Robert Miles AI Safety
Civ 5 Superintelligence Mod Full Playthrough
updated
#shorts
aisafety.com
AI Safety Talks: youtube.com/@aisafetytalks
There's No Rule That Says We'll Make It: youtube.com/watch?v=JD_iA7imAPs
The other "Killer Robot Arms Race" Elon Musk should worry about: youtube.com/watch?v=7FCEiCnHcbo
Rob's Reading List:
Podcast: rmrlp.libsyn.com
YouTube Channel: youtube.com/@RobMilesReadingList
The FLI Open Letter: youtube.com/watch?v=3GHjhG6Vo40
Yudkowsky in TIME: youtube.com/watch?v=a6m7JynBp-0
Ian Hogarth in the FT: youtube.com/watch?v=Z8VvF82T6so
Links:
The CAIS Open Letter: safe.ai/work/statement-on-ai-risk
The FLI Open Letter: futureoflife.org/open-letter/pause-giant-ai-experiments
The Bletchley Declaration: gov.uk/government/publications/ai-safety-summit-2023-the-bletchley-declaration/the-bletchley-declaration-by-countries-attending-the-ai-safety-summit-1-2-november-2023
US Executive Order: whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence
Some analysis of the EO: thezvi.substack.com/p/on-the-executive-order
"Sparks of AGI" Paper: arxiv.org/abs/2303.12712
Yudkowsky in TIME: time.com/6266923/ai-eliezer-yudkowsky-open-letter-not-enough
Hogarth in the FT: ft.com/content/03895dc4-a3b7-481e-95cc-336a524f2ac2
The AI Safety Institute: gov.uk/government/publications/ai-safety-institute-overview/introducing-the-ai-safety-institute
Responsible Scaling Policies: metr.org/blog/2023-09-26-rsp
The EU AI Act: https://artificialintelligenceact.eu/the-act/
Hinton on CBS: youtu.be/qpoRO378qRY
Sources:
"Sparks of AGI" Talk: youtube.com/watch?v=qbIk7-JPB2c
Yann LeCunn on Lex Fridman's Podcast: youtube.com/watch?v=SGzMElJ11Cc
White House Press Briefings: https://x.com/TVNewsNow/status/1663640562363252742
youtube.com/watch?v=JHNkyHl5FpY
King Chuck on AI: youtube.com/watch?v=0_jw40Ga_mA
"Equally sharing a cake between three people - Numberphile": youtube.com/watch?v=kaMKInkV7Vs
Community, various screenshots
The Simpsons
Sneakers (1992)
Thanks to Rational Animations for the train sequence!
youtube.com/@RationalAnimations
With enormous thanks to my wonderful patrons:
- Tor Barstad
- Timothy Lillicrap
- Juan Benet
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patreon.com/robertskmiles
The new channel!: youtube.com/@aisafetytalks
Evan Hubinger's Talk: https:/youtu.be/OUifSs28G30
ACX Blog Post: astralcodexten.substack.com/p/elk-and-the-problem-of-truthful-ai
With thanks to my wonderful Patrons at http://patreon.com/robertskmiles :
- Tor Barstad
- Kieryn
- AxisAngles
- Juan Benet
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- Jason Hise
- Shevis Johnson
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- Clemens Arbesser
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- This person's name is too hard to pronounce
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http://patreon.com/robertskmiles
Real main channel video coming soon!
#short #shorts
#shorts #short
forum.effectivealtruism.org/posts/vvocfhQ7bcBR4FLBx/apply-to-the-second-iteration-of-the-ml-for-alignment
The report: docs.google.com/document/d/1WwsnJQstPq91_Yh-Ch2XRL8H_EpsnjrC1dwZXR37PC8/edit
Contest details: alignmentforum.org/posts/QEYWkRoCn4fZxXQAY/prizes-for-elk-proposals
#Shorts
Applications are open for next year's AI Safety Camp!
http://aisafety.camp
What they found won't shock you (if you've been paying attention)
Previous videos on the subject:
The OTHER AI Alignment Problem: Mesa-Optimizers and Inner Alignment: youtu.be/bJLcIBixGj8
Deceptive Misaligned Mesa-Optimisers? It's More Likely Than You Think...: youtu.be/IeWljQw3UgQ
The Paper: arxiv.org/abs/2105.14111
The Interpretability Article: https://distill.pub/2020/understanding-rl-vision/
Jacob Hilton's thoughts about what's going on: alignmentforum.org/posts/iJDmL7HJtN5CYKReM/empirical-observations-of-objective-robustness-failures?commentId=8f5B3skqocxJjK4mk
AI Safety Camp: https://aisafety.camp/
With thanks to my wonderful Patrons at http://patreon.com/robertskmiles :
- Gladamas
- Timothy Lillicrap
- Kieryn
- AxisAngles
- James
- Jake Fish
- Scott Worley
- James Kirkland
- James E. Petts
- Chad Jones
- Shevis Johnson
- JJ Hepboin
- Pedro A Ortega
- Clemens Arbesser
- Said Polat
- Chris Canal
- Jake Ehrlich
- Kellen lask
- Francisco Tolmasky
- Michael Andregg
- David Reid
- Peter Rolf
- Teague Lasser
- Andrew Blackledge
- Brad Brookshire
- Cam MacFarlane
- Craig Mederios
- Jon Wright
- CaptObvious
- Brian Lonergan
- Girish Sastry
- Jason Hise
- Phil Moyer
- Erik de Bruijn
- Alec Johnson
- Ludwig Schubert
- Eric James
- Matheson Bayley
- Qeith Wreid
- jugettje dutchking
- James Hinchcliffe
- Atzin Espino-Murnane
- Carsten Milkau
- Jacob Van Buren
- Jonatan R
- Ingvi Gautsson
- Michael Greve
- Tom O'Connor
- Laura Olds
- Jon Halliday
- Paul Hobbs
- Jeroen De Dauw
- Cooper Lawton
- Tim Neilson
- Eric Scammell
- Igor Keller
- Ben Glanton
- Tor Barstad
- Duncan Orr
- Will Glynn
- Tyler Herrmann
- Ian Munro
- Jérôme Beaulieu
- Nathan Fish
- Peter Hozák
- Taras Bobrovytsky
- Jeremy
- Vaskó Richárd
- Benjamin Watkin
- Andrew Harcourt
- Luc Ritchie
- Nicholas Guyett
- 12tone
- Oliver Habryka
- Chris Beacham
- Nikita Kiriy
- Andrew Schreiber
- Steve Trambert
- Braden Tisdale
- Abigail Novick
- Serge Var
- Mink
- Chris Rimmer
- Edmund Fokschaner
- April Clark
- J
- Nate Gardner
- John Aslanides
- Mara
- ErikBln
- DragonSheep
- Richard Newcombe
- Joshua Michel
- P
- Alex Doroff
- BlankProgram
- Richard
- David Morgan
- Fionn
- Dmitri Afanasjev
- Marcel Ward
- Andrew Weir
- Kabs
- Ammar Mousali
- Miłosz Wierzbicki
- Tendayi Mawushe
- Wr4thon
- Martin Ottosen
- Andy K
- Kees
- Darko Sperac
- Robert Valdimarsson
- Marco Tiraboschi
- Michael Kuhinica
- Fraser Cain
- Robin Scharf
- Klemen Slavic
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- Hendrik
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- Chris Dinant
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- Matt Stanton
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- Ghaith Tarawneh
- Julian Schulz
- Stellated Hexahedron
- Caleb
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- Conor Comiconor
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- Georg Grass
- Isak Renström
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- Jim Renney
- Edison Franklin
- Piers Calderwood
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http://patreon.com/robertskmiles
The second channel: youtube.com/channel/UC4qH2AHly_RSRze1bUqSSNw
Experts' Predictions about the Future of AI: http://youtu.be/HOJ1NVtlnyQ
9 Examples of Specification Gaming: http://youtu.be/nKJlF-olKmg
patreon.com/robertskmiles
With thanks to my wonderful Patreon supporters:
Gladamas
Timothy Lillicrap
Kieryn
AxisAngles
James
Nestor Politics
Scott Worley
James Kirkland
James E. Petts
Chad Jones
Shevis Johnson
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
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Kellen lask
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Michael Andregg
David Reid
Peter Rolf
Teague Lasser
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Frank Marsman
Brad Brookshire
Cam MacFarlane
Craig Mederios
Jon Wright
CaptObvious
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Phil Moyer
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Clemens Arbesser
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jugettje dutchking
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Atzin Espino-Murnane
Johnny Vaughan
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Ingvi Gautsson
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Jon Halliday
Paul Hobbs
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Tyler Herrmann
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Jeremy
Vaskó Richárd
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12tone
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Serge Var
Mink
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J
Nate Gardner
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Mara
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P
David Morgan
Fionn
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Kabs
