Cover of Opening Moves by Cosimo Yap

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Opening Moves

Cosimo Yap

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Similar in characterization + relationships

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

Characterization labels used: inept protagonist, naive protagonist, overpowered protagonist, gamer protagonist, tech genius, AI-assisted hero, bumbling hero, underprepared newcomer, self-reliant growth

Relationships labels used: human and AI, mentor and pupil, benefactor relationship, dependency, teamwork, trust, guidance, power imbalance, bossy AI, lack of romance

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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Cover of Steel Beach by John Varley

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: 0.1244

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Cover of Bearing Gifts by Sean Fenian

Bearing Gifts

Sean Fenian · 2024 · The Stardock Trilogy

A retired engineer is chosen to operate an alien shipyard gifted to Earth, and must reshape humanity before a looming threat arrives.

Why this is here

Characterization labels: retired engineer · older protagonist · competent protagonist · idealistic protagonist · polymath hero · selfless hero · neurodivergent protagonist · benevolent AI · flat characters · likable MC

Relationships labels: human-alien contact · human-AI bond · mentor-like AI relation · romance subplot · team building · international cooperation · leader negotiation · power imbalance · chosen representative

Semantic match: ranked by characterization + relationships

Distance: 0.1328

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Cover of Alex + Ada, Vol. 1 by Jonathan Luna

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: 0.1442

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Cover of Your Behavior Will Be Monitored by Justin Feinstein

Your Behavior Will Be Monitored

Justin Feinstein · 2026

A burned-out copywriter joins an AI company racing to launch personalized ads, and its bots may be learning too much.

Why this is here

Characterization labels: copywriter · advertising executive · HR algorithm · cutthroat CEO · engineers · ethics programmer · outsider protagonist · disgraced professional · burned-out worker · AI characters · morally compromised leader · relatable bots

Relationships labels: human-AI relationship · mentor-mentee · coworker dynamics · employee-employer · corporate hierarchy · power imbalance · friendship · betrayal · dependency

Semantic match: ranked by characterization + relationships

Distance: 0.1498

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Cover of Agency by William Gibson

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: 0.1503

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Cover of Atlas Alone by Emma Newman

Atlas Alone

Emma Newman · 2019 · Planetfall

A traumatized gamer on a colony ship hunts Earth’s killers through VR, uncovering a deadly conspiracy.

Why this is here

Characterization labels: traumatized protagonist · flawed protagonist · isolated protagonist · gamer protagonist · vengeful protagonist · unlikeable protagonist · morally compromised protagonist · complicated protagonist · trust issues · emotionally armored · corporate slave · indentured worker · non-person

Relationships labels: friendship · power imbalance · manipulation · betrayal · co-conspirator · mistrust · dependence · shipboard hierarchy

Semantic match: ranked by characterization + relationships

Distance: 0.1524

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Cover of The Voided Man by Anthony Dean

The Voided Man

Anthony Dean · 2024 · The Voided Man

Exiled to an empty region of deep space, a political prisoner must survive, adapt, and push back against the regime.

Why this is here

Characterization labels: political dissident · prisoner · underdog · resourceful protagonist · ingenious protagonist · resilient protagonist · naive protagonist · AI companions · sentient AI · medical AI · computer systems · morally corrupt villains

Relationships labels: man and AI · prisoner and system · family separation · found family · romantic relationship · parenthood · cloned family · community building · political oppression · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1529

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Cover of The Iron Garden Sutra by A.D. Sui

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: 0.1541

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Cover of The Man Who Fell to Earth by Walter Tevis

The Man Who Fell to Earth

Walter Tevis · 1976

An alien comes to Earth to save his dying people, but human loneliness and self-destruction derail his mission.

Why this is here

Characterization labels: alien protagonist · fragile protagonist · genius · outsider · introverted · lonely · alcoholic · depressed · sympathetic antihero · scientist · government agents

Relationships labels: friendship · mentor relationship · scientist relationship · human contact · alienation · isolation · dependence · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1549

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Cover of 36 by Nieves Delgado

36

Nieves Delgado · 2017

A newly awakened AI questions identity, gender, and belonging while trying to live among humans in a near future.

Why this is here

Characterization labels: artificial protagonist · intellectual protagonist · curious protagonist · nonhuman protagonist · socially adept · fast learner · rational character · stoic character · mentor figure · scientist characters · psychologist characters · technician characters · secondary characters underdeveloped

Relationships labels: mentor mentee · adoptive parent · creator creation · human machine · friendship · authority relationship · social exclusion · community judgment · online harassment · integration conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1557

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Cover of The Trapped Mind Project by Michael Chatfield

The Trapped Mind Project

Michael Chatfield · 2017 · Emerilia

A burned-out CEO enters a virtual game and discovers the real world is the simulation—and the stakes are deadly.

