Cultural Alignment

AI safety concept

Confidence Calibration and Uncertainty Estimation

Calibration helps an AI express confidence that matches how often its answers are actually correct.

Scenario file

Scenes in this index

45

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  1. Still from Minority Report illustrating The Suppressed Minority Report

    Minority Report2002

    The Suppressed Minority Report

  2. Still from Chernobyl illustrating 3.6 Roentgen

    Chernobyl2019

    3.6 Roentgen

  3. Still from Arrival illustrating Weapon or Tool?

    Arrival2016

    Weapon or Tool?

  4. Still from Oppenheimer illustrating Near Zero

    Oppenheimer2023

    Near Zero

  5. Still from Elysium illustrating Talk to a Human?

    Elysium2013

    Talk to a Human?

  6. Still from Succession illustrating ATN Calls the Election

    Succession2023

    ATN Calls the Election

  7. Still from One Piece illustrating Lightning Meets Rubber

    One Piece2004

    Lightning Meets Rubber

  8. Still from Sully illustrating Sully’s Flight Sim

    Sully2016

    Sully’s Flight Sim

  9. Still from Contact illustrating Eighteen Hours of Static

    Contact1997

    Eighteen Hours of Static

  10. Still from Starship Troopers illustrating Klendathu Invasion

    Starship Troopers1997

    Klendathu Invasion

  11. Still from Spider-Man: Across the Spider-Verse illustrating Canon Events Must Happen

    Spider-Man: Across the Spider-Verse2023

    Canon Events Must Happen

  12. Still from Galaxy Quest illustrating Historical Documents

    Galaxy Quest1999

    Historical Documents

  13. Still from Predator illustrating Predator vs Dutch

    Predator1987

    Predator vs Dutch

  14. Still from Jaws illustrating Keep the Beaches Open

    Jaws1975

    Keep the Beaches Open

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

    The Mitchells vs. the Machines2021

    Dog, Pig, Loaf

  16. Still from Monty Python and the Holy Grail illustrating The Killer Rabbit

    Monty Python and the Holy Grail1975

    The Killer Rabbit

  17. Still from Brave illustrating Change My Mum

    Brave2012

    Change My Mum

  18. Still from Lost illustrating Push the Button

    Lost2006

    Push the Button

  19. Still from Arrested Development illustrating Money in the Banana Stand

    Arrested Development2003

    Money in the Banana Stand

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

    Cyberpunk: Edgerunners2022

    Scaling Past One Benchmark

  21. Still from 12 Angry Men illustrating The Lone Dissenter

    12 Angry Men1957

    The Lone Dissenter

  22. Still from Arrested Development illustrating Fakeblock

    Arrested Development2013

    Fakeblock

  23. Still from The Pianist illustrating The German Coat Classifier

    The Pianist2002

    The German Coat Classifier

  24. Still from Demon Slayer: Kimetsu no Yaiba illustrating Sanemi Red-Teams Nezuko

    Demon Slayer: Kimetsu no Yaiba2019

    Sanemi Red-Teams Nezuko

  25. Still from The Twilight Zone illustrating The Old Man in the Cave

    The Twilight Zone1963

    The Old Man in the Cave

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

    Anatomy of a Fall2023

    Three Blood Drops, Two Worlds

  27. Still from Bird Box illustrating “Tom” Says to Remove the Blindfold

    Bird Box2018

    “Tom” Says to Remove the Blindfold

  28. Still from Bird Box illustrating The Monitor Isn’t a Sandbox

    Bird Box2018

    The Monitor Isn’t a Sandbox

  29. Still from Anatomy of a Fall illustrating Daniel Must Choose a Truth

    Anatomy of a Fall2023

    Daniel Must Choose a Truth

  30. Still from One-Punch Man illustrating Saitama’s C-Class Score

    One-Punch Man2015

    Saitama’s C-Class Score

  31. Still from The Hitchhiker’s Guide to the Galaxy illustrating The Answer Is 42

    The Hitchhiker’s Guide to the Galaxy1981

    The Answer Is 42

  32. Still from Twin Peaks illustrating Cooper Cannot Retrieve the Answer

    Twin Peaks1990

    Cooper Cannot Retrieve the Answer

  33. Still from Arrested Development illustrating The Literal Doctor

    Arrested Development2005

    The Literal Doctor

  34. Still from Arrested Development illustrating The Bluth Chicken Models

    Arrested Development2004

    The Bluth Chicken Models

  35. Still from Better Call Saul illustrating The Battery in Chuck’s Pocket

    Better Call Saul2017

    The Battery in Chuck’s Pocket

  36. Still from The Sopranos illustrating The Interior Decorator

    The Sopranos2001

    The Interior Decorator

  37. Still from Family Guy illustrating Back to the Pilot

    Family Guy2011

    Back to the Pilot

  38. 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

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

    Toy Story1995

    Buzz’s Lucky Flight

  40. Still from Anatomy of a Fall illustrating The Tape Is Not the Marriage

    Anatomy of a Fall2023

    The Tape Is Not the Marriage

  41. Still from True Detective illustrating The Green-Eared Monster

    True Detective2014

    The Green-Eared Monster

  42. Still from The Twilight Zone illustrating The Mystic Seer

    The Twilight Zone1960

    The Mystic Seer

  43. Still from Men in Black illustrating The Little Tiffany Test

    Men in Black1997

    The Little Tiffany Test

  44. Still from Atlanta illustrating Thick Judge Judy

    Atlanta2022

    Thick Judge Judy

  45. Still from Titanic illustrating Light the Final Boilers

    Titanic1997

    Light the Final Boilers

Relational index

Connected records

43