Machine learning and, more generally artificial intelligence, is new DNA which lies at the heart of most industries and revolutionizes the way we make choices. However, the development of AI systems and their use in various aspects of the public domain presents a...
Artificial Intelligence blog
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Stereo Soundscapes: How AI is Revolutionizing Audio Restoration and Beyond
In current digital era, audio excellence is important in the overall user experience. Whether it's watching videos, listening to music, or joining virtual meetings, poor audio can considerably lessen the fun and effectiveness of these events. By chance, developments...
“Beyond the Mean: Harnessing Variability for Smarter Predictive Decisions”
In the world of data science and artificial intelligence (AI), statistical techniques such as mean or averages often dominate the landscape of decision-making. Whether predicting sales trends, diagnosing illnesses, or crafting personalized recommendations, the mean...
Minimizing AI Missteps: Practical Approaches to Reduce Model Hallucinations
Introduction Model hallucination occurs when an AI system generates information that is false, inaccurate, or completely fabricated. This phenomenon can take various forms, such as a chatbot providing a confidently wrong answer to a question, a language model...
Layer-Aware Models: Enhancing Classification Accuracy with Neural Pruning
Introduction An important algorism of artificial intelligence that have appeared in the modern world as essential to solve extremely difficult problems of classification are neural networks. But as the models become larger and complex, they need good amount of...
Building Reliable AI Agents with Modular and Scalable Frameworks
Businesses are leaning heavily on AI agents these days. According to a study, 77% of companies are either currently using AI in their businesses or exploring its use cases. This number shows how AI agents are changing the business landscape. But building reliable AI...
How to Build an AI-Powered Personal Assistant for Everyday Productivity?
Introduction In today’s fast-paced world, managing multiple tasks, staying organized, and ensuring productivity can be overwhelming. With the constant influx of emails, meetings, deadlines, and personal commitments, individuals often struggle to keep up with their...
Best Practices for Monitoring and Logging in AI Systems
Imagine having an AI system that keeps the transactions of an e-commerce store in check. What if the system considers a bunch of legitimate transactions fraudulent and flags those transactions? It will not only create a mess in the process but also impact the revenue....
LLM Challenges in Healthcare and Effective Mitigation Strategies
In today's fast-paced world, the sheer volume and velocity of data generation are unprecedented. To make this data useful, LLM models are trained. Large language models(LLMs) can use computational artificial intelligence (AI) algorithms to understand and generate...