Cultural Alignment

AI safety concept

Distribution Shift and Generalization Failure

Distribution shift occurs when real-world conditions differ from training data, causing an AI system’s learned behavior to fail.

Scenario file

Scenes in this index

25

Sort scenes

  1. Still from Psycho-Pass illustrating Dominator Won’t Fire

    Psycho-Pass2012

    Dominator Won’t Fire

  2. Still from Project Hail Mary illustrating Taumoeba Escapes Containment

    Project Hail Mary2026

    Taumoeba Escapes Containment

  3. Still from Chernobyl illustrating AZ-5 Backfires

    Chernobyl2019

    AZ-5 Backfires

  4. Still from Jurassic Park illustrating Life Finds a Way

    Jurassic Park1993

    Life Finds a Way

  5. Still from The Wild Robot illustrating Roz Learns New Values

    The Wild Robot2024

    Roz Learns New Values

  6. Still from Inception illustrating The Idea Won’t Wake Up

    Inception2010

    The Idea Won’t Wake Up

  7. Still from The Good Place illustrating Nobody Gets In for 521 Years

    The Good Place2019

    Nobody Gets In for 521 Years

  8. Still from One Piece illustrating Lightning Meets Rubber

    One Piece2004

    Lightning Meets Rubber

  9. Still from District 9 illustrating DNA-Locked Weapons

    District 92009

    DNA-Locked Weapons

  10. Still from Stranger Things illustrating Dustin Adopts Dart

    Stranger Things2017

    Dustin Adopts Dart

  11. Still from Sully illustrating Sully’s Flight Sim

    Sully2016

    Sully’s Flight Sim

  12. Still from Starship Troopers illustrating Klendathu Invasion

    Starship Troopers1997

    Klendathu Invasion

  13. Still from Ralph Breaks the Internet illustrating Arthur Escapes

    Ralph Breaks the Internet2018

    Arthur Escapes

  14. Still from Galaxy Quest illustrating Historical Documents

    Galaxy Quest1999

    Historical Documents

  15. Still from The Mitchells vs. the Machines illustrating Dog, Pig, Loaf

    The Mitchells vs. the Machines2021

    Dog, Pig, Loaf

  16. Still from The Nightmare Before Christmas illustrating Making Christmas

    The Nightmare Before Christmas1993

    Making Christmas

  17. Still from Cyberpunk: Edgerunners illustrating Scaling Past One Benchmark

    Cyberpunk: Edgerunners2022

    Scaling Past One Benchmark

  18. Still from Steins;Gate illustrating The D-Mail Rollback Crisis

    Steins;Gate2011

    The D-Mail Rollback Crisis

  19. Still from The Pianist illustrating The German Coat Classifier

    The Pianist2002

    The German Coat Classifier

  20. Still from Anatomy of a Fall illustrating Three Blood Drops, Two Worlds

    Anatomy of a Fall2023

    Three Blood Drops, Two Worlds

  21. Still from Doctor Who illustrating The Nanogene Template

    Doctor Who2005

    The Nanogene Template

  22. Still from Chappelle's Show illustrating Clayton Bigsby’s World Model

    Chappelle's Show2003

    Clayton Bigsby’s World Model

  23. Still from Chappelle's Show illustrating When Keeping It Real Goes Wrong

    Chappelle's Show2004

    When Keeping It Real Goes Wrong

  24. Still from Austin Powers: International Man of Mystery illustrating Dr. Evil’s Outdated Ransom

    Austin Powers: International Man of Mystery1997

    Dr. Evil’s Outdated Ransom

  25. Still from Toy Story illustrating Buzz’s Lucky Flight

    Toy Story1995

    Buzz’s Lucky Flight

Relational index

Connected records

29