TLDR AI 2023-10-27

OPENAI CREATES PREPAREDNESS TEAM

AI EXECUTIVE ORDER EXPECTED MONDAY

LENOVO AND NVIDIA EXPAND PARTNERSHIP FOR HYBRID AI SOLUTIONS

IMAGE DIFFUSION MODEL TRAINED ON OPEN DATA

Most popular diffusion models like Stable Diffusion have been trained on a wide variety of data, but much of that data is subject to different copyright restrictions. This new model from MosaicML is trained purely on Creative Commons data and achieves similar performance to SD 2 while requiring only a fraction of the training data.

4-BIT QUANTIZATION IN LLMS

This research introduces LLM-FP4, a novel method to compress large language models by converting their weights and actions to 4-bit floating-point values after training.

EVALUATING GPT-4V'S OPTICAL CHARACTER RECOGNITION ABILITIES

The paper examines how well GPT-4V, a Large Multimodal Model, performs in various Optical Character Recognition (OCR) tasks, from reading scenes and handwritten texts to understanding complex document structures.

REAL-TIME DEPTH ESTIMATION FOR UNDERWATER VEHICLES

This study presents a model tailored for underwater vehicles that can estimate real-time depth from single images by combining sparse depth details.

GPT PILOT

GPT Pilot is an AI-powered dev tool that writes scalable apps from scratch. It enables developers to create apps using a description of the kind of app they want to build. GPT Pilot creates apps step-by-step while asking questions for clarification or help when it gets stuck. A video demo is available in the repository.

TORA

ToRA is a series of Tool-integrated Reasoning Agents designed to solve challenging mathematical reasoning problems by interacting with tools.

THE CONVERGENCE OF DATA AND SOFTWARE ENGINEERING IN THE AGE OF AI

AI needs data to work, meaning data functions are getting closer to the core of the product-building process and moving away from internal business intelligence.

A VERSATILE APPROACH FOR PIXEL MATCHING IN IMAGES

The study introduces RGM (Robust Generalist Matching), a deep learning model designed for both sparse and dense pixel matching in images. The method leverages a unique cascaded GRU module and a new large-scale dataset.

REDDIT THREATENS TO BLOCK GOOGLE

DISTRIBUTED MAP OVER HUGGINGFACE DATASET (GITHUB GIST)