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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Confronting AI Hallucinations Head-on: A Blueprint for Business Leaders
AI hallucinations refer to instances where AI systems, particularly language models, generate outputs that are inconsistent, nonsensical, or even entirely fabricated. This issue is especially...
Shield Your RAG System from these 4 Unstructured Data Risks
While large language models excel in mimicking human-like content generation, they also pose risks of producing confusing or erroneous responses, often stemming from poor data quality. Poor data...
These Data Enrichment Strategies Will Optimize Your RAG Performance
Large language models have an impressive ability to generate human-like content, but they also run the risk of generating confusing or inaccurate responses. In some cases, LLM responses can be...
Meta Breaks Silence, March RAGness, Cloudless Skies at Cloud Next …
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...
RLHF Makes AI More Human: Reinforcement Learning from Human Feedback Explained
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...
How to Use AI for Predictive Analytics and Smarter Decision Making
AI for predictive analytics represents a cutting-edge approach to forecasting future trends and making data-driven decisions with precision. By integrating AI, you can uncover deep insights,...
Practical ETL Strategies to Refine AI Models and Decision Making
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,...
Many-Shot Jailbreaking, More AI Agents, Contemplating Paid Search …
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...
Building Smarter AI with Data Augmentation
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...
Masterclass in AI: Leveraging Foundation Models for Success
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,...
Decipher Ambiguity in NLPs for Sharper AI Intelligence
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...
Street Fighting LLMs, AI’s Spending Dilemma, Stargate 2028 …
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...