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The Four Phases of Safe AGI
A step-by-step design for training SuperIntelligence on the values of billions of people
16 hrs ago
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Dr. Craig A. Kaplan
1
2
The Spinning Knowledge Wheel
AI must update fast-changing knowledge at the rim while human values hold still at the center.
Aug 5
•
Dr. Craig A. Kaplan
1
2
How AI Can Catch Danger in Real Time
When AI is unsure, it stops and asks.
Aug 3
•
Dr. Craig A. Kaplan
1
July 2026
Why Training AI Is Like Testing the Brakes
AI trained by millions of people learns the situations that matter most.
Jul 31
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Dr. Craig A. Kaplan
1
AI and the Statistics of Right and Wrong
Diversified human values protect AI safety the way a diversified portfolio protects an investor.
Jul 29
•
Dr. Craig A. Kaplan
1
2
How AI Should Decide When There Is No Right Answer
The Trolley Problem reveals the human values that no law can write down, and AI can learn them.
Jul 27
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Dr. Craig A. Kaplan
1
Who Should Have the Most Influence on AI?
Two methods can combine the values of many, but the harder question is how much each voice should count.
Jul 24
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Dr. Craig A. Kaplan
1
Who Should Teach AI Right from Wrong?
AI learns better values when more people help teach it.
Jul 22
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Dr. Craig A. Kaplan
1
1
Why AI Safety Training Doesn’t Scale
The industry’s two leading safety methods fail for opposite reasons.
Jul 20
•
Dr. Craig A. Kaplan
1
1
The AGI You Can Own
Everything in this series begins with something as ordinary as a website and grows into a superintelligence owned by the people who build it.
Jul 17
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Dr. Craig A. Kaplan
1
AI Safety That Never Falls Behind
Human reviewers cannot keep up with machines, and the fix is checks built into every step of the thinking.
Jul 15
•
Dr. Craig A. Kaplan
1
2
AGI Will Learn Its Values by Watching Us
The safest teacher is millions of ordinary people, and the good news is that the bar for us is low.
Jul 13
•
Dr. Craig A. Kaplan
1
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