# 2023

- 01 Apr — Bits-Back Coding
- 30 Mar — Gaussian Processes
- 05 Mar — Variational Autoencoders
- 16 Feb — Shannon vs Universal Compression

# 2022

- 06 Jul — Variational Inference
- 21 Jun — Ideal Gas Entropy Derivation
- 05 Apr — Liouville's Theorem
- 05 Apr — Liouville Supplemental: Coordinate Transformations
- 05 Apr — Liouville Supplemental: Bertrand Paradox
- 17 Mar — The Carnot Cycle
- 01 Mar — The Reversibility Problem
- 17 Feb — Why Doesn't Uncopying Defeat The 2nd Law?
- 17 Feb — Szilard Cycle Particle-Piston Interaction Model
- 09 Feb — Is The Szilard Cycle Reversible?

# 2021

- 23 Jun — Redundancy And Copying
- 23 May — Causality And Information
- 14 May — Physical Information
- 05 May — Information Algebra
- 20 Apr — Causality For Physics
- 13 Apr — Modular Neural Networks
- 09 Apr — Bayesian information theory
- 31 Mar — Deconstructing Bayesian Inference
- 24 Feb — Classical vs Bayesian Reasoning
- 21 Feb — Bayesian Inference On 1st Order Logic
- 18 Feb — Variational Solomonoff Induction
- 07 Feb — Free Energy Principle 1st Pass
- 07 Feb — Active inference tutorial (actions)
- 06 Feb — How this blog works
- 01 Feb — Blogging experiment

# 2020

- 19 Jun — Probability Theory and Its Philosophy
- 17 Jun — Probability & AI Curriculum
- 11 Jun — Dutch Book Argument
- 11 Jun — Complete Class Theorems
- 09 Jun — Shannon's Information Theory
- 10 Jan — Visualizing Quantum Field States
- 10 Jan — Emergence of particles from QFT

# 2019

- 31 Dec — Solomonoff Induction
- 24 Dec — Weak Measurement
- 23 Dec — Topology - Sphere & Torus
- 23 Dec — Cox's Theorem
- 22 Dec — Quantum State
- 14 Jul — Bias-Variance Decomposition