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 ...
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5 Attention Mechanism Insights Every AI Developer Should Know
At the core of human cognition is the concept of “attention,” a mechanism that allows us to focus on particular elements of our environment while filtering out others. This concept has inspired a...
Seamlessly Link Structured and Unstructured Data with a Knowledge Graph
A knowledge graph is a structure that connects diverse pieces of information, helping you uncover relationships and insights that might not be immediately apparent. In some cases, you need to bridge...
Contemplative AI, (In)Stability AI, AI Antibodies, and More
Augmented Shelf | Issue 3 | March 26, 2024 Welcome to Augmented Shelf, a wrap-up of the week's AI news, trends and research that are forging the future of work. Enterprises Quintuple-Down on GenAI...
Data Mesh or Data Fabric? Choosing the Right Data Architecture
Data mesh and data fabric are two architectural paradigms that are shaping the future of data management and analytics. At their core, both aim to address the complexities of handling vast and...
Master the Prompt: 7 Contrasts Between Zero-Shot and Few-Shot Prompting
Whenever you interact with a large language model (LLM), the model’s output is only as good as your input. If you offer the AI a poor prompt, you’ll limit the quality of its response. So it’s...
Evil Geniuses Attack, The LLM Forgettery, Character Consistency and More
Augmented Shelf | Issue 2 | March 19, 2024 Welcome to Augmented Shelf, a wrap-up of the week’s AI news, trends and research that are forging the future of work. Evil Geniuses Vs. ChatDev To evaluate...
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...
Self Aware LLMs, Election AI-ffliction, India’s AI Reckoning and More
Welcome to Augmented Shelf, a wrap-up of the week's AI news, trends and research that are forging the future of work. Is Claude 3 Opus Self-Aware? In a remarkable display of potential...
Can AI Governance Frameworks Protect You from GenAI’s Risks?
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...
The Panoramic Guide to Diffusion Models in Machine Learning
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...