Shelf Blog
Get weekly updates on best practices, trends, and news surrounding knowledge management, AI and customer service innovation.
The 3 Challenges for Businesses Considering AI Solutions
The world is changing because of artificial intelligence (AI), but for many businesses it's not clear how we get from the way things ...
Most Recent
Forget LLM Memory – Why LLMs Need Adaptive Forgetting
Large Language Models (LLMs) rely on extensive memory to store and manipulate vast datasets, a key factor that allows them to learn from past inputs and improve their linguistic abilities over time....
Pick the Best Conversational AI Platform: A Straightforward Guide
Whether it's through text-based chatbots on a website or voice-activated assistants in our homes and smartphones, conversational AI is becoming an integral part of our daily lives. By simulating...
Can AI Governance Frameworks Tame the Business Risks of GenAI?
Artificial intelligence is changing technology in groundbreaking ways, affecting everything from business to daily life. However, this rapid advancement brings up significant ethical, legal, and...
Diffusion Models for Machine Learning: Transform Noise into Human-like Creativity
Diffusion models for machine learning are cutting-edge technologies that are reshaping how we leverage artificial intelligence. They excel at generating and transforming data in ways we once thought...
Ethical AI Uncovered: 10 Fundamental Pillars of AI Transparency
Artificial intelligence (AI) is a transformative force, reshaping industries, revolutionizing how we interact with the world, and redefining the boundaries of what machines can do. As AI systems...
How Vectors in Machine Learning Supply AI Engines with Data
Artificial intelligence engines need data to learn and operate, but the data you and I find meaningful is foreign to machines. Machines need data translated to their preferred language: math. This...
Supercharge AI and ML with Synthetic Data
Synthetic data is artificially generated data that imitates real-world data without using actual information. It is generated through algorithms and statistical techniques to capture the same...
The Rise of Generative Question Answering with LLMs
Businesses face an overwhelming amount of data rich with insights to unlock. Traditional keyword-based searches have long been the go-to method for wading through this informational deluge, but as...
How Data Hydration Can Unlock the Potential of Your Data
Data hydration, the process of enhancing and enriching existing data, has become increasingly vital in the era of big data and artificial intelligence. In this article, we explore the concept of...
GANs Explained: How Generative Adversarial Networks Work
As artificial intelligence continues to push boundaries and redefine industries, Generative Adversarial Networks (GAN) have emerged as a game-changer. GANs are transforming the way we generate...
Metadata Unlocks AI’s Superpowers
For the successful implementation of Artificial Intelligence (AI), the significance of properly integrating content metadata in AI with Large Language Models (LLMs) cannot be overstated. LLMs, such...
Text Becomes Insight with Vectorization
Computers are great at understanding numbers, but not with words. In order to help machines understand, manipulate, and produce words, we have to convert those words to numbers using a process...