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Wr4thon
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loopuleasa
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Oct todo22
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Hendrik
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Kasper
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Len
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ib_
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Stellated Hexahedron
Caleb
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Conor Comiconor
Michael Roeschter
Georg Grass
Isak Renström
Matthias Hölzl
Jim Renney
Edison Franklin
Piers Calderwood
Mikhail Tikhomirov
Matt Brauer
Jaeson Booker
Mateusz Krzaczek
Artem Honcharov
Michael Walters
Tomasz Gliniecki
Mihaly Barasz
Mark Woodward
Ranzear
Neil Palmere
Rajeen Nabid
Christian Epple
Clark Schaefer
Olivier Coutu
Iestyn bleasdale-shepherd
MojoExMachina
Marek Belski
Luke Peterson
Eric Eldard
Eric Rogstad
Eric Carlson
Caleb Larson
Max Chiswick
Aron
Sam Freedo
slindenau
A21
Johannes Lindmark
Nicholas Turner
Intensifier
Valerio Galieni
FJannis
Grant Parks
Ryan W Ammons
This person's name is too hard to pronounce
kp
contalloomlegs
Everardo González Ávalos
Knut Løklingholm
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Andrei Trifonov
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Mutual Information
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A Socialist Hobgoblin
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Sven Drebitz
patreon.com/robertskmiles
Previous video: The OTHER AI Alignment Problem: youtu.be/bJLcIBixGj8
The Paper: arxiv.org/pdf/1906.01820.pdf
Media Sources:
End of Ze World - youtu.be/enRzYWcVyAQ
FlexClip News graphics
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Timothy Lillicrap
Kieryn
James
Scott Worley
James E. Petts
Chad Jones
Shevis Johnson
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
Jake Ehrlich
Kellen lask
Francisco Tolmasky
Michael Andregg
David Reid
Peter Rolf
Teague Lasser
Andrew Blackledge
Frank Marsman
Brad Brookshire
Cam MacFarlane
Craig Mederios
Jon Wright
CaptObvious
Jason Hise
Phil Moyer
Erik de Bruijn
Alec Johnson
Clemens Arbesser
Ludwig Schubert
Allen Faure
Eric James
Matheson Bayley
Qeith Wreid
jugettje dutchking
Owen Campbell-Moore
Atzin Espino-Murnane
Johnny Vaughan
Jacob Van Buren
Jonatan R
Ingvi Gautsson
Michael Greve
Tom O'Connor
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Lupuleasa Ionuț
Cooper Lawton
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
anul kumar sinha
Tor
Duncan Orr
Will Glynn
Tyler Herrmann
Ian Munro
Joshua Davis
Jérôme Beaulieu
Nathan Fish
Peter Hozák
Taras Bobrovytsky
Jeremy
Vaskó Richárd
Benjamin Watkin
Andrew Harcourt
Luc Ritchie
Nicholas Guyett
James Hinchcliffe
12tone
Oliver Habryka
Chris Beacham
Zachary Gidwitz
Nikita Kiriy
Andrew Schreiber
Steve Trambert
Mario Lois
Braden Tisdale
Abigail Novick
Сергей Уваров
Bela R
Mink
Chris Rimmer
Edmund Fokschaner
Grant Parks
J
Nate Gardner
John Aslanides
Mara
ErikBln
DragonSheep
Richard Newcombe
David Morgan
Fionn
Dmitri Afanasjev
Marcel Ward
Andrew Weir
Kabs
Miłosz Wierzbicki
Tendayi Mawushe
Jake Fish
Wr4thon
Martin Ottosen
Robert Hildebrandt
Andy Kobre
Kees
Darko Sperac
Robert Valdimarsson
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Klemen Slavic
Patrick Henderson
Oct todo22
Melisa Kostrzewski
Hendrik
Daniel Munter
Alex Knauth
Kasper
Ian Reyes
James Fowkes
Tom Sayer
Len
Alan Bandurka
Ben H
Simon Pilkington
Daniel Kokotajlo
Diagon
Andreas Blomqvist
Bertalan Bodor
Zannheim
Daniel Eickhardt
lyon549
14zRobot
Ivan
Jason Cherry
Igor (Kerogi) Kostenko
ib_
Thomas Dingemanse
Stuart Alldritt
Alexander Brown
Devon Bernard
Ted Stokes
James Helms
Jesper Andersson
DeepFriedJif
Chris Dinant
Raphaël Lévy
Johannes Walter
Matt Stanton
Garrett Maring
Anthony Chiu
Ghaith Tarawneh
Julian Schulz
Stellated Hexahedron
Caleb
Scott Viteri
Clay Upton
Conor Comiconor
Michael Roeschter
Georg Grass
Isak
Matthias Hölzl
Jim Renney
Edison Franklin
Piers Calderwood
Mikhail Tikhomirov
Richard Otto
Matt Brauer
Jaeson Booker
Mateusz Krzaczek
Artem Honcharov
Michael Walters
Tomasz Gliniecki
Mihaly Barasz
Mark Woodward
Ranzear
Neil Palmere
Rajeen Nabid
Christian Epple
Clark Schaefer
Olivier Coutu
Iestyn bleasdale-shepherd
MojoExMachina
Marek Belski
Luke Peterson
Eric Eldard
Eric Rogstad
Eric Carlson
Caleb Larson
Max Chiswick
Aron
David de Kloet
Sam Freedo
slindenau
A21
Johannes Lindmark
Nicholas Turner
Tero K
Valerio Galieni
FJannis
M I
Ryan W Ammons
Ludwig Krinner
This person's name is too hard to pronounce
kp
contalloomlegs
Everardo González Ávalos
Knut Løklingholm
Andrew McKnight
Andrei Trifonov
Aleks D
Mutual Information
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# Links
The Paper: arxiv.org/pdf/1906.01820.pdf
Discord Waiting List Sign-Up: https://forms.gle/YhYgjakwQ1Lzd4tJ8
AI Safety Career Bottlenecks Survey: guidedtrack.com/programs/n8cydtu/run
# Referenced Videos
Intelligence and Stupidity - The Orthogonality Thesis: http://youtu.be/hEUO6pjwFOo
9 Examples of Specification Gaming: youtu.be/nKJlF-olKmg
Why Would AI Want to do Bad Things? Instrumental Convergence: youtu.be/ZeecOKBus3Q
Hill Climbing Algorithm & Artificial Intelligence - Computerphile: http://youtu.be/oSdPmxRCWws
AI Gridworlds - Computerphile: http://youtu.be/eElfR_BnL5k
Generative Adversarial Networks (GANs) - Computerphile: http://youtu.be/Sw9r8CL98N0
# Other Media
The Simpsons Season 5 Episode 19: "Sweet Seymour Skinner's Baadasssss Song"
1970s Psychology study of imprinting in ducks. Behaviorism: http://youtu.be/2xd7o3z957c
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
- Timothy Lillicrap
- Gladamas
- James
- Scott Worley
- Chad Jones
- Shevis Johnson
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- Said Polat
- Chris Canal
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- Kellen lask
- Francisco Tolmasky
- Michael Andregg
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- Lupuleasa Ionuț
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- Eric Scammell
- Igor Keller
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- anul kumar sinha
- Duncan Orr
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- Jeremy
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- Poker Chen
- Kees
- Darko Sperac
- Paul Moffat
- Robert Valdimarsson
- Marco Tiraboschi
- Michael Kuhinica
- Fraser Cain
- Robin Scharf
- Klemen Slavic
- Patrick Henderson
- Oct todo22
- Melisa Kostrzewski
- Hendrik
- Daniel Munter
- Alex Knauth
- Kasper
- Ian Reyes
- James Fowkes
- Tom Sayer
- Len
- Alan Bandurka
- Ben H
- Simon Pilkington
- Daniel Kokotajlo
- Peter Hozák
- Diagon
- Andreas Blomqvist
- Bertalan Bodor
- David Morgan
- Zannheim
- Daniel Eickhardt
- lyon549
- Ihor Mukha
- 14zRobot
- Ivan
- Jason Cherry
- Igor (Kerogi) Kostenko
- ib_
- Thomas Dingemanse
- Stuart Alldritt
- Alexander Brown
- Devon Bernard
- Ted Stokes
- James Helms
- Jesper Andersson
- DeepFriedJif
- Chris Dinant
- Raphaël Lévy
- Johannes Walter
- Matt Stanton
- Garrett Maring
- Anthony Chiu
- Ghaith Tarawneh
- Julian Schulz
- Stellated Hexahedron
- Caleb
- Scott Viteri
- Conor Comiconor
- Michael Roeschter
- Georg Grass
- Isak
- Matthias Hölzl
- Jim Renney
- Edison Franklin
- Piers Calderwood
- Krzysztof Derecki
- Mikhail Tikhomirov
- Richard Otto
- Matt Brauer
- Jaeson Booker
- Mateusz Krzaczek
- Artem Honcharov
- Michael Walters
- Tomasz Gliniecki
- Mihaly Barasz
- Mark Woodward
- Ranzear
- Neil Palmere
- Rajeen Nabid
- Christian Epple
- Clark Schaefer
- Olivier Coutu
- Iestyn bleasdale-shepherd
- MojoExMachina
- Marek Belski
- Luke Peterson
- Eric Eldard
- Eric Rogstad
- Eric Carlson
- Caleb Larson
- Braden Tisdale
- Max Chiswick
- Aron
- David de Kloet
- Sam Freedo
- slindenau
- A21
- Rodrigo Couto
- Johannes Lindmark
- Nicholas Turner
- Tero K
patreon.com/robertskmiles
A follow-up to "Maximizers and Satisficers": youtu.be/Ao4jwLwT36M
The Paper: intelligence.org/files/QuantilizersSaferAlternative.pdf
More about this area of research: alignmentforum.org/tag/mild-optimization
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Timothy Lillicrap
Gladamas
James
Scott Worley
