Eryk Banatt
Table of Contents
This is the web page of Eryk Banatt, sometimes referred to by the handle Ambisinister. This page is home to my writing on various topics: you can think of it like a journal I keep to track things I am thinking about. I am most known for my work surrounding Super Smash Bros. Melee, but I aim for my writing to be interdisciplinary enough to be interesting to read regardless of background. My primary interests are AI/ML, Video Games, Human Expertise, Multimedia, and Energy Drinks.
Articles
Recent
Machine Learning
Understanding Modern LLMs via DeepSeek
Understanding LLMs via DeepSeek Part 2
WILT: Wason Inductive Logic Test for LLMs (Proof of Concept Blogpost) (Arxiv Preprint)
Experiments with Multi-Head Latent Attention
Deepseek-V3 Training Budget Fermi Estimation
LASTDANCE: Layerwise Activation Similarity to Training Data for Assessing Non-Conforming Events (pre-preprint) (Notebook)
Auto-Rating ITG Stamina Charts with Machine Learning
Bracket Stamina: Inferring the Intent of Other Agents in a Multiplayer Kelly Coin Flip Game
Locating Visual Jokes in Homestuck Using Rudimentary Computer Vision