Notes by Lex Toumbourou

Articles in the permanent category

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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

  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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• Spanning Tree

  Feb 16, 2025 permanent    ComputerScience  GraphTheory

  a sub graph of a connected graph that contains all vertices, but no cycles

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• Bucket Sort

  Feb 15, 2025 permanent    ComputerScience  SortingAlgorithms

  a distribution-based sorting algorithm that works by dividing elements into buckets

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• Temperature Scaling

  Jan 14, 2025 permanent    LargeLanguageModels  MachineLearning

  a parameter that controls how confident Softmax predictions are

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• Few-Shot Knowledge-Distillation

  Jan 12, 2025 permanent    LLMPerformance  LargeLanguageModels

  Routes LLM tasks to cheaper or more powerful models based on task novelty.

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• Agentic Reasoning

  Aug 25, 2024 permanent    LargeLanguageModels  AgenticReasoning

  

  an approach to utilising LLMs that involve multi-state interactions.

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