Chad Jones
Shevis Johnson
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
Jake Ehrlich
Kellen lask
Francisco Tolmasky
Michael Andregg
David Reid
Peter Rolf
Teague Lasser
Andrew Blackledge
Frank Marsman
Brad Brookshire
Cam MacFarlane
Vivek Nayak
Jason Hise
Phil Moyer
Erik de Bruijn
Alec Johnson
Clemens Arbesser
Ludwig Schubert
Allen Faure
Eric James
Matheson Bayley
Qeith Wreid
jugettje dutchking
Owen Campbell-Moore
Atzin Espino-Murnane
Johnny Vaughan
Jacob Van Buren
Jonatan R
Ingvi Gautsson
Michael Greve
Tom O'Connor
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Lupuleasa Ionuț
Cooper Lawton
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
anul kumar sinha
Duncan Orr
Will Glynn
Tyler Herrmann
Tomas Sayder
Ian Munro
Jérôme Beaulieu
Nathan Fish
Taras Bobrovytsky
Jeremy
Vaskó Richárd
Benjamin Watkin
Sebastian Birjoveanu
Andrew Harcourt
Luc Ritchie
Nicholas Guyett
James Hinchcliffe
12tone
Chris Beacham
Zachary Gidwitz
Nikita Kiriy
Parker
Andrew Schreiber
Steve Trambert
Mario Lois
Abigail Novick
heino hulsey-vincent
Fionn
Dmitri Afanasjev
Marcel Ward
Richárd Nagyfi
Andrew Weir
Kabs
Miłosz Wierzbicki
Tendayi Mawushe
Jannik Olbrich
Jake Fish
Wr4thon
Martin Ottosen
Robert Hildebrandt
Andy Kobre
Poker Chen
Kees
Darko Sperac
Paul Moffat
Robert Valdimarsson
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Klemen Slavic
Patrick Henderson
Oct todo22
Melisa Kostrzewski
Hendrik
Daniel Munter
Alex Knauth
Kasper
Rob Dawson
Ian Reyes
James Fowkes
Tom Sayer
Len
Alan Bandurka
Ben H
Simon Pilkington
Daniel Kokotajlo
Diagon
Andreas Blomqvist
Bertalan Bodor
David Morgan
Zannheim
Daniel Eickhardt
lyon549
HD
Ihor Mukha
14zRobot
Ivan
Jason Cherry
Igor (Kerogi) Kostenko
ib_
Thomas Dingemanse
Stuart Alldritt
Alexander Brown
Devon Bernard
Ted Stokes
James Helms
Jesper Andersson
Jim T
DeepFriedJif
Chris Dinant
Raphaël Lévy
Johannes Walter
Matt Stanton
Garrett Maring
Anthony Chiu
Ghaith Tarawneh
Julian Schulz
Stellated Hexahedron
Caleb
Scott Viteri
Clay Upton
Conor Comiconor
Michael Roeschter
Georg Grass
Isak
Matthias Hölzl
Jim Renney
Edison Franklin
Piers Calderwood
Krzysztof Derecki
Mikhail Tikhomirov
Richard Otto
Matt Brauer
Jaeson Booker
Mateusz Krzaczek
Artem Honcharov
Michael Walters
Tomasz Gliniecki
Mihaly Barasz
Mark Woodward
Ranzear
Neil Palmere
Rajeen Nabid
Christian Epple
Clark Schaefer
Olivier Coutu
Iestyn bleasdale-shepherd
MojoExMachina
Marek Belski
Eric Eldard
Eric Rogstad
Eric Carlson
Caleb Larson
Braden Tisdale
Max Chiswick
Phillip Brandel
patreon.com/robertskmiles
The Paper: fhi.ox.ac.uk/wp-content/uploads/Windfall-Clause-Report.pdf
The Post: fhi.ox.ac.uk/windfallclause
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Gladamas
Scott Worley
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
Jake Ehrlich
Kellen lask
Francisco Tolmasky
Michael Andregg
David Reid
Peter Rolf
Chad Jones
Teague Lasser
Andrew Blackledge
Frank Marsman
Brad Brookshire
Cam MacFarlane
Jason Hise
Erik de Bruijn
Alec Johnson
Clemens Arbesser
Ludwig Schubert
Bryce Daifuku
Allen Faure
Eric James
Matheson Bayley
Qeith Wreid
jugettje dutchking
Owen Campbell-Moore
Atzin Espino-Murnane
Phil Moyer
Jacob Van Buren
Jonatan R
Ingvi Gautsson
Michael Greve
Julius Brash
Tom O'Connor
Shevis Johnson
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Lupuleasa Ionuț
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
anul kumar sinha
Sean Gibat
Duncan Orr
Cooper Lawton
Will Glynn
Tyler Herrmann
Tomas Sayder
Ian Munro
Jérôme Beaulieu
Nathan Fish
Taras Bobrovytsky
Jeremy
Vaskó Richárd
Benjamin Watkin
Euclidean Plane
Andrew Harcourt
Luc Ritchie
Nicholas Guyett
James Hinchcliffe
Oliver Habryka
Chris Beacham
Zachary Gidwitz
Nikita Kiriy
Andrew Schreiber
Dmitri Afanasjev
Marcel Ward
Andrew Weir
Ben Archer
Kabs
Miłosz Wierzbicki
Tendayi Mawushe
Jannik Olbrich
Jake Fish
Jussi Männistö
Wr4thon
Martin Ottosen
Archy de Berker
Andy Kobre
Poker Chen
Kees
Paul Moffat
Robert Valdimarsson
Anders Öhrt
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Klemen Slavic
Patrick Henderson
Oct todo22
Melisa Kostrzewski
Hendrik
Daniel Munter
Alex Knauth
Leo
Rob Dawson
Bryan Egan
Robert Hildebrandt
James Fowkes
Len
Alan Bandurka
Ben H
Tatiana Ponomareva
Michael Bates
Simon Pilkington
Daniel Kokotajlo
Fionn
Diagon
Andreas Blomqvist
Bertalan Bodor
David Morgan
Ben Schultz
Zannheim
Daniel Eickhardt
lyon549
HD
Ihor Mukha
14zRobot
Ivan
Jason Cherry
Igor (Kerogi) Kostenko
ib_
Thomas Dingemanse
Stuart Alldritt
Alexander Brown
Devon Bernard
Ted Stokes
Jesper Andersson
Jim T
Kasper
DeepFriedJif
Chris Dinant
Raphaël Lévy
Marko Topolnik
Johannes Walter
Matt Stanton
Garrett Maring
Mo Hossny
Anthony Chiu
Frank Kurka
Ghaith Tarawneh
Josh Trevisiol
Julian Schulz
Stellated Hexahedron
Caleb
Scott Viteri
12tone
Clay Upton
Brent ODell
Conor Comiconor
Michael Roeschter
Georg Grass
Isak
Matthias Hölzl
Jim Renney
Michael V brown
Martin Henriksen
Edison Franklin
Daniel Steele
Piers Calderwood
Krzysztof Derecki
Mikhail Tikhomirov
Richárd Nagyfi
Richard Otto
Alston Sleet
Matt Brauer
Jaeson Booker
Mateusz Krzaczek
Artem Honcharov
Evan Ward
Michael Walters
Tomasz Gliniecki
Mihaly Barasz
Mark Woodward
Ranzear
Neil Palmere
Rajeen Nabid
patreon.com/robertskmiles
Related Videos from Me:
Why Would AI Want to do Bad Things? Instrumental Convergence: youtu.be/ZeecOKBus3Q
Intelligence and Stupidity: The Orthogonality Thesis: youtu.be/hEUO6pjwFOo
Predicting AI: RIP Prof. Hubert Dreyfus: youtu.be/B6Oigy1i3W4
A Response to Steven Pinker on AI: youtu.be/yQE9KAbFhNY
Related Videos from Computerphile:
AI Safety: youtu.be/IB1OvoCNnWY
General AI Won't Want You To Fix its Code:youtu.be/4l7Is6vOAOA
AI 'Stop Button' Problem: youtu.be/3TYT1QfdfsM
Provably Beneficial AI - Stuart Russell: youtu.be/pARXQnX6QS8
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Gladamas
James
Scott Worley
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
Jake Ehrlich
Kellen lask
Francisco Tolmasky
Michael Andregg
David Reid
Peter Rolf
Chad Jones
Frank Kurka
Teague Lasser
Andrew Blackledge
Vignesh Ravichandran
Jason Hise
Erik de Bruijn
Clemens Arbesser
Ludwig Schubert
Bryce Daifuku
Allen Faure
Eric James
Qeith Wreid
jugettje dutchking
Owen Campbell-Moore
Atzin Espino-Murnane
Jacob Van Buren
Jonatan R
Ingvi Gautsson
Michael Greve
Julius Brash
Tom O'Connor
Shevis Johnson
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Lupuleasa Ionuț
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
anul kumar sinha
Sean Gibat
Duncan Orr
Cooper Lawton
Will Glynn
Tyler Herrmann
Tomas Sayder
Ian Munro
Jérôme Beaulieu
Nathan Fish
Taras Bobrovytsky
Jeremy
Vaskó Richárd
Benjamin Watkin
Sebastian Birjoveanu
Euclidean Plane
Andrew Harcourt
Luc Ritchie
Nicholas Guyett
James Hinchcliffe
Oliver Habryka
Chris Beacham
Nikita Kiriy
robertvanduursen
Dmitri Afanasjev
Marcel Ward
Andrew Weir
Ben Archer
Kabs
Miłosz Wierzbicki
Tendayi Mawushe
Jannik Olbrich
Anne Kohlbrenner
Jussi Männistö
Wr4thon
Martin Ottosen
Archy de Berker
Andy Kobre
Brian Gillespie
Poker Chen
Kees
Darko Sperac
Paul Moffat
Anders Öhrt
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Klemen Slavic
Patrick Henderson
Oct todo22
Melisa Kostrzewski
Hendrik
Daniel Munter
Leo
Rob Dawson
Bryan Egan
Robert Hildebrandt
James Fowkes
Len
Alan Bandurka
Ben H
Tatiana Ponomareva
Michael Bates
Simon Pilkington
Daniel Kokotajlo
Fionn
Diagon
Parker Lund
Russell schoen
Andreas Blomqvist
Bertalan Bodor
David Morgan
Ben Schultz
Zannheim
Daniel Eickhardt
lyon549
HD
Ihor Mukha
14zRobot
Ivan
Jason Cherry
Igor (Kerogi) Kostenko
ib_
Thomas Dingemanse
Alexander Brown
Devon Bernard
Ted Stokes
Jesper Andersson
Jim T
Kasper
DeepFriedJif
Daniel Bartovic
Chris Dinant
Raphaël Lévy
Marko Topolnik
Johannes Walter
Matt Stanton
Garrett Maring
Mo Hossny
Anthony Chiu
Ghaith Tarawneh
Josh Trevisiol
Julian Schulz
Stellated Hexahedron
Caleb
Scott Viteri
12tone
Nathaniel Raddin
Clay Upton
Brent ODell
Conor Comiconor
Michael Roeschter
Georg Grass
Isak
Matthias Hölzl
Jim Renney
Michael V brown
Martin Henriksen
Edison Franklin
Daniel Steele
Piers Calderwood
Krzysztof Derecki
Zachary Gidwitz
Mikhail Tikhomirov
patreon.com/robertskmiles
Let's look at a list of real life examples of specification gaming!
