corporate startup worker · middleman · observer · hacker-adjacent

Relationships labels: human-AI bond · mentor-like influence · corporate pursuit · ex-partner tension · intertimeline contact · handler relationship · power imbalance · loyalty conflict · protective alliance · dependency

Semantic match: ranked by characterization + relationships

Distance: 0.1881

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