**Information theory**

**Decision theory**

- Statistical models; causal models
- Further notes on causation
- Hacking Evidential Decision Theory
- Positivism as the rejection of anthropic reasoning

**Cognitive science**

- Riddles and mental models
- Train of thought and mental heuristics: search, pattern-matching, problem-solving, simulation, reasoning, forming and expanding mental models, rationalization and narrative-forming
- Memory etc.

**Machine learning**

- Machine learning as function approximation
- Machine learning and information theory
- Causation and: semi-supervised learning
- Causation and: transfer learning
- Causation and reinforcement learning
- Causation and belief propagation
- Image processing and convolutions

**Agent foundations**

- A crash course on mathematical logic (old version: Godel, Turing and time travel)
- Fixing the crash in mathematical logic

**Alternative logic**

Non-classical logic, intuitionist logic, Modal logic, Ultrafinitism, Evidence logic, non-explosive logic [1]. Fuzzy logic, possibility theory

**Neuromorphism**

...

https://www.cs.ox.ac.uk/activities/ieg/e-library/sources/georgia.pdf -- Godel and information

information geometry [1]

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