Related Videos from me:
Reward Hacking: youtu.be/92qDfT8pENs
Reward Hacking Reloaded: youtu.be/46nsTFfsBuc
What Can We Do About Reward Hacking?: youtu.be/13tZ9Yia71c
The list: http://tinyurl.com/specification-gaming
The blogpost this video is based on: vkrakovna.wordpress.com/2018/04/02/specification-gaming-examples-in-ai
The newer blogpost that happened while I was making this video: deepmind.com/blog/article/Specification-gaming-the-flip-side-of-AI-ingenuity
(Explosion graphic from videezy.com)
Thanks to my wonderful patrons:
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
The paper: arxiv.org/pdf/1706.03741.pdf
The blogpost: openai.com/blog/deep-reinforcement-learning-from-human-preferences
Thanks to my wonderful patrons:
patreon.com/robertskmiles
James
Gladamas
Steef
Scott Worley
Jordan Medina
Simon Strandgaard
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
Jake Ehrlich
Kellen lask
Francisco Tolmasky
Michael Andregg
David Reid
Robert Daniel Pickard
Peter Rolf
Chad Jones
Richárd Nagyfi
Jason Hise
Phil Moyer
Shevis Johnson
Erik de Bruijn
Alec Johnson
Clemens Arbesser
Ludwig Schubert
Bryce Daifuku
Allen Faure
Eric James
Qeith Wreid
Jonatan R
Ingvi Gautsson
Michael Greve
Julius Brash
Tom O'Connor
Robin Green
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Lupuleasa Ionuț
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
anul kumar sinha
Sean Gibat
Cooper Lawton
Will Glynn
Tyler Herrmann
Tomas Sayder
Ian Munro
Jérôme Beaulieu
Nathan Fish
Taras Bobrovytsky
Anne Buit
Vaskó Richárd
Sebastian Birjoveanu
Euclidean Plane
Andrew Harcourt
DGJono
robertvanduursen
Dmitri Afanasjev
Marcel Ward
Andrew Weir
Ben Archer
Kabs
Miłosz Wierzbicki
Tendayi Mawushe
Jannik Olbrich
Anne Kohlbrenner
Jussi Männistö
Wr4thon
Martin Ottosen
Archy de Berker
Marc Pauly
Andy Kobre
Brian Gillespie
Poker Chen
Kees
Darko Sperac
Truls
Paul Moffat
Anders Öhrt
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Seth Brothwell
Kasper Schnack
Klemen Slavic
Patrick Henderson
Oct todo22
Melisa Kostrzewski
Hendrik
Daniel Munter
Graham Henry
Duncan Orr
Bryan Egan
Robert Hildebrandt
James Fowkes
Alan Bandurka
Ben H
Tatiana Ponomareva
Michael Bates
Simon Pilkington
Dion Gerald Bridger
Petr Smital
Daniel Kokotajlo
Fionn
Yuchong Li
Diagon
Parker Lund
Paul Emmerich
Russell schoen
Andreas Blomqvist
Bertalan Bodor
David Morgan
Jeremy
Ben Schultz
Zannheim
Daniel Eickhardt
lyon549
HD
Ihor Mukha
14zRobot
Ivan
Arne Strasser
Jason Cherry
Igor (Kerogi) Kostenko
Isaac Boates
Thomas Dingemanse
Davy Ker
Alexander Brown
Devon Bernard
Ted Stokes
James Helms
Matheson Bayley
patreon.com/robertskmiles
Generating Fake YouTube comments with GPT-2: youtu.be/M6EXmoP5jX8
Computerphile Videos:
Unicorn AI: youtu.be/89A4jGvaaKk
More GPT-2, the 'writer' of Unicorn AI: youtu.be/p-6F4rhRYLQ
AI Language Models & Transformers: youtu.be/rURRYI66E54
GPT-2: Why Didn't They Release It?: youtu.be/AJxLtdur5fc
The Deadly Truth of General AI?: youtu.be/tcdVC4e6EV4
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Scott Worley
Jordan Medina
Simon Strandgaard
JJ Hepboin
Lupuleasa Ionuț
Pedro A Ortega
Said Polat
Chris Canal
Nicholas Kees Dupuis
Jake Ehrlich
Mark Hechim
Kellen lask
Francisco Tolmasky
Michael Andregg
Alexandru Dobre
David Reid
Robert Daniel Pickard
Peter Rolf
Chad Jones
Truthdoc
James
Richárd Nagyfi
Jason Hise
Phil Moyer
Shevis Johnson
Alec Johnson
Clemens Arbesser
Ludwig Schubert
Bryce Daifuku
Allen Faure
Eric James
Jonatan R
Ingvi Gautsson
Michael Greve
Julius Brash
Tom O'Connor
Erik de Bruijn
Robin Green
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
Robert Sokolowski
anul kumar sinha
Jérôme Frossard
Sean Gibat
Cooper Lawton
Tyler Herrmann
Tomas Sayder
Ian Munro
Jérôme Beaulieu
Taras Bobrovytsky
Anne Buit
Tom Murphy
Vaskó Richárd
Sebastian Birjoveanu
Gladamas
Sylvain Chevalier
DGJono
Dmitri Afanasjev
Brian Sandberg
Marcel Ward
Andrew Weir
Ben Archer
Scott McCarthy
Kabs
Miłosz Wierzbicki
Tendayi Mawushe
Jannik Olbrich
Anne Kohlbrenner
Jussi Männistö
Mr Fantastic
Wr4thon
Martin Ottosen
Archy de Berker
Marc Pauly
Joshua Pratt
Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Darko Sperac
Truls
Paul Moffat
Anders Öhrt
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Oren Milman
John Rees
Seth Brothwell
Clark Mitchell
Kasper Schnack
Michael Hunter
Klemen Slavic
Patrick Henderson
Long Nguyen
Melisa Kostrzewski
Hendrik
Daniel Munter
Graham Henry
Volotat
Duncan Orr
Marin Aldimirov
Bryan Egan
James Fowkes
Frame Problems
Alan Bandurka
Benjamin Hull
Tatiana Ponomareva
Aleksi Maunu
Michael Bates
Simon Pilkington
Dion Gerald Bridger
Steven Cope
Marcos Alfredo Núñez
Petr Smital
Daniel Kokotajlo
Fionn
Yuchong Li
Nathan Fish
Diagon
Parker Lund
Russell schoen
Andreas Blomqvist
Bertalan Bodor
David Morgan
Ben Schultz
Zannheim
Daniel Eickhardt
lyon549
HD
patreon.com/robertskmiles
Do we have to devote all of our resources to any outcome that might give infinite payoffs, even if it seems basically impossible? Does the case for AI Safety rely on this kind of Pascal's Wager argument? Watch this video to find out that the answer to these questions is 'No'.
Correction: At 6:34 the embedded video says 3^^^3 has 3.6 trillion digits, but that's actually only the size of 3^^4. 3^^^3 is enormously larger.
