Summary: The TetrisAI program was developed to play Tetris 99 on the Nintendo Switch. It utilized computer vision to analyze the game state, a depth-first search algorithm to determine optimal block placement, and a microcontroller to send button presses to the Switch. The algorithm achieved top 15 rankings consistently and even first place occasionally. The […]
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In this study, we introduce Heima, a novel efficient reasoning framework that utilizes hidden latent space to condense complex reasoning processes in Multimodal Large Language Models (MLLMs). By using a single thinking token, Heima minimizes verbosity and reduces the number of tokens needed for reasoning, leading to higher generation efficiency without sacrificing zero-shot task accuracy. […]
Klarity is a tool for analyzing uncertainty in generative model outputs, providing deep insights into model behavior during text generation. It offers dual entropy analysis, semantic clustering, structured output, and AI-powered analysis. The tool can be easily installed from GitHub and used with Transformer models like Qwen2.5-7B. The analysis output includes structured JSON analysis for […]
imessage-exporter is a tool designed to decode iMessage data stored in a unique format resembling objects. Initially, the process was rudimentary but with Apple’s new iMessage updates, critical information became only accessible within this obscure blob. Reverse engineering the binary serialization protocol behind typedstream, a format exclusive to Apple’s Foundation framework, is explored in this […]
Looking at Python programs for machine learning, the “JIT decorator” pattern is quite common. Tools like JAX and Triton allow for executing functions without going through the Python interpreter in the traditional way. Instead, the code inside the JIT decorator resembles a Domain Specific Language processed by a special compiler in libraries like JAX and […]
Turn your favorite videos into unique flipbooks with our easy-to-use platform! Choose a video file, customize the cover, and preview your creation before ordering. These flipbooks are perfect for gifts, weddings, events, and more. Crafted with high-quality paper and vibrant prints, each flipbook is a fun and interactive way to relive memories. Customers rave about […]
The author shares their journey of writing a WebAssembly VM in C as a productive learning experience. WebAssembly is a standardized instruction set for running untrusted client-side code in web browsers. The evolution of WebAssembly from Emscripten’s C/C++ to Javascript compiler to a standalone bytecode format is discussed. The author’s motivation for creating a WebAssembly […]
This web content presents patterns for creating personalized websites gathered from various sources over the years. The patterns cover topics like content structure, navigation, technology, and more. Surprisingly, one pattern is to have a “Secret Garden Page” on the site. Each pattern is explained in detail, focusing on different aspects of website design and organization. […]
NASA’s OSIRIS-REx mission revealed key molecules for life on asteroid Bennu, suggesting conditions for life were widespread in the early solar system, enhancing the possibility of life on other celestial bodies. The findings include amino acids, nucleobases, and high ammonia levels in the samples, supporting the idea of extraterrestrial rocks as life’s raw material source. […]
Goose is an open-source tool designed for developers to easily contribute, customize, and innovate with transparency and collaboration in mind. It runs locally, allowing for efficient task execution and maintaining control in the user’s hands. The tool is extensible, allowing users to customize it with their preferred LLM and connect it to external MCP servers […]