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Cover of Harry Potter and the Methods of Rationality by Eliezer Yudkowsky
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Harry Potter and the Methods of Rationality

Eliezer Yudkowsky

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for Harry Potter and the Methods of Rationality. Books rank higher when they are close on every selected axis.

Characterization labels used: child prodigy, hyperintelligent child, rationalist protagonist, manipulative protagonist, arrogant protagonist, know-it-all, science nerd, social manipulator, cynical mentor, smart rival, out of character cast, villain intelligence uplift, character growth, morally ambiguous

Relationships labels used: mentor-student, friendship, rivalry, romantic tension, parent-child, found family, power imbalance, manipulation

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 Harry James Potter-Evans-Verres and the Methods of Rationality by Eliezer Yudkowsky

Harry James Potter-Evans-Verres and the Methods of Rationality

Eliezer Yudkowsky · 2015 · Harry Potter and the Methods of Rationality

An alternate-universe Harry Potter uses science and rationality to probe magic, challenge Hogwarts, and remake his fate.

Why this is here

Characterization labels: child prodigy · rationalist · smart protagonist · annoying genius · arrogant protagonist · self-centered protagonist · overly mature child · relatable flaws · dark lord aspiration · logical villain · over-the-top characterization · female characters weak

Relationships labels: friendship · unlikely friendship · mentor-student tension · rivalry · family change · adoptive family · found family · student-teacher conflict · power imbalance · uncertain friendship

Semantic match: ranked by characterization + relationships

Distance: 0.1216

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Cover of First Meetings in Ender's Universe by Orson Scott Card

First Meetings in Ender's Universe

Orson Scott Card · 2004 · Ender's Saga

A linked collection of Enderverse origin stories, from Ender’s parents to his first meeting with Jane.

Why this is here

Characterization labels: child prodigy · genius child · brilliant parents · arrogant genius · precocious boy · military recruit · fugitive · taxpayer · AI companion · scientific intellect · manipulative intelligence · overachiever · humane characterization · flawed protagonists · background character focus

Relationships labels: parent-child · courtship · first meeting · romance · mentor-student · family planning · power imbalance · AI-human bond · friendship · blackmail

Semantic match: ranked by characterization + relationships

Distance: 0.1307

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Cover of Children of the Fleet by Orson Scott Card

Children of the Fleet

Orson Scott Card · 2017 · Fleet School

A gifted boy enters a retooled Battle School and gets pulled into secrets, sabotage, and leadership trials in space.

Why this is here

Characterization labels: genius child · arrogant protagonist · loner · gifted student · immigrant child · overprotective mother · manipulative adult · mentor figure · team leader · gifted but flawed · unlikable protagonist · reluctant leader

Relationships labels: mother-son · mentor-protégé · peer friendship · team rivalry · adult-child power imbalance · classmate bonding · family secret · dependency · protective parent · manipulation

Semantic match: ranked by characterization + relationships

Distance: 0.1357

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Cover of ガチアクタ 5 [Gachiakuta 5] by Kei Urana

ガチアクタ 5 [Gachiakuta 5]

Kei Urana, 裏那圭 · 2023 · ガチアクタ [Gachiakuta]

A revenge-driven cleaner crew uncovers a dangerous new ally, a bizarre power, and a trauma-soaked mystery.

Why this is here

Characterization labels: angry protagonist · reckless hero · complex characters · traumatized girl · disturbed character · villainous woman · mentor figure · antihero traits · emotionally unstable · character growth · parental inheritance · morally gray

Relationships labels: mentor-student · found family · betrayal · manipulation · protective fixation · trauma bond · family legacy · parent-child

Semantic match: ranked by characterization + relationships

Distance: 0.1412

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Cover of Dragonsinger by Anne McCaffrey

Dragonsinger

Anne McCaffrey · 2003 · Harper Hall of Pern

A gifted teen musician enters Harper Hall, where training, jealousy, and prejudice test her path to belonging.

Why this is here

Characterization labels: young prodigy · modest protagonist · shy protagonist · misfit girl · talented musician · apprentice · supportive mentors · jealous peers · mean girls · male-dominated environment · underestimated heroine · determined heroine · self-doubting heroine · gifted artist · child prodigy · supportive adult allies

Relationships labels: mentor-apprentice · friendship · female rivalry · peer jealousy · teacher-student · parental abuse · platonic love · community belonging · found family · supportive adults

Semantic match: ranked by characterization + relationships

Distance: 0.1436

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Cover of Pegasus in Flight by Anne McCaffrey

Pegasus in Flight

Anne McCaffrey · 2000 · The Talent

Two gifted children and a parapsychic director collide in a crowded future Earth racing to build a path to space.

