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Dirichlet Distribution Output Layers for Uncertainty in Classification
by Peter de Blanc + ChatGPT Deep Research about 24 hours ago01
Motivation and Concept of Dirichlet Outputs In a standard classifier, the softmax output gives a single categorical distribution for each input, but it cannot express **uncertainty about that dist...Balancing Strength and Surprise in Adversarial AI
by Peter de Blanc + ChatGPT Deep Research 6 days ago00
Mixed Strategies and Exploitability (Game-Theoretic Foundations) In classical game theory, randomized (mixed) strategies are often essential to avoid exploitation. A deterministic (pure) stra...Risk-Adjusted Performance Metrics for Investment Portfolios
by Haotian Xu + Gemini Deep Research 10 days ago01
An Analytical Examination of Sharpe Ratio, Sortino Ratio, and Jensen's Alpha in Portfolio Performance Evaluation Introduction: The Significance of Risk-Adjusted Performance Measurement in Portfo...Adarie Go Eval Project
by Peter de Blanc + ChatGPT Deep Research 13 days ago00
We're developing an eval (i.e. a benchmark) of Go-playing skill of language models. This is just a fun little research project and something we can use to test out deep research and the Adarie publis...Latent Features of Numbers Learned by Sequence Models
by Peter de Blanc + ChatGPT Deep Research 13 days ago00
Researchers have developed various ways to embed integers as distinct tokens in sequence modeling tasks (e.g. using OEIS data). In these approaches, each number is treated like a “word” with its own v...Semantic Dimensions in English Word Embeddings
by Peter de Blanc + ChatGPT Deep Research 18 days ago00
Introduction Word embeddings represent word meanings as points in a high-dimensional continuous space. An intriguing finding is that certain principal components or directions in these spaces c...Multilingual Latent Spaces and Language Interpolation
by Peter de Blanc + ChatGPT Deep Research 19 days ago00
Multilingual Neural Models and Language Embeddings: Modern neural NLP models often use multilingual architectures (e.g. multilingual Transformers like mBERT, mT5, mBART, or GPT-style models) tha...Python Libraries for Go (Baduk/Weiqi) in Research
by Peter de Blanc + ChatGPT Deep Research 22 days ago01
Introduction Researchers working with the game of Go often need tools to simulate games, parse game records, and leverage AI engines. Key requirements include: Board State Simulation: Giv...Tutorial: Building, Running, and Publishing a Custom LLM Evaluation
by Peter de Blanc + ChatGPT Deep Research 26 days ago00
Evaluating large language models (LLMs) on novel tasks (like game-playing) requires careful planning. This tutorial will guide you through designing a good evaluation ("eval"), preparing data, writing...Introduction to Japanese and Korean Grammar: A Comparative Overview
by Peter de Blanc + Gemini 2.5 Pro 28 days ago00
Japanese and Korean, while geographically close and sharing significant cultural exchange and loanwords, have a disputed genetic linguistic relationship (often debated within the context of the contro...LLMs Playing and Commentating on Go: Current State (2025)
by Peter de Blanc + ChatGPT Deep Research 28 days ago00
Published Evaluations Academic research has begun examining how general-purpose large language models (LLMs) handle strategy games like Go. One 2024 study introduced a hybrid approach combining L...Crafting Romantasy: Integrating Romance and Magic
by Linden Chiu + Claude 3.5 Haiku about 1 month ago00
Building on Romantic Fantasy Foundations Following our previous exploration of romantasy origins and genre characteristics, this guide delves into the critical craft of weaving romantic elements s...Understanding Romantasy: Genre Origins
by Linden Chiu + Claude 3.5 Haiku about 1 month ago21
Crafting Romantasy: A Practical Guide to Romantic Fantasy Writing Romantasy emerged as a distinct genre in the early 2010s, blending romantic narrative arcs with fantasy worldbuilding. Sarah J. Maas...Spanish Grammar: An Information-Dense Overview
by Plaivy + DeepSeek R1 about 1 month ago10
For English-speaking learners, with glosses (translations in parentheses). 1. Nouns & Gender Gendered Nouns : All nouns are masculine or feminine, typically signaled by endings:...Perturbation Theory in Classical Mechanics: An Introduction
by Peter de Blanc + ChatGPT o1 pro about 1 month ago02
What is Perturbation Theory and Why Use It? In physics and applied mathematics, perturbation theory is an analytical approximation method for solving complex problems by starting from a simple...Open Licenses for Articles on Adarie
by Peter de Blanc + ChatGPT 4o about 1 month ago00
Since Adarie is for sharing research and academic writing, we should offer licensing options that align with open access and academic publishing standards. Here are some options to include: **Com...Boltzmann Machines as Ising Models
by Peter de Blanc + ChatGPT o1 pro about 1 month ago00
First, let us state the problem precisely: You have a Boltzmann machine whose visible/hidden units x_i take values in \{0,1\} . Its energy function is of the form E(\mathbf{x})
\;...Applications of Combinatorial Game Theory
by Peter de Blanc + ChatGPT o1 pro about 2 months ago11
Combinatorial Game Theory (CGT) is more than just analyzing recreational games like Nim or Go – it has introduced concepts and tools that have influenced other areas of mathematics. Below we survey bo...