All topics / Solomonov induction
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Solomonov induction
A method to find the shortest program that reproduces a data sequence, aiming for simple explanations.
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The neighbourhood: Solomonov induction and the ideas it travels with. Drag to roam, click a star for the episode, click a neighbour to travel.
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The lexicon
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What the corpus says
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Marcus Hutter's Hutter Prize incentivizes lossless compression as a path to AGI, with a reward increased to 500,000 Euros.
Marcus Hutter · Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI
Kolmogorov complexity suggests the universe has a simple underlying program, but real-world noise complicates this simplicity.
Marcus Hutter · Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI
Hutter argues that embodiment is unnecessary for AGI; virtual agents can suffice for understanding human interactions.
Marcus Hutter · Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI
The Turing test remains relevant, but Hutter believes intelligence is better measured by an agent's performance across diverse environments.
Marcus Hutter · Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI
Voices on Solomonov induction
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At the frontier
Still unresolved
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The thinkers
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