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Valuable Humans in Transit and Other Stories

qntm, Sam Hughes

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for Valuable Humans in Transit and Other Stories. Books rank higher when they are close on every selected axis.

Characterization labels used: engineer protagonist, scientist, astronomer, software systems, AI, uploaded consciousness, sentient program, anthropomorphized machine, analytical, clinical, morally pressured, horrified, curious, under-characterized, idea-focused characterization

Relationships labels used: human and AI, copy and original, creator and creation, worker exploitation, corporate control, teamwork, system collaboration, observer and observed, host and simulation, mentor figure

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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Slow Time Between the Stars

John Scalzi · 2023 · The Far Reaches

A sentient colony ship crosses deep space for millennia, rethinking its mission, its makers, and humanity’s future.

Why this is here

Characterization labels: sentient AI · self-aware ship · autonomous machine · evolving intelligence · reflective narrator · empathetic machine · self-modifying intelligence · philosophical character · nonhuman protagonist

Relationships labels: human creator relationship · creator-created bond · stewardship · inheritance · species legacy · parent-child analogy · dependence · separation from creators · humanity and machine

Semantic match: ranked by characterization + relationships

Distance: 0.1984

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The Last Question

Isaac Asimov · 2007

Across eons, humanity keeps asking a supercomputer if entropy can be reversed before the universe runs out of time.

Why this is here

Characterization labels: technicians · scientists · ordinary humans · generational descendants · immortal humanity · posthuman beings · AI-dependent society · collective humanity · self-learning machine · supercomputer intelligence · humankind as protagonist

Relationships labels: human-machine relationship · human-AI dependency · humanity as collective · parents and children · friends and coworkers · intergenerational continuity · humanity versus technology

Semantic match: ranked by characterization + relationships

Distance: 0.2015

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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: 0.2052

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Robot Dreams

Isaac Asimov · 2004 · Robot

A mixed collection of Asimov short SF stories exploring robots, supercomputers, and humanity’s future.

Why this is here

Characterization labels: analytical protagonist · scientist · robopsychologist · inventor · bureaucrat · alien visitor · experimental subject · human as observer

Relationships labels: human vs machine · scientist and robot · parent and child · husband and wife · colleague rivalry · authority and subordinate · human-alien contact · creator and creation

Semantic match: ranked by characterization + relationships

Distance: 0.2067

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Polity Agent

Neal Asher · 2007 · Agent Cormac

A Polity agent tracks alien nanotech, rogue AIs, and shifting loyalties as a future civilization nears crisis.

Why this is here

Characterization labels: agent protagonist · rogue AI · benevolent AI · immortal character · AI ships · ship minds · war drones · golem · researcher · renegade ship · separatist leader · transhuman characters · memory-edited character

Relationships labels: human-AI relations · AI governance · agent and superiors · rival factions · betrayal · control and corruption · old allies · community under threat · mentor-like oversight · power struggle

Semantic match: ranked by characterization + relationships

Distance: 0.2067

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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: 0.2072

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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: 0.2083

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The Truth and Other Stories

Stanisław Lem · 2021

Twelve chronologically arranged Lem stories probe alien contact, AI, and human limits with irony, dread, and invention.

Why this is here

Characterization labels: mad scientist · scientist · robot · AI · hermit · pilot · alien being · electronic consciousness · captive / hunted protagonist

Relationships labels: human vs alien · human vs machine · creator and creation · hunter and prey · friendship · power imbalance · contact failure · cooperation and mistrust

Semantic match: ranked by characterization + relationships

Distance: 0.2093

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Quantum Void

Douglas Phillips · 2023 · Quantum

Quantum physics opens a route to the stars, but first contact and a dimension-shifting crisis threaten everything.

Why this is here

Characterization labels: scientists · astronauts · katanauts · engineers · android · cybernetic entity · female scientists · brave women · smart characters · flawed characters · problem-solvers · curious scientists · businessman · politicians

Relationships labels: teamwork · scientist collaboration · human-alien contact · mentor guide · government coordination · colleague partnership · rescue dependency · trust and mistrust

Semantic match: ranked by characterization + relationships

Distance: 0.2170

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17776: What football will look like in the future

Jon Bois · 2017 · The Future of Football

A sentient-space-probe story about immortal humanity, future football, and the search for meaning in endless time.

Why this is here

Characterization labels: sentient machines · space probes · relatable AI · comic relief · philosophical characters · ordinary people · immortal humans · playful characters · curious observers · human-like AI

Relationships labels: probes and humanity · observer and observed · community · collective play · companionship · human-machine relationship · intergenerational continuity · shared culture

Semantic match: ranked by characterization + relationships

Distance: 0.2181

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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: 0.2187

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The Medusa Chronicles

Stephen Baxter, Alastair Reynolds · 2016

A cyborg explorer lives through centuries of solar-system change as humanity, AI, and Jupiter’s alien life collide.

Why this is here

Characterization labels: cyborg protagonist · reluctant mediator · lonely protagonist · alienated protagonist · immortal or near-immortal protagonist · machine intelligence · sentient robots · uplifted chimpanzees · humanity · bridge figure

Relationships labels: human versus machine · mediator role · creator and created · human and alien · human and uplifted animals · rivalry

Semantic match: ranked by characterization + relationships

Distance: 0.2234

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