https://terms-en.ai-term-hub.com/en/tags/induction/Recent content in Induction on English AI Terms DictionaryHugoen-usSat, 18 Jul 2026 11:44:44 +0000https://terms-en.ai-term-hub.com/en/terms/algorithmic_probability/Sat, 18 Jul 2026 09:45:36 +0000https://terms-en.ai-term-hub.com/en/terms/algorithmic_probability/<h2 id="definition">Definition</h2> <p>Algorithmic probability, rooted in Kolmogorov complexity and Solomonoff induction, assigns higher probability to outputs generated by shorter programs. It posits that simpler explanations are more likely to be true, forming the basis for universal artificial intelligence theories. This concept links information theory with probability, suggesting that the complexity of an object is inversely proportional to its algorithmic probability, serving as a foundational principle for inductive inference.</p> <h3 id="summary">Summary</h3> <p>A theoretical measure of the likelihood that a random program will produce a specific output string.</p>