The Alignment Newsletter Podcast: http://alignment-newsletter.libsyn.com
RSS feed to put into apps: http://alignment-newsletter.libsyn(dot)com/rss
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Jason Hise
Jordan Medina
Scott Worley
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
Nicholas Kees Dupuis
Jake Ehrlich
Mark Hechim
Kellen lask
Francisco Tolmasky
Michael Andregg
James
Richárd Nagyfi
Phil Moyer
Shevis Johnson
Alec Johnson
Lupuleasa Ionuț
Clemens Arbesser
Bryce Daifuku
Allen Faure
Simon Strandgaard
Jonatan R
Michael Greve
Julius Brash
Tom O'Connor
Erik de Bruijn
Robin Green
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
Robert Sokolowski
anul kumar sinha
Jérôme Frossard
Sean Gibat
A.Russell
Cooper Lawton
Tyler Herrmann
Tomas Sayder
Ian Munro
Jérôme Beaulieu
Gladamas
Sylvain Chevalier
DGJono
robertvanduursen
Dmitri Afanasjev
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Scott McCarthy
Kabs
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Mr Fantastic
Wr4thon
Archy de Berker
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Joshua Pratt
Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Truls
Paul Moffat
Anders Öhrt
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Oren Milman
John Rees
Seth Brothwell
Brian Goodrich
Kasper Schnack
Michael Hunter
Klemen Slavic
Patrick Henderson
Long Nguyen
Melisa Kostrzewski
Hendrik
Daniel Munter
Graham Henry
Volotat
Duncan Orr
Bryan Egan
James Fowkes
Frame Problems
Alan Bandurka
Benjamin Hull
Dave Tapley
Tatiana Ponomareva
Aleksi Maunu
Michael Bates
Simon Pilkington
Dion Gerald Bridger
Steven Cope
Petr Smital
Daniel Kokotajlo
Joshua Davis
Fionn
Tyler LaBean
Roger
Yuchong Li
Nathan Fish
Diagon
Giancarlo Pace
patreon.com/robertskmiles
The article: popsci.com/robot-uprising-enlightenment-now
Related:
"The Orthogonality Thesis, Intelligence, and Stupidity" (youtu.be/hEUO6pjwFOo)
"AI? Just Sandbox it... - Computerphile" (youtu.be/i8r_yShOixM)
"Experts' Predictions about the Future of AI" (youtu.be/HOJ1NVtlnyQ)
"Why Would AI Want to do Bad Things? Instrumental Convergence" (youtu.be/ZeecOKBus3Q)
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Jason Hise
Jordan Medina
Scott Worley
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
Nicholas Kees Dupuis
James
Richárd Nagyfi
Phil Moyer
Shevis Johnson
Alec Johnson
Lupuleasa Ionuț
Clemens Arbesser
Bryce Daifuku
Allen Faure
Simon Strandgaard
Jonatan R
Michael Greve
The Guru Of Vision
Julius Brash
Tom O'Connor
Erik de Bruijn
Robin Green
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
Robert Sokolowski
anul kumar sinha
Jérôme Frossard
Sean Gibat
Volotat
andrew Russell
Cooper Lawton
Gladamas
Sylvain Chevalier
DGJono
robertvanduursen
Dmitri Afanasjev
Brian Sandberg
Marcel Ward
Andrew Weir
Ben Archer
Scott McCarthy
Kabs
Tendayi Mawushe
Jannik Olbrich
Anne Kohlbrenner
Jussi Männistö
Mr Fantastic
Wr4thon
Archy de Berker
Marc Pauly
Joshua Pratt
Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Darko Sperac
Truls
Paul Moffat
Anders Öhrt
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Oren Milman
John Rees
Seth Brothwell
Brian Goodrich
Clark Mitchell
Kasper Schnack
Michael Hunter
Klemen Slavic
Patrick Henderson
Long Nguyen
Oct todo22
Melisa Kostrzewski
Hendrik
Daniel Munter
Graham Henry
Duncan Orr
Andrew Walker
Bryan Egan
patreon.com/robertskmiles
This video was based on work including:
"Supervising strong learners by amplifying weak experts" by Paul Christiano, Buck Shlegeris, Dario Amodei (arxiv.org/abs/1810.08575)
openai.com/blog/amplifying-ai-training
alignmentforum.org/s/EmDuGeRw749sD3GKd
ai-alignment.com/iterated-distillation-and-amplification-157debfd1616
With thanks to my wonderful Patrons: ( patreon.com/robertskmiles )
Steef
Jason Strack
Jordan Medina
Jason Hise
Scott Worley
JJ Hepboin
Pedro A Ortega
Said Polat
Chris Canal
Nicholas Kees Dupuis
James
Richárd Nagyfi
Phil Moyer
Alec Johnson
Clemens Arbesser
Bryce Daifuku
Simon Strandgaard
Jonatan R
Michael Greve
The Guru Of Vision
Volodymyr
David Tjäder
Julius Brash
Tom O'Connor
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Robin Green
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Tim Neilson
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Ben Glanton
Robert Sokolowski
anul kumar sinha
Jérôme Frossard
Sean Gibat
Sun Sun
andrew Russell
Cooper Lawton
Gladamas
Sylvain Chevalier
DGJono
robertvanduursen
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Marcel Ward
Andrew Weir
Taylor Smith
Ben Archer
Scott McCarthy
Kabs Kabs Kabs
Tendayi Mawushe
Jannik Olbrich
Anne Kohlbrenner
Bjorn Nyblad
Jussi Männistö
Mr Fantastic
Wr4thon
Archy de Berker
Marc Pauly
Joshua Pratt
Shevis Johnson
Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Darko Sperac
Truls
Paul Moffat
Jelle Langen
Anders Öhrt
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Oren Milman
John Rees
Shawn Hartsock
Seth Brothwell
Brian Goodrich
Clark Mitchell
Kasper Schnack
Michael Hunter
Klemen Slavic
Patrick Henderson
Long Nguyen
Oct todo22
Melisa Kostrzewski
Hendrik
Daniel Munter
Graham Henry
Duncan Orr
In this video we ask: Are corporations artificial general superintelligences?
Related:
"What can AGI do? I/O and Speed" (youtu.be/gP4ZNUHdwp8)
"Why Would AI Want to do Bad Things? Instrumental Convergence" (youtu.be/ZeecOKBus3Q)
Media Sources:
"SpaceX - How Not to Land an Orbital Rocket Booster" (youtu.be/bvim4rsNHkQ)
Undertale - Turbosnail
Clerks (1994)
Zootopia (2016)
AlphaGo (2017)
Ready Player One (2018)
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Jordan Medina
Jason Hise
Pablo Eder
Scott Worley
JJ Hepboin
Pedro A Ortega
James McCuen
Richárd Nagyfi
Phil Moyer
Alec Johnson
Bobby Cold
Clemens Arbesser
Simon Strandgaard
Jonatan R
Michael Greve
The Guru Of Vision
David Tjäder
Julius Brash
Tom O'Connor
Erik de Bruijn
Robin Green
Laura Olds
Jon Halliday
Paul Hobbs
Jeroen De Dauw
Tim Neilson
Eric Scammell
Igor Keller
Ben Glanton
Robert Sokolowski
Jérôme Frossard
Sean Gibat
Sylvain Chevalier
DGJono
robertvanduursen
Scott Stevens
Dmitri Afanasjev
Brian Sandberg
Marcel Ward
Andrew Weir
Ben Archer
Scott McCarthy
Kabs Kabs Kabs
Tendayi Mawushe
Jannik Olbrich
Anne Kohlbrenner
Jussi Männistö
Mr Fantastic
Wr4thon
Dave Tapley
Archy de Berker
Kevin
Marc Pauly
Joshua Pratt
Gunnar Guðvarðarson
Shevis Johnson
Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Darko Sperac
Truls
Paul Moffat
Anders Öhrt
Lupuleasa Ionuț
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Oren Milman
John Rees
Shawn Hartsock
Seth Brothwell
Brian Goodrich
Michael S McReynolds
Clark Mitchell
Kasper Schnack
Michael Hunter
Klemen Slavic
Patrick Henderson
patreon.com/robertskmiles
Playlist of the series so far: youtube.com/playlist?list=PLqL14ZxTTA4fEp5ltiNinNHdkPuLK4778
The paper, 'Concrete Problems in AI Safety': arxiv.org/pdf/1606.06565.pdf
AI Safety Gridworlds: youtu.be/CGTkoUidQ8I
Why Would AI Want to do Bad Things? Instrumental Convergence: youtu.be/ZeecOKBus3Q
Scalable Supervision: Concrete Problems in AI Safety Part 5: youtu.be/nr1lHuFeq5w
The Evolved Radio and its Implications for Modelling the Evolution of Novel Sensors: https://people.duke.edu/~ng46/topics/evolved-radio.pdf
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Jason Hise
Steef
Jason Strack
Stefan Skiles
Jordan Medina
Scott Worley
JJ Hepboin
Alex Flint
Pedro A Ortega
James McCuen
Richárd Nagyfi
Alec Johnson
Clemens Arbesser
Simon Strandgaard
Jonatan R
Michael Greve
The Guru Of Vision
Alexander Hartvig Nielsen
Volodymyr
David Tjäder
Julius Brash
Tom O'Connor
Ville Ahlgren
Erik de Bruijn
Robin Green
Maksym Taran
Laura Olds
Jon Halliday
Bobby Cold
Paul Hobbs
Jeroen De Dauw
Tim Neilson
Eric Scammell
christopher dasenbrock
Igor Keller
Ben Glanton
Robert Sokolowski
Vlad D
Jérôme Frossard
Lupuleasa Ionuț
Sylvain Chevalier
DGJono
robertvanduursen
Scott Stevens
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Marcel Ward
Andrew Weir
Taylor Smith
Ben Archer
Scott McCarthy
Kabs
Phil Moyer
Tendayi Mawushe