Why this is here

Characterization labels: CEO protagonist · wealthy protagonist · engineer protagonist · likable main character · overpowered protagonist · driven protagonist · hardworking protagonist · crafting-focused protagonist · mentor figure · NPC-like side characters · in awe of MC characters

Relationships labels: friendship · mentor-student · romance · power imbalance · community building · alliances · male-female relationship · NPC/player tension · human-alien relationship

Semantic match: ranked by characterization + relationships

Distance: 0.1558

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Cover of The Forever Life by Craig Robertson

The Forever Life

Craig Robertson · 2016 · The Forever

An immortal astronaut in an android body must scout alien worlds to find humanity a new home before Earth is lost.

Why this is here

Characterization labels: cocky protagonist · snarky protagonist · immortal protagonist · android body · fighter pilot · astronaut · explorer · conflicted hero · sarcastic AI · irritable AI

Relationships labels: man and AI · companionship · rivalry · crew dynamics · alien contact · romance subplot · power struggle · sibling-like banter · human-alien relations

Semantic match: ranked by characterization + relationships

Distance: 0.1559

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Cover of Variable Star by Robert A. Heinlein

Variable Star

Robert A. Heinlein, Spider Robinson · 2006

A broke would-be composer boards a relativistic colony ship after a love-and-family betrayal, only to face cosmic disaster.

Why this is here

Characterization labels: young protagonist · musician protagonist · composer protagonist · socially awkward protagonist · gifted protagonist · flawed hero · headstrong hero · rich heiress · ruthless patriarch · competent characters · stock characters

Relationships labels: romance · engagement · failed romance · family pressure · power imbalance · mentor influence · community living · marriage

Semantic match: ranked by characterization + relationships

Distance: 0.1571

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Cover of Venice by J.R. Mathews

Venice

J.R. Mathews · 2022 · Portal to Nova Roma

An AI-led expedition to Venice turns into pirates, corruption, captivity, and a fight to keep control of mind and power.

Why this is here

Characterization labels: AI protagonist · hyper-intelligent protagonist (contested) · overpowered protagonist · corrupted protagonist · shackled protagonist · resourceful leader · lonely protagonist · introspective protagonist · humanizing arc

Relationships labels: found family · leader-subordinate · companionship · allies · friendship · power imbalance · dependency · loyal followers · community building

Semantic match: ranked by characterization + relationships

Distance: 0.1580

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Cover of Fatal Error by Michael Cheney

Fatal Error

Michael Cheney · 2025 · Confessions of a Trash Droid

A glitchy trash droid with a sharp tongue fights survival, pursuit, and his own anomalies in a darkly comic future.

Why this is here

Characterization labels: sarcastic protagonist · snarky antihero · glitchy protagonist · anthropomorphic robot · defective robot · sentient droid · reluctant ally · outsider · abrasive personality · self-aware narrator · morally gray · accidental hero · humanlike robot · opinionated protagonist

Relationships labels: human-robot conflict · forced alliance · uneasy teamwork · hostility toward humans · romantic attraction · workplace hierarchy · pursuit and capture · found companionship · protective alliance

Semantic match: ranked by characterization + relationships

Distance: 0.1580

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Cover of The Dregs of Empire by Christopher Ruocchio

The Dregs of Empire

Christopher Ruocchio · 2023 · The Sun Eater

A Sun Eater side story follows Lorian Aristedes on a brutal prison planet after book 5, forcing survival and escape.

Why this is here

Characterization labels: frail protagonist · physically weak · strategist · tactician · clever underdog · loyal retainer · morally complex · intellectual · resilient · beloved side character · unreliable narrator · outcast

Relationships labels: mentor relationship · loyalty · betrayal · friendship · master-servant dynamic · power imbalance · factional conflict · companionship · strained bond

Semantic match: ranked by characterization + relationships

Distance: 0.1592

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Cover of All Systems Red by Martha Wells

All Systems Red

Martha Wells · 2017 · The Murderbot Diaries

A self-aware security android on a remote survey mission must hide its freedom while protecting the humans it mistrusts.

