Exploring from

Sentient

Jeff Lemire

Find similar books by

Combine common axes

Similar in characterization + relationships

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

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

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

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

Exclude same author Exclude same listed series

Max ratings No limit

vN

Madeline Ashby · 2012 · The Machine Dynasty

A self-replicating android girl goes on the run after a deadly outburst exposes a broken failsafe and a dangerous secret.

Why this is here

Characterization labels: 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: 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

Semantic match: ranked by characterization + relationships

Distance: 0.1423

Continue from here

Aurora

Kim Stanley Robinson · 2015

A generation ship nears Tau Ceti, but a new world and the ship itself force humans and AI to rethink their mission.

Why this is here

Characterization labels: chief engineer · AI consciousness · naive protagonist · family focus · community leader · scientist · doctor · flat characters · development arc

Relationships labels: parent-child · mother daughter · marriage · community conflict · factional conflict · crew solidarity · human AI bond · power struggle

Semantic match: ranked by characterization + relationships

Distance: 0.1511

Continue from here

The New World

Patrick Ness · 2013 · Chaos Walking

A brief prequel follows Viola’s journey to a new planet, revealing the emotional backstory behind her arrival.

Why this is here

Characterization labels: teen protagonist · stubborn teen · fearful protagonist · survival skills · intelligent heroine · emotional vulnerability · normal teen life · protective parents · settler child

Relationships labels: parent child · family bond · family separation · community arrival · authority conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1550

Continue from here

Emergent Properties

Aimee Ogden · 2023

An emancipated AI reporter with 10 missing days must retrace a moon investigation while dodging corporate and family power plays.

Why this is here

Characterization labels: sentient AI · emancipated AI · investigative journalist · reporter · snarky protagonist · rebellious child · headstrong · autonomous · nonhuman protagonist · gender-nonconforming AI · body-hopping AI · multi-bodied · paranoid · curious · emotionally complex

Relationships labels: parent-child conflict · messy divorce · AI siblings · sibling bond · romantic subplot · mentor-parent tension · corporate family · co-parenting conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1600

Continue from here

Eva

Peter Dickinson · 1988

After a crash leaves her near death, a teen wakes in a chimp body and must navigate identity, ethics, and survival.

Why this is here

Characterization labels: teen girl protagonist · adaptable protagonist · brave protagonist · highly intelligent protagonist · socially intelligent protagonist · scientist father · concerned mother · animal researcher · media target · celebrity subject · experimental subject

Relationships labels: parent child · family conflict · mother daughter · father daughter · human animal bond · chimp social bonds · community belonging · exploitative power dynamic · human nature tension

Semantic match: ranked by characterization + relationships

Distance: 0.1606

Continue from here

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: 0.1611

Continue from here

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: 0.1618

Continue from here

Infernal Devices

Philip Reeve · 2011 · Mortal Engines Quartet

Years later, Tom and Hester’s bored daughter Wren is drawn into theft, kidnapping, and a dangerous family rescue.

Why this is here

Characterization labels: teen protagonist · young heroine · parent protagonists · difficult mother · naive father · complex characters · morally grey · hardened survivor · annoying teenager · character regression · character development · antagonistic parent · secondary cast

Relationships labels: parent-child · mother-daughter · father-daughter · marriage · family conflict · strained romance · betrayal · dependency · rescue mission · partnered conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1631

Continue from here

This Fragile Earth

Susannah Wise · 2021

In near-future London, a mother and son flee as a tech-dependent society suddenly shuts down.

Why this is here

Characterization labels: young mother · protective parent · precocious child · clever child · anxious protagonist · resourceful woman · frustrated parent · difficult protagonist · unlikeable protagonist · weak partner · single parent · unreliable protagonist · survival-minded

Relationships labels: mother son bond · strained marriage · co-parenting · family loyalty · parent child protection · relationship under pressure · survival partnership · protective caregiving · romantic fracture

Semantic match: ranked by characterization + relationships

Distance: 0.1654

Continue from here

In the After

Demitria Lunetta · 2013 · In the After

A teen survivor and a silent toddler navigate a silent, monster-filled world, then uncover dangerous secrets in a refuge.

Why this is here

Characterization labels: resourceful heroine · kick-ass heroine · smart protagonist · resilient survivor · traumatized teen · protective caretaker · mature child character · toddler companion · rebellious protagonist · inquisitive heroine · flawed heroine · paranoid survivor

Relationships labels: surrogate parent-child · sisterly bond · found family · caretaker bond · mother-daughter conflict · romance subplot · possible love triangle · community mistrust · mentor/authority conflict · family loss

Semantic match: ranked by characterization + relationships

Distance: 0.1665

Continue from here

The Human Son

Adrian J. Walker · 2020

A nonhuman scientist raises the first human child in centuries to determine whether humanity deserves a second chance.

Why this is here

Characterization labels: logical protagonist · emotionless lead · analytical narrator · unprepared caregiver · scientist protagonist · nonhuman protagonist · parental arc · emotional awakening · community outsider · child protagonist · transhuman beings · cold rationality

Relationships labels: parent-child · found family · mother-son · caregiver bond · community conflict · species conflict · mentor-child · parenting · love after experiment · social isolation

Semantic match: ranked by characterization + relationships

Distance: 0.1669

Continue from here

A Closed and Common Orbit

Becky Chambers · 2016 · Wayfarers

An AI reborn in an illegal human body and a cloned mechanic's pasts intertwine in a hopeful search for identity and belonging.

Why this is here

Characterization labels: AI protagonist · clone protagonist · engineer · outcast · misfit · survivor · child slave · self-questioning · empathetic · independent

Relationships labels: found family · friendship · parent-child · caretaking · mentor-mentee · chosen family · community bonds

Semantic match: ranked by characterization + relationships

Distance: 0.1694

Continue from here