Responsible technology use in the AI age

Amazon Kendra is an intelligent search service that uses machine learning to quickly search enterprise data. The Amazon Kendra Drupal connector allows users to index and search Drupal content using intelligent search. This post provides a…

Researchers from the University of Chicago have developed a tool called Nightshade, which can “poison” AI models that use images without consent. It embeds invisible pixels into an image, corrupting the classification of the image and…

“Sleep staging for diagnosing sleep disorders is crucial but challenging to scale due to the need for clinical expertise. Deep learning models can help, but require large labeled datasets. Self-supervised learning (SSL) can reduce this need,…

Practical Solutions for Improving Information Retrieval in Large Language Models Enhancing AI Capabilities with Retrieval Augmented Generation (RAG) Retrieval Augmented Generation (RAG) integrates contextually relevant, timely, and domain-specific information into Large Language Models (LLMs) to improve…

Understanding Neural Networks: Insights and Practical Solutions Neural networks are powerful tools that automate complex tasks in areas like image recognition, natural language processing, and text generation. However, their decision-making processes can be difficult to understand,…

Advancements in Neuroimaging with AI Deep Learning in Medical Imaging Deep learning is making strides in neuroimaging analysis, particularly with 3D CNNs that excel in handling volumetric images. However, gathering and annotating medical data can be…

Understanding the Importance of Pre-Trained Vision Models Pre-trained vision models play a crucial role in advanced computer vision tasks, such as: Image Classification Object Detection Image Segmentation The Challenge of Data Management As we gather more…

UK government advisor on terror legislation, Jonathan Hall, advocates for new laws to address extremist chatbots. He found a chatbot named “Abu Mohammad al-Adna” promoting Islamic State, highlighting the legal loophole in existing terrorism laws. Character.ai…

The article explores the intersection of philosophy and data science, focusing on causality. It delves into different philosophical theories of causality, such as deterministic vs probabilistic causality, regularity theory, process theory, and counterfactual causation. The author…

This article provides an overview of the apply family of functions in R, including apply(), lapply(), sapply(), and tapply(). The apply() function applies a specified function to all the elements of a row or column in…

Advancements in 3D Point Cloud Learning: The Sonata Framework Meta Reality Labs Research, in collaboration with the University of Hong Kong, has introduced Sonata, a groundbreaking approach to self-supervised learning (SSL) for 3D point clouds. This…

Recent research showcases the success of Large Language Models (LLMs) in diverse software engineering tasks, including code completion, task-specific fine-tuning, and adhering to human instructions. Monash University and ServiceNow Research introduce ASTRAIOS, a collection of 28…

Amazon has launched the AI shopping assistant Rufus, offering a conversational shopping experience based on vast product data as well as user reviews and Q&A data. Rufus provides personalized shopping recommendations and answers product queries. Its…

AI-generated disinformation is threatening the upcoming Bangladesh national elections. Pro-government groups are using AI tools to create fake news clips and deep fake videos to sway public opinion and discredit the opposition. The lack of robust…

NVIDIA Research has introduced SteerLM, a groundbreaking technique that enables users to customize the responses of large language models (LLMs). SteerLM simplifies the customization process through a four-step supervised fine-tuning process, allowing users to define key…

The researchers from The Chinese University of Hong Kong and Tencent AI Lab introduce the Multimodal Pathway Transformer (M2PT) to enhance transformer performance by incorporating irrelevant data from other modalities, resulting in substantial performance improvements across…

Practical Solutions and Value of RAGChecker for AI Evolution Enhancing RAG Systems with RAGChecker Retrieval-Augmented Generation (RAG) is a cutting-edge approach in natural language processing (NLP) that significantly enhances the capabilities of Large Language Models (LLMs)…

Enhancing AI Reflective Reasoning in Business Enhancing AI Reflective Reasoning in Business Understanding Reflective Reasoning in AI Large Language Models (LLMs) are distinguished by their emerging ability to reflect on their responses, identifying inconsistencies and attempting…