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2023 Nebula Award Finalist for Best Short Story2024 Hugo Award Winner for Best Short Story2024 Finalist: WSFA Small Press Award June was the first of my friends to get into it. This isn’t surprising—she was playing Wordle for weeks before … Read more
tl;dr Narrowband trichromatic (RGB) light sources are superior to broadband (white) light for scanning color negative film; there are very good reasons why all commercial film scanners use RGB. Scanning film with an RGB light source produces high quality results … Read more
The problem with vector-only search At Assembled, our issue resolution engine is designed to assist customer support by suggesting potential answers to support queries. We use Retrieval Augmented Generation (RAG) for much of this pipeline because it’s quicker to iterate … Read more
Abstract:We introduce three new attention mechanisms that outperform standard multi-head attention in terms of efficiency and learning capabilities, thereby improving the performance and broader deployability of Transformer models. Our first contribution is Optimised Attention, which performs similarly to standard attention, … Read more
Introduction If superconductors — materials that conduct electricity without any resistance — worked at temperatures and pressures close to what we would consider normal, they would be world-changing. They could dramatically amplify power grids, levitate high-speed trains and enable more … Read more
Abstract:Large language models such as GPT and Llama are trained with a next-token prediction loss. In this work, we suggest that training language models to predict multiple future tokens at once results in higher sample efficiency. More specifically, at each … Read more
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08 Apr 2024 3 min read A colored image from a scanning electron microscope of a section of extruded polystyrene foam, showing the internal closed-cell air spaces. Stefan Diller/Science Source Organic semiconductors are versatile materials used in many flexible displays … Read more
Mar 2024 – 16 min read I recently upgraded from a Ryzen 3700X to a 5959X. Double the cores, and nearly double the potential heat output. I didn’t upgrade my cooling solution, a 240mm Kraken X53 AIO liquid cooler. Doing … Read more
Abstract:This paper presents a groundbreaking comparison between Large Language Models and traditional legal contract reviewers, Junior Lawyers and Legal Process Outsourcers. We dissect whether LLMs can outperform humans in accuracy, speed, and cost efficiency during contract review. Our empirical analysis … Read more