Notes by Lex Toumbourou

Articles in the permanent category

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• SPARQL

  Sep 16, 2025 permanent

  a query language for RDF databases

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• RDF

  Sep 14, 2025 permanent    KnowledgeRepresentation  LinkedData

  

  A graph-based data model for the Semantic Web

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• Genetic Algorithms

  Sep 07, 2025 permanent    EvolutionaryAlgorithms

  

  an optimisation technique inspired by natural selection

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• Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

  Jul 21, 2025 permanent    LargeLanguageModels  LatentReasoning  TestTimeScaling

  

  Optimising computation at the token-level

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• Absurdly Good Doggo Consistency with FLUX.1 Kontext

  Jun 01, 2025 permanent    ImageEditing  ImageGeneration

  

  Experiments with multi-turn character consistent editing

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• Imagen 4 is faster, but GPT is still the GOAT

  May 21, 2025 permanent    ImageGeneration

  

  a few comparisons of Google's Imagen 4 vs OpenAI's gpt-image-1

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• Q-Learning

  Apr 18, 2025 permanent    ReinforcementLearning

  

  a reinforcement learning algorithm for finding optimal policies

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• Markov Decision Process (MDP)

  Mar 29, 2025 permanent    ReinforcementLearning

  

  A mathematical framework for modelling decision-making under uncertainty

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• Merkle Tree

  Mar 15, 2025 permanent    DataStructures  Cryptography

  

  a data structure where each node contains the hash of its child nodes

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• RSA

  Mar 01, 2025 permanent    Cryptography  ComputerSecurity

  a public-key encryption system reliant on the practical difficulty of factorising large numbers

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