Managing your entire organization’s knowledge is critical to your success. Whether you’re capturing employee expertise, organizing documents, or delivering training, knowledge management tools, platforms and softwares provide the infrastructure to keep your information accessible and...
Knowledge management (KM) is changing dramatically due to its role in supporting artificial intelligence (AI) solutions. It’s never been a better time to attend knowledge management conferences and get a sense of how KM is changing across industries. Here’s a breakdown of the knowledge management...
As companies work to ensure the accuracy, compliance, and ethical alignment of their AI systems, they are increasingly recognizing the importance of AI audits in their governance toolkits. What Is an AI Audit? An AI audit is a comprehensive examination of an AI system that scrutinizes its...
Propensity score matching (PSM) is a statistical technique that reduces bias in observational studies. By calculating the probability of treatment assignment based on observed characteristics, PSM creates balanced groups for more accurate comparisons. In business, PSM is used to evaluate the...
The AI Weekly Breakthrough | Issue 6 | April 17, 2024 Welcome to The AI Weekly Breakthrough, a roundup of the news, technologies, and companies changing the way we work and live Meta Breaks Silence, Announces Llama 3 Meta, relatively quiet as of late, breaks its silence this week to make two...
Reinforcement Learning from Human Feedback (RLHF) is a cutting-edge approach in artificial intelligence (AI) that blends human intelligence with machine learning to teach computers how to perform complex tasks. This method is particularly exciting because it represents a shift from traditional...
Extract, Transform, and Load, or ETL, is a crucial data management process, especially in the AI and machine learning space. It’s like a data-moving team that takes information from various sources, cleans it up, and organizes it neatly in one place. This process is vital for businesses and...
The AI Weekly Breakthrough | Issue 5 | April 9, 2024 Welcome to The AI Weekly Breakthrough, a roundup of the news, technologies, and companies changing the way we work and live. More Agents Is All You Need A study using a simple sampling-and-voting method showed that LLM performance scales with...
Data augmentation is a pivotal technique in the realm of Natural Language Processing (NLP). It’s used to expand and diversify training datasets, thereby enhancing the performance and robustness of AI models. This technique is crucial for AI practitioners, data scientists, and technologists who aim...
Foundation models are a cornerstone in how we approach, develop, and implement AI technologies. These models, with their ability to learn from vast datasets and adapt to a multitude of tasks, represent a significant leap in AI’s evolution. Whether you’re an IT professional looking to deepen...
Navigating the multifaceted nature of human language is a unique challenge for machines. Ambiguous words, phrases, sentences, and contexts make language models struggle to understand and interpret human language with nuance and precision. Addressing ambiguity, therefore, is crucial for modern...
Augmented Shelf | Issue 4 | April 3, 2024 Welcome to Augmented Shelf, a wrap-up of the week’s AI news, trends and research that are forging the future of work. Street Fighting LLMs Ready for a digital brawl like no other? In a groundbreaking experiment, cutting-edge Language Models (LLMs)...