Algorithm Design articles
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...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...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...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...