Anne Kohlbrenner
Bjorn Nyblad
Jussi Männistö
Mr Fantastic
Matanya Loewenthal
Wr4thon
Dave Tapley
Archy de Berker
Pablo Eder
Kevin
Marc Pauly
Joshua Pratt
Gunnar Guðvarðarson
Shevis Johnson
Andy Kobre
Manuel Weichselbaum
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Darko Sperac
Paul Moffat
Jelle Langen
Lars Scholz
Anders Öhrt
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Oren Milman
John Rees
Gladamas
Shawn Hartsock
Seth Brothwell
Brian Goodrich
Michael S McReynolds
patreon.com/robertskmiles
Media Sources:
"DashCam Russia - Crazy Drivers and Car Crashes 2018" (youtu.be/h50TQ3i9k5I)
Optimist Prime
"Hapless Boston Dynamics robot in shelf-stacking fail" (youtu.be/JzlsvFN_5HI)
"The Simpsons - Bart Gets Famous" (c) Fox 1994
"Donald Duck - Cured Duck" (c) Disney 1945
"Vase Breaking Slow Motion" (youtu.be/IJNPc_anP7U)
"Fastest quadcopter i've ever flown + Most Destructive Crash" (youtu.be/OKT4cx7UKsk)
"An athlete uses physics to shatter world records - Asaf Bar-Yosef" (youtu.be/RaGUW1d0w8g)
"Uber self-driving car crash in Tempe, Arizona" (youtu.be/XtTB8hTgHbM)
"Quadcopter Fx Simulator" (youtu.be/-6si8WkRtaY)
"Fallout - New Vegas by progamingwithed in 24:00 - AGDQ 2017 - Part 59" (youtu.be/nuzDif16_nc)
"Far Cry 5 out of 5 Physics Simulation" (youtu.be/4My0Bt30pX0)
The previous video: youtu.be/CGTkoUidQ8I
The Computerphile video: youtube.com/watch?v=eElfR_BnL5k
The EXTRA BITS video, with more detail: youtube.com/watch?v=py5VRagG6t8
The paper: arxiv.org/pdf/1711.09883.pdf
The GitHub repos: github.com/deepmind/ai-safety-gridworlds
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Jason Hise
Steef
Cooper Lawton
Jason Strack
Chad Jones
Stefan Skiles
Jordan Medina
Manuel Weichselbaum
Scott Worley
JJ Hepboin
Alex Flint
Justin Courtright
Pedro A Ortega
James McCuen
Richárd Nagyfi
Ville Ahlgren
Alec Johnson
Clement Chiris
Simon Strandgaard
Joshua Richardson
Jonatan R
Michael Greve
The Guru Of Vision
Alexander Hartvig Nielsen
Volodymyr
David Tjäder
Julius Brash
Tom O'Connor
Gunnar Guðvarðarson
Shevis Johnson
Erik de Bruijn
Robin Green
Alexei Vasilkov
Maksym Taran
Laura Olds
Jon Halliday
Robert Werner
Paul Hobbs
Jeroen De Dauw
Enrico Ros
Tim Neilson
Eric Scammell
christopher dasenbrock
Igor Keller
Morten Jelle
Ben Glanton
Robert Sokolowski
Vlad D
William Hendley
DGJono
robertvanduursen
Scott Stevens
Emilio Alvarez
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Marcel Ward
Andrew Weir
Taylor Smith
Ben Archer
Scott McCarthy
Kabs
Phil
Tendayi Mawushe
Anne Kohlbrenner
Jake Fish
Bjorn Nyblad
Jussi Männistö
Mr Fantastic
Matanya Loewenthal
Wr4thon
Dave Tapley
Archy de Berker
Kevin
Marc Pauly
Joshua Pratt
Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Darko Sperac
Paul Moffat
Jelle Langen
Lars Scholz
Anders Öhrt
Lupuleasa Ionuț
Marco Tiraboschi
Michael Kuhinica
Fraser Cain
Robin Scharf
Oren Milman
John Rees
Shawn Hartsock
Seth Brothwell
patreon.com/robertskmiles
The Computerphile video: youtube.com/watch?v=eElfR_BnL5k
The EXTRA BITS video, with more detail: youtube.com/watch?v=py5VRagG6t8
The paper: arxiv.org/pdf/1711.09883.pdf
The GitHub repos: github.com/deepmind/ai-safety-gridworlds
patreon.com/robertskmiles
With thanks to my wonderful Patreon supporters:
- Jason Hise
- Steef
- Cooper Lawton
- Jason Strack
- Chad Jones
- Stefan Skiles
- Jordan Medina
- Manuel Weichselbaum
- Scott Worley
- JJ Hepboin
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- Justin Courtright
- James McCuen
- Richárd Nagyfi
- Ville Ahlgren
- Alec Johnson
- Simon Strandgaard
- Joshua Richardson
- Jonatan R
- Michael Greve
- The Guru Of Vision
- Fabrizio Pisani
- Alexander Hartvig Nielsen
- Volodymyr
- David Tjäder
- Paul Mason
- Ben Scanlon
- Julius Brash
- Mike Bird
- Tom O'Connor
- Gunnar Guðvarðarson
- Shevis Johnson
- Erik de Bruijn
- Robin Green
- Alexei Vasilkov
- Maksym Taran
- Laura Olds
- Jon Halliday
- Robert Werner
- Paul Hobbs
- Jeroen De Dauw
- Enrico Ros
- Tim Neilson
- Eric Scammell
- christopher dasenbrock
- Igor Keller
- William Hendley
- DGJono
- robertvanduursen
- Scott Stevens
- Michael Ore
- Dmitri Afanasjev
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- Marcel Ward
- Andrew Weir
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- Ben Archer
- Scott McCarthy
- Kabs Kabs
- Phil
- Tendayi Mawushe
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- Jake Fish
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- Wr4thon
- Dave Tapley
- Archy de Berker
- Kevin
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- Joshua Pratt
- Andy Kobre
- Brian Gillespie
- Martin Wind
- Peggy Youell
- Poker Chen
- pmilian
- Kees
- Darko Sperac
- Paul Moffat
- Jelle Langen
- Lars Scholz
- Anders Öhrt
- Lupuleasa Ionuț
- Marco Tiraboschi
- Peter Kjeld Andersen
- Michael Kuhinica
- Fraser Cain
- Robin Scharf
- Oren Milman
[CORRECTION: I mistakenly stated that the survey was before AlphaGo beat Lee Sedol. The 12 year prediction was for AI to outperform humans *after having only played as many games as a human plays in their lifetime*]
The paper: arxiv.org/pdf/1705.08807.pdf
The blogpost which has lots of nice data visualisations: aiimpacts.org/2016-expert-survey-on-progress-in-ai
The Instrumental Convergence video: youtube.com/watch?v=ZeecOKBus3Q
The Negative Side Effects video: youtube.com/watch?v=lqJUIqZNzP8
With thanks to my excellent Patrons at patreon.com/robertskmiles :
Jason Hise
Steef
Jason Strack
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1RV34
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James McCuen
Richárd Nagyfi
Ville Ahlgren
Alec Johnson
Simon Strandgaard
Joshua Richardson
Jonatan R
Michael Greve
The Guru Of Vision
Fabrizio Pisani
Alexander Hartvig Nielsen
Volodymyr
David Tjäder
Paul Mason
Ben Scanlon
Julius Brash
Mike Bird
Tom O'Connor
Gunnar Guðvarðarson
Shevis Johnson
Erik de Bruijn
Robin Green
Alexei Vasilkov
Maksym Taran
Laura Olds
Jon Halliday
Robert Werner
Paul Hobbs
Jeroen De Dauw
Konsta
William Hendley
DGJono
robertvanduursen
Scott Stevens
Michael Ore
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Marcel Ward
Andrew Weir
Taylor Smith
Ben Archer
Scott McCarthy
Kabs Kabs
Phil
Tendayi Mawushe
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Anne Kohlbrenner
Jake Fish
Bjorn Nyblad
Jussi Männistö
Mr Fantastic
Matanya Loewenthal
Wr4thon
Dave Tapley
Archy de Berker
Kevin
Vincent Sanders
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Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Darko Sperac
Paul Moffat
Noel Kocheril
Jelle Langen
Lars Scholz
The Orthogonality Thesis video: youtube.com/watch?v=hEUO6pjwFOo
Instrumental Convergence: arbital.com/p/instrumental_convergence
Omohundro 2008, Basic AI Drives: selfawaresystems.files.wordpress.com/2008/01/ai_drives_final.pdf
With thanks to my excellent Patrons at patreon.com/robertskmiles :
Jason Hise
Steef
Jason Strack
Chad Jones
Stefan Skiles
Jordan Medina
Manuel Weichselbaum
1RV34
Scott Worley
JJ Hepboin
Alex Flint
James McCuen
Richárd Nagyfi
Ville Ahlgren
Alec Johnson
Simon Strandgaard
Joshua Richardson
Jonatan R
Michael Greve
The Guru Of Vision
Fabrizio Pisani
Alexander Hartvig Nielsen
Volodymyr
David Tjäder
Paul Mason
Ben Scanlon
Julius Brash
Mike Bird
Tom O'Connor
Gunnar Guðvarðarson
Shevis Johnson
Erik de Bruijn
Robin Green
Alexei Vasilkov
Maksym Taran
Laura Olds
Jon Halliday
Robert Werner
Paul Hobbs
Jeroen De Dauw
Konsta
William Hendley
DGJono
robertvanduursen
Scott Stevens
Michael Ore
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Marcel Ward
Andrew Weir
Taylor Smith
Ben Archer
Scott McCarthy
Kabs Kabs
Phil
Tendayi Mawushe
Gabriel Behm
Anne Kohlbrenner
Jake Fish
Bjorn Nyblad
Jussi Männistö
Mr Fantastic
Matanya Loewenthal
Wr4thon
Dave Tapley
Archy de Berker
Kevin
Vincent Sanders
Marc Pauly
Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees
Darko Sperac
Paul Moffat
Noel Kocheril
Jelle Langen
Lars Scholz
Can we guide humanity to a utopian AI future, or will we destroy ourselves?