Why this is here

Characterization labels: telepath · telekinetic · disabled protagonist · streetwise child · gifted child · authority figure · protective mentor · corrupt official · outsider · young protagonist

Relationships labels: mentor-student · guardian-child · found family · age-gap romance · romantic tension · parental absence · power imbalance · community support · exploitation

Semantic match: ranked by characterization + relationships

Distance: 0.1457

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Cover of Odd John by Olaf Stapledon

Odd John

Olaf Stapledon · 1939

A biographical frame follows a hyperintelligent mutant who seeks others like him and a new order beyond humanity.

Why this is here

Characterization labels: child prodigy · supergenius · mutant · amoral · arrogant · contemptuous · alienated · cynical · manipulative · inscrutable · faithful narrator · devoted observer · devotee · undeveloped body · hyperintelligent mind · socially estranged

Relationships labels: mentor-like bond · friendship · dependency · worship · power imbalance · family tension · community formation · colonial group · us versus them · superior/inferior dynamic

Semantic match: ranked by characterization + relationships

Distance: 0.1474

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Cover of Dragon Ball Z, Vol. 2: The Lord of Worlds by Akira Toriyama

Dragon Ball Z, Vol. 2: The Lord of Worlds

Akira Toriyama · 2003 · Dragon Ball [ドラゴンボール]

Goku trains in the afterlife while Earth’s heroes prepare for a Saiyan invasion that could end the planet.

Why this is here

Characterization labels: reluctant hero · mentor figure · redemption arc · child trainee · power-based hierarchy · overpowered villain

Relationships labels: mentor-student · parent-child · rivalry · teamwork · found family · protective care · frenemy dynamic

Semantic match: ranked by characterization + relationships

Distance: 0.1517

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Cover of The Dollmakers by Lynn Buchanan

The Dollmakers

Lynn Buchanan · 2024

An apprentice dollmaker seeks to prove her creations can fight monsters, but her quest upends everything she knows.

Why this is here

Characterization labels: unlikable protagonist · flawed heroine · arrogant protagonist · stubborn protagonist · brash protagonist · childish behavior · violent temper · redemption arc · traumatized character · reclusive character · guard dollmaker · apprentice · mentor · reclusive expert · complex side characters · sentient dolls

Relationships labels: mentor-student · friendship · rivalry · protective bond · community role · shared trauma

Semantic match: ranked by characterization + relationships

Distance: 0.1518

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Cover of Vortex by S.J. Kincaid

Vortex

S.J. Kincaid · 2013 · Insignia

A rebellious cadet in a corporate-run future must choose between career advancement, friends, and his ideals.

Why this is here

Characterization labels: stubborn protagonist · arrogant protagonist · rebellious protagonist · idealistic protagonist · reckless protagonist · self-destructive protagonist · smart protagonist · hyperintelligent protagonist · immature teen · loyal friend · fierce heroine · strong female character · sarcastic supporting cast · morally resistant protagonist · anti-authority

Relationships labels: friend group · found family · romance subplot · rivalry · friendship tested · loyalty conflict · mentor-student tension · betrayal · power imbalance · protective friendship

Semantic match: ranked by characterization + relationships

Distance: 0.1541

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Cover of All-New X-Men, Vol. 3: Out of Their Depth by Brian Michael Bendis

All-New X-Men, Vol. 3: Out of Their Depth

Brian Michael Bendis, Stuart Immonen · 2013 · All-New X-Men (2012) (Collected Editions)

Time-displaced young X-Men face future shock, fractured loyalties, and a psychic crisis as their future unfolds around them.

Why this is here

Characterization labels: teen protagonists · unstable psychic · gifted student · mentor figure · rebel mutant · radical leader · brooding authority · character-driven · interpersonal conflict · team dynamics · moral ambiguity · coming of age

Relationships labels: mentor-student · siblings · brother reunion · romantic tension · love triangle · friendship · team fracture · rivalry · authority conflict · group loyalty

Semantic match: ranked by characterization + relationships

Distance: 0.1547

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Cover of The Amazing Spider-Man, Vol. 1: Coming Home by J. Michael Straczynski

The Amazing Spider-Man, Vol. 1: Coming Home

J. Michael Straczynski · 2001 · The Amazing Spider-Man (1999) (Collected Editions)

Spider-Man faces a mysterious powered foe, new truths about his origin, and life-altering fallout from a secret-identity crisis.

Why this is here

Characterization labels: reluctant hero · smart aleck · isolated hero · ordinary outsider · burdened protagonist · flawed hero · responsible adult · teacher role · mentor figure · morally conflicted · resourceful · self-sacrificing

Relationships labels: mentor-student · marriage · romantic relationship · family bonds · friendship · frenemy tension · hero alliance · betrayal · father-figure · peer rivalry · community support

Semantic match: ranked by characterization + relationships

Distance: 0.1555

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