What Algorithms can Transformers Learn? A Study in Length Generalization

Practical Solutions and Value of Sketch: An Innovative AI Toolkit Enhancing LLM Operations Sketch is a toolkit designed to improve the operation of large language models (LLMs) by ensuring accurate output generation. Key Contributions Simplified Operation:…

Enhancing Our AI Agent with Persistence and Streaming Overview We previously built an AI agent that answers queries by browsing the web. Now, we will enhance it with two vital features: **persistence** and **streaming**. Persistence allows…

Google DeepMind’s MusicRL has revolutionized AI music generation. By leveraging human feedback, it shapes music that resonates personally. Its autoregressive model, MusicLM, learns from audience wisdom, a dialogic process employing reinforcement learning. MusicRL outperforms traditional models,…

Efficient Stochastic Methods for Large Discrete Action Spaces Reinforcement learning (RL) is a specialized area of machine learning where agents are trained to make decisions by interacting with their environment. RL has been instrumental in developing…

Google Sheets has introduced a new feature called “Smart Fill” that uses AI technology to automate data entry and processing tasks. Smart Fill can detect relationships between columns and predict the values users want to enter,…

Deep Visual Proteomics: Integrating AI and Mass Spectrometry for Cellular Phenotyping Practical Solutions and Value Deep Visual Proteomics (DVP) combines advanced microscopy, AI, and ultra-sensitive mass spectrometry to revolutionize the analysis of cellular phenotypes. It enables…

Microsoft partnered with AFL-CIO to address concerns about AI’s impact on American workers. The initiative seeks to inform and involve labor leaders and workers in AI development, influence public policy, and prioritize worker skills. Amid AI’s…

PyTorch Introduces ExecuTorch Alpha: An End-to-End Solution Focused on Deploying Large Language Models and Large Machine Learning ML Models to the Edge Practical AI Solutions for Edge Devices PyTorch recently launched ExecuTorch Alpha to enable the…

Practical AI Solutions for Developers Developers working on large coding projects often face challenges such as unfamiliar technologies, extensive backlogs, and spending time on repetitive tasks. Traditional methods and tools may lead to delays and frustration.…

Federal judge William Orrick dismissed the majority of the copyright infringement claims brought by three artists against Stability AI, Midjourney, and DeviantArt. The claims were based on the use of the artists’ work to train AI…

Build Your Own Chatbot for Documents Imagine having a chatbot that can answer questions based on your documents like PDFs, research papers, or books. With **Retrieval-Augmented Generation (RAG)**, this is easy to achieve. In this guide,…

AI models like GPT-4, used by companies such as OpenAI and Meta, can infer personal information from our online chats and comments, even when we think we’re not revealing anything personal. Researchers found that GPT-4 could…

Practical Solutions and Value of CogVLM2 in AI Evolution Enhanced Image and Video Understanding CogVLM2 family of models, including CogVLM2 and CogVLM2-Video, integrates visual and language features to achieve advanced image and video understanding. These models…

Practical Solutions for Advancing Large Multimodal Models Challenges in Developing Large Multimodal Models Large Multimodal Models (LMMs) are crucial for tasks integrating visual and linguistic information. However, challenges in accessing high-quality datasets and complex training methodologies…

Artificial Data Generation: Practical Solutions and Value Synthetic Data as a Solution The rapid advancement of Artificial Intelligence (AI) and Machine Learning (ML) has emphasized the need for large, diverse, and high-quality datasets. However, acquiring such…