Download the mod here: steamcommunity.com/sharedfiles/filedetails/?id=1215263272
or here if you have the Brave New World DLC: http://steamcommunity.com/sharedfiles/filedetails/?id=1217587000
With special thanks to Dr Shahar Avin: cser.ac.uk/team/shahar-avin
The long version: youtu.be/SBwOJMZtJao
rockpapershotgun.com/2018/02/06/the-creator-of-the-civilization-v-superintelligence-mod-on-ai-safety
theverge.com/2018/1/5/16853628/civilization-v-ai-risk-mod-cser
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Jason Hise
Steef
Jason Strack
Chad Jones
Stefan Skiles
Jordan Medina
Manuel Weichselbaum
1RV34
Scott Worley
JJ Hepboin
James McCuen
Richárd Nagyfi
Ville Ahlgren
Alec Johnson
Trevor Alexander Nestor
Clement Chiris
Simon Strandgaard
Joshua Richardson
Jonatan R
Michael Greve
The Guru Of Vision
Fabrizio Pisani
Alexander Hartvig Nielsen
Volodymyr
David Tjäder
Paul Mason
Ben Scanlon
Julius Brash
Mike Bird
Tom O'Connor
Gunnar Guðvarðarson
Shevis Johnson
Erik de Bruijn
Robin Green
Alexei Vasilkov
Maksym Taran
Laura Olds
Jon Halliday
Robert Werner
Paul Hobbs
Jeroen De Dauw
Roman Nekhoroshev
Konsta
William Hendley
DGJono
robertvanduursen
Scott Stevens
Emilio Alvarez
Michael Ore
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Lo Rez
Marcel Ward
Andrew Weir
Taylor Smith
Ben Archer
Scott McCarthy
Kabs Kabs
Phil
Tendayi Mawushe
Gabriel Behm
Anne Kohlbrenner
Jake Fish
Bjorn Nyblad
Stefan Laurie
Jussi Männistö
Cameron Kinsel
Matanya Loewenthal
Wr4thon
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Archy de Berker
Kevin
Vincent Sanders
Marc Pauly
Andy Kobre
Brian Gillespie
Martin Wind
Peggy Youell
Poker Chen
Kees Boon
Darko Sperac
Paul Moffat
Noel Kocheril
Jelle Langen
patreon.com/robertskmiles
A look at The Orthogonality Thesis and the nature of stupidity.
The 'Stamp Collector' Computerphile video: youtube.com/watch?v=tcdVC4e6EV4
My other Computerphile videos: youtube.com/watch?v=GSIDS_lvRv4&list=PLqL14ZxTTA4fRMts7Af2G8t4Rp17e8MdS
Katie Byrne's Channel: youtube.com/channel/UCwA5wd50HYLa-ZY80LSAg3w
Chad Jones' Channel: youtube.com/user/cjone150
patreon.com/robertskmiles
With thanks to my wonderful Patreon supporters:
- Steef
- Sara Tjäder
- Jason Strack
- Chad Jones
- Stefan Skiles
- Ziyang Liu
- Jordan Medina
- Jason Hise
- Manuel Weichselbaum
- 1RV34
- James McCuen
- Richárd Nagyfi
- Ammar Mousali
- Scott Zockoll
- Ville Ahlgren
- Alec Johnson
- Simon Strandgaard
- Joshua Richardson
- Jonatan R
- Michael Greve
- robertvanduursen
- The Guru Of Vision
- Fabrizio Pisani
- Alexander Hartvig Nielsen
- Volodymyr
- David Tjäder
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The Concrete Problems in AI Safety Playlist: youtube.com/playlist?list=PLqL14ZxTTA4fEp5ltiNinNHdkPuLK4778
Previous Video: youtube.com/watch?v=13tZ9Yia71c
The Computerphile video: youtube.com/watch?v=9nktr1MgS-A
The paper 'Concrete Problems in AI Safety': arxiv.org/pdf/1606.06565.pdf
patreon.com/robertskmiles
With thanks to my wonderful Patreon supporters:
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Correction: Alan Dafoe is funded by a grant from the Open Philanthropy Project, but does not work for them.
The conference's YouTube channel: youtube.com/channel/UCEfASxwPxzsHlG5Rf1-4K9w
The Website: eaglobal.org/events/ea-global-2017-uk
Jobs at FHI: fhi.ox.ac.uk/vacancies
My Concrete Problems in AI Safety series: youtube.com/watch?v=lqJUIqZNzP8&list=PLqL14ZxTTA4fEp5ltiNinNHdkPuLK4778
With thanks to my Patrons! (patreon.com/robertskmiles)
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More AI Safety coming soon of course.
With apologies to Two Minute Papers: youtube.com/user/keeroyz
The Computerphile video: youtube.com/watch?v=Sw9r8CL98N0
The Paper "Unsupervised Representation Learning With Deep Convolutional GANs": arxiv.org/pdf/1511.06434.pdf
The Paper "Progressive Growing Of Gans For Improved Quality, Stability, And Variation": http://research.nvidia.com/sites/default/files/pubs/2017-10_Progressive-Growing-of//karras2017gan-paper.pdf
The AMAZING video for that paper: youtube.com/watch?v=XOxxPcy5Gr4
With thanks to my excellent Patreon supporters:
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Almighty Dodd
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It might have better input and output than a human, and probably could be run faster...
The Computerphile video: youtube.com/watch?v=tcdVC4e6EV4
The paper 'Concrete Problems in AI Safety': arxiv.org/pdf/1606.06565.pdf
They're Made Out Of Meat: youtube.com/watch?v=7tScAyNaRdQ
The Slow Mo Guys' Channel: youtube.com/user/theslowmoguys
With thanks to my excellent Patreon supporters:
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Charles Miller
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robertvanduursen
The Guru Of Vision
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David Tjäder
Paul Mason
Ben Scanlon
Julius Brash
Mike Bird
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DGJono
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New Side Channel with no content yet!: youtube.com/channel/UC4qH2AHly_RSRze1bUqSSNw
Where do we go now?: youtube.com/watch?v=vYhErnZdnso
Previous Video in the series: youtu.be/46nsTFfsBuc
The Concrete Problems in AI Safety Playlist: youtube.com/playlist?list=PLqL14ZxTTA4fEp5ltiNinNHdkPuLK4778
The Computerphile video: youtube.com/watch?v=4l7Is6vOAOA
The paper 'Concrete Problems in AI Safety': arxiv.org/pdf/1606.06565.pdf
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Steef
Sara Tjäder
Jason Strack
Chad Jones
Stefan Skiles
Katie Byrne
Ziyang Liu
Jordan Medina
Kyle Scott
Jason Hise
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Heavy Empty
James McCuen
Richárd Nagyfi
Ammar Mousali
Scott Zockoll
Charles Miller
Joshua Richardson
Fabian Consiglio
Jonatan R
Øystein Flygt
Björn Mosten
Michael Greve
robertvanduursen
The Guru Of Vision
Fabrizio Pisani
A Hartvig Nielsen
Volodymyr
David Tjäder
Paul Mason
Ben Scanlon
Julius Brash
Mike Bird
Taylor Winning
Roman Nekhoroshev
Peggy Youell
Konstantin Shabashov
Dodd Almighty
DGJono
Matthias Meger
Scott Stevens
Emilio Alvarez
Michael Ore
Robert Bridges
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Lo Rez
C3POehne
Stephen Paul
Marcel Ward
Andrew Weir
Pontus Carlsson
Taylor Smith
Ben Archer
Ivan Pochesnev
Scott McCarthy
Kabs Kabs Kabs
Phil
Philip Alexander
Christopher
Tendayi Mawushe
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Anne Kohlbrenner
Jake Fish
Jennifer Autumn Latham
Filip
Bjorn Nyblad
Stefan Laurie
Tom O'Connor
Krethys
PiotrekM
Jussi Männistö
Matanya Loewenthal
Wr4thon
The Concrete Problems in AI Safety Playlist: youtube.com/playlist?list=PLqL14ZxTTA4fEp5ltiNinNHdkPuLK4778
Previous Video: youtube.com/watch?v=92qDfT8pENs
The Computerphile video: youtube.com/watch?v=9nktr1MgS-A
The paper 'Concrete Problems in AI Safety': arxiv.org/pdf/1606.06565.pdf
SethBling's channel: youtube.com/user/sethbling
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Steef
Sara Tjäder
Jason Strack
Chad Jones
Ichiro Dohi
Stefan Skiles
Katie Byrne
Ziyang Liu
Jordan Medina
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Jason Hise
David Rasmussen
James McCuen
Richárd Nagyfi
Ammar Mousali
Scott Zockoll
Charles Miller
Joshua Richardson
Fabian Consiglio
Jonatan R
Øystein Flygt
Björn Mosten
Michael Greve
robertvanduursen
The Guru Of Vision
Fabrizio Pisani
Alexander Hartvig Nielsen
Volodymyr
David Tjäder
Paul Mason
Ben Scanlon
Julius Brash
Mike Bird
Taylor Winning
Roman Nekhoroshev
Peggy Youell
Konstantin Shabashov
Almighty Dodd
DGJono
Matthias Meger
Scott Stevens
Emilio Alvarez
Benjamin Aaron Degenhart
Michael Ore
Robert Bridges
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Lo Rez
C3POehne
Stephen Paul
Marcel Ward
Andrew Weir
Pontus Carlsson
Taylor Smith
Ben Archer
Ivan Pochesnev
Scott McCarthy
Kabs Kabs
Phil
Philip Alexander
Christopher
Tendayi Mawushe
Gabriel Behm
Anne Kohlbrenner
The Article: http://www.independent.co.uk/news/science/killer-robots-arms-race-tesla-elon-musk-and-google-mustafa-suleyman-un-autonomous-weapons-a7903906.html
