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9 Examples of Specification Gaming

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AI systems do what you say, and it's hard to say exactly what you mean. Let's look at a list of real life examples of specification gaming! How to Help: https://aisafety.info/questions/8TJV/... https://www.aisafety.com/ Related Videos from me: Reward Hacking: https://youtu.be/92qDfT8pENs Reward Hacking Reloaded: https://youtu.be/46nsTFfsBuc What Can We Do About Reward Hacking?: https://youtu.be/13tZ9Yia71c Sources: The list: http://tinyurl.com/specification-gaming The blogpost this video is based on: https://vkrakovna.wordpress.com/2018/04/02/specification-gaming-examples-in-ai/ The newer blogpost that happened while I was making this video: https://deepmind.com/blog/article/Specification-gaming-the-flip-side-of-AI-ingenuity Links: Eliciting latent knowledge from AI: https://www.alignmentforum.org/posts/rxoBY9CMkqDsHt25t/eliciting-latent-knowledge-elk-distillation-summary Do current AI models show deception: https://aisafety.info/questions/9AL4/ What is deceptive alignment: https://aisafety.info/questions/8EL6/ Scaling Laws: https://aisafety.info/questions/7750/ LLMs as simulators: https://aisafety.info/questions/9FQK/ (Explosion graphic from videezy.com) Thanks to my wonderful patrons: https://www.patreon.com/robertskmiles Gladamas James Steef Scott Worley Chad Jones Chris Canal David Reid Francisco Tolmasky Frank Kurka Jake Ehrlich JJ Hepboin Kellen lask Michael Andregg Pedro A Ortega Peter Rolf Said Polat Teague Lasser Allen Faure Bryce Daifuku Clemens Arbesser Eric James Erik de Bruijn Jason Hise jugettje dutchking Ludwig Schubert Qeith Wreid Andrew Harcourt anul kumar sinha Ben Glanton Benjamin Watkin Cooper Lawton Duncan Orr Eric Scammell Euclidean Plane Ian Munro Igor Keller Ingvi Gautsson James Hinchcliffe Jeroen De Dauw Jon Halliday Jonatan R Julius Brash Jérôme Beaulieu Laura Olds Luc Ritchie Lupuleasa Ionuț Michael Greve Nathan Fish Nicholas Guyett Paul Hobbs Sean Gibat Sebastian Birjoveanu Shevis Johnson Taras Bobrovytsky Tim Neilson Tom O'Connor Tomas Sayder Tyler Herrmann Vaskó Richárd Will Glynn 12tone 14zRobot Alan Bandurka Alexander Brown Anders Öhrt Andreas Blomqvist Andrew Weir Andy Kobre Anne Kohlbrenner Anthony Chiu Archy de Berker Ben Archer Ben H Ben Schultz Bertalan Bodor Brian Gillespie Bryan Egan Caleb Chris Dinant Daniel Bartovic Daniel Eickhardt Daniel Kokotajlo Daniel Munter Darko Sperac David Morgan DeepFriedJif Devon Bernard Diagon Dmitri Afanasjev Fionn Fraser Cain Garrett Maring Ghaith Tarawneh HD Hendrik ib_ Igor (Kerogi) Kostenko Ihor Mukha Ivan James Fowkes Jannik Olbrich Jason Cherry Jeremy Jesper Andersson Jim T Johannes Walter Josh Trevisiol Julian Schulz Jussi Männistö Kabs Kasper Kasper Schnack Kees Klemen Slavic Leo lyon549 Marc Pauly Marcel Ward Marco Tiraboschi Marko Topolnik Martin Ottosen Matt Stanton Melisa Kostrzewski Michael Bates Michael Kuhinica Miłosz Wierzbicki Mo Hossny Nathaniel Raddin Oct todo22 Owen Campbell-Moore Parker Lund Patrick Henderson Paul Moffat Poker Chen Rob Dawson Robert Hildebrandt robertvanduursen Robin Scharf Russell schoen Scott Viteri Simon Pilkington Stellated Hexahedron Tatiana Ponomareva Ted Stokes Tendayi Mawushe Thomas Dingemanse

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