TLDR AI 2023-10-27

OpenAI has created a new team to deal with frontier risks of AGI such as cyber security and nuclear disasters.

The Biden Administration is preparing to announce a comprehensive executive order on artificial intelligence, aiming to set standards for AI adoption in federal agencies and address concerns related to AI advancements.

Lenovo and NVIDIA are expanding their partnership to deliver integrated systems that utilize generative AI from edge to cloud. They aim to help enterprises swiftly deploy tailored AI applications for business innovation. Their solutions, supported by Lenovo AI Professional Services Practice, will use a hybrid cloud approach and NVIDIA's latest hardware for generative AI.

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.

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.

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.

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

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 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.

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.

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 may block search crawlers if it can't reach deals with generative AI companies to pay for its data. More than 535 news organizations have opted to block their content from being scraped by AI companies. X's new reading limits are due to data scraping by AI startups.

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Google has expanded its Vulnerability Rewards Program (VRP) to include AI-specific security concerns.

Mapping over a dataset is the standard way to apply a transform to every data point. Doing so across multiple GPUs is hard. This gist provides nice functions for doing just that.