The clip at 2:54 is from a Y Combinator interview: "Elon Musk : How to Build the Future": youtu.be/tnBQmEqBCY0
With thanks to my excellent Patreon supporters:
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Steef
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Jason Hise
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James McCuen
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Scott Zockoll
Joshua Richardson
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Øystein Flygt
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The Guru Of Vision
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Paul Mason
Ben Scanlon
Julius Brash
Mike Bird
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Konstantin Shabashov
Almighty Dodd
DGJono
Matthias Meger
Scott Stevens
Emilio Alvarez
Benjamin Aaron Degenhart
Michael Ore
Robert Bridges
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
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Stephen Paul
Marcel Ward
Andrew Weir
Pontus Carlsson
Taylor Smith
Ben Archer
Ivan Pochesnev
Scott McCarthy
Kabs Kabs
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Philip Alexander
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Gabriel Behm
Anne Kohlbrenner
Jake Fish
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Filip
Bjorn Nyblad
Stefan Laurie
Tom O'Connor
Krethys
The Concrete Problems in AI Safety Playlist: youtube.com/playlist?list=PLqL14ZxTTA4fEp5ltiNinNHdkPuLK4778
The Computerphile video: youtube.com/watch?v=9nktr1MgS-A
The paper 'Concrete Problems in AI Safety': arxiv.org/pdf/1606.06565.pdf
SethBling's channel: youtube.com/user/sethbling
With thanks to my excellent Patreon supporters:
patreon.com/robertskmiles
Jordan Medina
FHI's own Kyle Scott
Jason Hise
David Rasmussen
James McCuen
Richárd Nagyfi
Ammar Mousali
Joshua Richardson
Fabian Consiglio
Jonatan R
Øystein Flygt
Björn Mosten
Michael Greve
robertvanduursen
The Guru Of Vision
Fabrizio Pisani
Alexander Hartvig Nielsen
Volodymyr
David Tjäder
Paul Mason
Ben Scanlon
Julius Brash
Mike Bird
Peggy Youell
Konstantin Shabashov
Almighty Dodd
DGJono
Matthias Meger
Scott Stevens
Emilio Alvarez
Benjamin Aaron Degenhart
Michael Ore
Robert Bridges
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Lo Rez
C3POehne
Stephen Paul
Marcel Ward
Andrew Weir
Pontus Carlsson
Taylor Smith
Ben Archer
Ivan Pochesnev
Scott McCarthy
Kabilan Kabilan Kabilan Kabilan
Phil
Philip Alexander
Christopher
Tendayi Mawushe
Gabriel Behm
Anne Kohlbrenner
Jake Fish
Jennifer Autumn Latham
References to this Computerphile video: youtube.com/watch?v=tcdVC4e6EV4
and this paper: intelligence.org/files/ValueLearningProblem.pdf
Thanks to my amazing Patreon Supporters:
Sara Tjäder
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Jonatan R
Øystein Flygt
Björn Mosten
Michael Greve
robertvanduursen
The Guru Of Vision
Fabrizio Pisani
Alexander Hartvig Nielsen
Volodymyr
Peggy Youell
Konstantin Shabashov
Almighty Dodd
DGJono
Matthias Meger
Scott Stevens
Emilio Alvarez
Benjamin Aaron Degenhart
Michael Ore
Robert Bridges
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Lo Rez
C3POehne
patreon.com/robertskmiles
This is a follow-up to this earlier video: youtu.be/lqJUIqZNzP8
The paper 'Concrete Problems in AI Safety': arxiv.org/pdf/1606.06565.pdf
A book chapter about Empowerment: arxiv.org/pdf/1310.1863.pdf
Prof Brailsford's Information Theory Videos: youtube.com/watch?v=Lto-ajuqW3w&list=PLzH6n4zXuckpKAj1_88VS-8Z6yn9zX_P6
Thanks to my amazing Patreon Supporters:
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Jonatan R
Øystein Flygt
Björn Mosten
Michael Greve
robertvanduursen
The Guru Of Vision
Fabrizio Pisani
Alexander Hartvig Nielsen
Volodymyr
Peggy Youell
Konstantin Shabashov
Almighty Dodd
DGJono
Matthias Meger
Scott Stevens
Emilio Alvarez
Benjamin Aaron Degenhart
Michael Ore
Robert Bridges
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Lo Rez
C3POehne
patreon.com/robertskmiles
There's another problem with minimising side effects...
The paper we're looking at: arxiv.org/pdf/1606.06565.pdf
AI Safety Careers advice: 80000hours.org/problem-profiles/positively-shaping-artificial-intelligence
Thanks to my amazing Patreon Supporters:
Chad Jones
Ichiro Dohi
Stefan Skiles
Katie Byrne
Ziyang Liu
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Øystein Flygt
Björn Mosten
Michael Greve
robertvanduursen
The Guru Of Vision
Fabrizio Pisani
Alexander Hartvig Nielsen
Volodymyr
Peggy Youell
Konstantin Shabashov
The Dodd
DGJono
Matthias Meger
Scott Stevens
Emilio Alvarez
Benjamin Aaron Degenhart
Michael Ore
Robert Bridges
Dmitri Afanasjev
Brian Sandberg
Einar Ueland
Lo Rez
patreon.com/robertskmiles
The first of several videos about the paper "Concrete Problems in AI Safety".
Earlier on Computerphile: youtube.com/watch?v=AjyM-f8rDpg
The Stop Button Problem: youtu.be/3TYT1QfdfsM
Read the full paper here: arxiv.org/abs/1606.06565
Thanks again to all my wonderful Patreon Supporters:
- Chad Jones
- Ichiro Dohi
- Stefan Skiles
- Katie Byrne
- Ziyang Liu
- Joshua Richardson
- Fabian Consiglio
- Jonatan R
- Øystein Flygt
- Björn Mosten
- Michael Greve
- robertvanduursen
- The Guru Of Vision
- Fabrizio Pisani
- Alexander Hartvig Nielsen
- Volodymyr
- Peggy Youell
- Konstantin Shabashov
- Adam Dodd
- DGJono
- Matthias Meger
- Scott Stevens
- Emilio Alvarez
- Benjamin Aaron Degenhart
- Michael Ore
- Robert Bridges
- Dmitri Afanasjev
patreon.com/robertskmiles
With thanks to my Patreon supporters:
- Ichiro Dohi
- Stefan Skiles
- Chad Jones
- Joshua Richardson
- Fabian Consiglio
- Jonatan R
- Øystein Flygt
- Björn Mosten
- Michael Greve
- robertvanduursen
- The Guru Of Vision
- Fabrizio Pisani
- Alexander Hartvig Nielsen
- Peggy Youell
- Konstantin Shabashov
- The Dodd
- DGJono
- Matthias Meger
- Scott Stevens
- Emilio Alvarez
patreon.com/robertskmiles
That Eliezer Yudkowsky talk (containing (a very small amount of) screaming): youtube.com/watch?v=EUjc1WuyPT8
The Open Letter: futureoflife.org/ai-open-letter
With thanks to my wonderful Patreon Supporters:
- Ichiro Dohi
- Stefan Skiles
- Chad Jones
- Joshua Richardson
- Fabian Consiglio
- Jonatan R
- Øystein Flygt
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- The Guru Of Vision
- Fabrizio Pisani
- Peggy Youell
- Konstantin Shabashov
- Adam Dodd
- DGJono
- Matthias Meger
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Some of Dreyfus' work:
"What Computers Can't Do": archive.org/details/whatcomputerscan017504mbp
"Alchemy and Artificial Intelligence": https://courses.csail.mit.edu/6.803/pdf/dreyfussummaryandconclusion.pdf
Here's that paper criticising him:
"The Artificial Intelligence of Hubert L. Dreyfus: A Budget of Fallacies": https://dspace.mit.edu/handle/1721.1/6084
With thanks to my excellent Patreon Supporters:
- Ichiro Dohi
- Chad Jones
- Joshua Richardson
- Fabian Consiglio
- Jonatan R
- Øystein Flygt
- Björn Mosten
- Peggy Youell
- Konstantin Shabashov
- Almighty Dodd
- DGJono
patreon.com/robertskmiles
Footage from The Simpsons, Copyright FOX, used under Fair Use
With thanks to everyone who gave their suggestions and feedback about drafts of this video
And thanks to my Patreon Supporters:
Chad Jones
Peggy Youell
Sylvain Chevalier
patreon.com/robertskmiles
youtube.com/playlist?list=PLqL14ZxTTA4fRMts7Af2G8t4Rp17e8MdS
See also:
Dr Sean Holden's Computerphile Video:
youtube.com/watch?v=uA9mxq3gneE
Brais Martinez's AlphaGo video:
youtube.com/watch?v=qWcfiPi9gUU
Thanks to Computerphile for permission to use the clips. Just about every time I say "I made" in this video, I mean "Computerphile made, using footage of me".
youtube.com/user/Computerphile
Support me on Patreon, if you like!
http://patreon.com/robertskmiles
I just set it up, cause people asked for it, and I'm not sure how that all works, but let's figure it out together :)
Let me know what you want to see on this channel!
I'm new to making YouTube videos myself, so sorry for the bad editing.