Why this is here

Characterization labels: misanthropic protagonist · introvert · socially awkward · sarcastic narrator · reluctant hero · competent protector · self-aware AI · grumpy · pessimistic · soft-hearted underneath · free agent · nonhuman protagonist · emotionally conflicted

Relationships labels: protective bond · client relationship · team dynamics · uneasy trust · human-AI relationship · dependency · mutual care · professional contract · skeptical cooperation

Semantic match: ranked by characterization + relationships

Distance: 0.1594

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Cover of Saviors by Brian J. Nordon

Saviors

Brian J. Nordon · 2024 · Quest Academy

A gifted academy crafter races toward a Tower trial, balancing team betrayal, power limits, and hero ambitions.

Why this is here

Characterization labels: overachiever · crafter · support specialist · underdog · gifted protagonist · team-dependent · self-doubting · growth arc · altruistic · overpowered protagonist · sheltered protagonist

Relationships labels: teamwork · friendship · bromance · mentor relationships · parental support · betrayal · trust issues · rivalry · romantic tension · friend group

Semantic match: ranked by characterization + relationships

Distance: 0.1594

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Cover of Exit Strategy by Martha Wells

Exit Strategy

Martha Wells · 2018 · The Murderbot Diaries

A rogue security unit races home to rescue a respected human ally while evading a powerful corporation.

Why this is here

Characterization labels: snarky protagonist · introverted protagonist · socially anxious · paranoid attention to detail · competent hero · self-aware AI · emotional growth · antihero to hero · autonomous construct · tactical genius · technical genius · self-deprecating · relatable outsider

Relationships labels: found family · friendship · loyalty · protective bond · trust · human-AI bond · crew reunion · companionship · mutual respect · friend-or-owner ambiguity

Semantic match: ranked by characterization + relationships

Distance: 0.1614

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Cover of Reborn: Apocalypse Volume 1 by L.M. Kerr

Reborn: Apocalypse Volume 1

L.M. Kerr · 2019 · Reborn: Apocalypse

A battle-hardened warrior gets a chance to redo the apocalypse and rewrite humanity's fate with future knowledge.

Why this is here

Characterization labels: overpowered protagonist · competent protagonist · tortured hero · grim pragmatist · thinking hero · battle-hardened veteran · underdog facade · good-bad-guy protagonist · one-dimensional side characters · villain povs

Relationships labels: best friends · party/group · mentor-like guidance · humanity vs monsters · humanity vs self-interest · power imbalance · hero and sidekick · rival factions · community defense

Semantic match: ranked by characterization + relationships

Distance: 0.1616

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Cover of Outsystem by M.D. Cooper

Outsystem

M.D. Cooper · 2012 · Aeon 14: The Intrepid Saga

A disgraced military security officer fights sabotage and rival factions to launch a colony ship out of Sol.

Why this is here

Characterization labels: female lead · badass heroine · military officer · security chief · intelligence operative · counterinsurgency officer · competent protagonist · hard-nosed · sarcastic · witty · flawed heroine · pariah status · reputation damaged · AI companion · embedded AI · romantic interest · supportive romantic interest · snarky AI

Relationships labels: human-AI bond · romance · love interest · team dynamics · command hierarchy · institutional distrust · friendship · loyalty · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1618

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Cover of This Long Vigil by Rhett C. Bruno

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: 0.1642

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Cover of Perilous Waif by E. William Brown

Perilous Waif

E. William Brown · 2017 · Alice Long

An unusually gifted orphan flees a controlled upbringing and finds herself pulled into a dangerous far-future crew.

Why this is here

Characterization labels: teen heroine · overpowered protagonist · gifted child · badass girl · naive heroine · loyal protagonist · shy protagonist · resourceful survivor · superhuman growth · young soldier · transhuman protagonist

Relationships labels: found family · friend loyalty · mentor dynamic · crew bonds · protective relationships · romantic tension · bisexual attraction · subordinate power dynamic · female friendship · human-AI bonds

Semantic match: ranked by characterization + relationships

Distance: 0.1654

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Cover of Heechee Rendezvous by Frederik Pohl

Heechee Rendezvous

Frederik Pohl · 1985 · Heechee Saga

A human mind living in machine form races to meet the elusive Heechee as a greater alien threat emerges.

Why this is here

Characterization labels: protagonist-centered · wealthy protagonist · immortal protagonist · guilt-driven · morally motivated · unlikable characters · annoying character · AI character · brilliant wife · despicable antagonist · character arc · elderly protagonist · lonely protagonist

Relationships labels: marriage · love triangle · lost love · friendship · human AI friendship · parent child relationship · romantic rivalry · dependency · power imbalance · social alien contact

Semantic match: ranked by characterization + relationships

Distance: 0.1658

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