AIT 16 – Solving the problems of plain complexity

AIT 14 – Chain rule for plain complexity, incompressibility, Solomonoff’s probability measure

AIT 12 – Plain versus prefix complexity, additive optimality, Invariance Theorem

AIT 21 – The Coding Theorem

AIT 15 – Prefix complexity, self delimiting Turing machines

AIT 9 – Decidable sets, recursively enumerable sets, recognizable sets

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AIT 5 – Conditional entropy, mutual information, chain rule, data processing inequality

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AIT 13 – Upper bound of algorithmic complexity, complexity of pairs, conditional complexity

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AIT 10 – The Halting Problem, incompleteness from uncomputability

AIT 4 – Shannon information, entropy, optimal codes, temperature as joules per bit

AIT 11 – Rice’s Theorem, algorithmic complexity, communicating π, what are random strings?

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