LatticeQuant is a research framework for KV cache compression in large language models, combining lattice quantization theory, directional distortion analysis, and attention-aware bit allocation.

Vibe coding, where AI generates code from plain language, is rapidly adopted but creates significant security risks. Studies reveal thousands of high-impact vulnerabilities and exposed secrets in live ...

Why can some messages be compressed while others cannot? This video explores Huffman coding and Shannon’s concept of entropy, showing how probability and information theory determine the ultimate ...

elevator-ai/ ├── environment/ │ ├── building.py # Core simulation entities │ ├── elevator_env.py # Gymnasium environment │ └── traffic_patterns.py # Probabilistic passenger spawning ├── agents/ │ ├── ...

A year ago, I had no clue how to write an iPhone app. Now I’ve shipped a fully-fledged strength training app, built with AI coding tools, or “vibe coding” as it’s become known. A lot of people get ...

Serving Large Language Models (LLMs) at scale is a massive engineering challenge because of Key-Value (KV) cache management. As models grow in size and reasoning capability, the KV cache footprint ...

X is revamping the algorithm that ranks posts in the "For You" feed. The engineering team said it will post changes to the algorithm on GitHub every four weeks, including explainers on changes. The ...

ABSTRACT: Improved accuracy in predicting corporate financial fraud significantly enhances regulatory efficiency and market stability. However, detecting increasingly sophisticated fraud patterns ...

With his computer plugged into a projector at the front of the room, Hudson Blankner, a freshman in Gabe Johnson’s Computational Foundations 1 class, displayed his final project: a trio of classic ...

On the off chance you are new to this series, you can quickly catch up with the rest of us by perusing and pondering our earlier columns (see Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7, ...