Large Language Models (LLMs) have significantly impacted various functions in the field of Natural Language Processing (NLP), such as language translation, text summarization, and sentiment analysis. Despite these advantages, monitoring LLM's performance and behavior has become increasingly challenging due to their growing size and complexity. Therefore, it is necessary to implement an effective and scalable…
Axfood, Sweden's second-largest food retailer, has succeeded in improving the efficiency and scalability of their AI and machine learning operations with the help of Amazon Web Services (AWS) experts using Amazon SageMaker. Despite having numerous data science teams with their own ways of working, the organization saw the need for a new Machine Learning Operations…
The growing influence of artificial intelligence (AI) in large organizations presents crucial challenges in managing AI platforms. These challenges include developing a scalable and operationally efficient platform that complies with organizational compliance and security standards. Amazon's SageMaker Studio offers a comprehensive set of capabilities for machine learning (ML) practitioners and data scientists. These capabilities include…
Artificial intelligence (AI) startup ThirdAI has examined the potential for AWS Graviton3 processors to boost the speed of neural network training on its unique CPU-based deep learning engine. The company developed BOLT, a sparse deep learning engine designed to train and deploy models on standard CPU hardware rather than costly GPUs.
The company tested the…
OpenSearch is open source software that offers an array of tools for search, data analytics, security monitoring, and observability applications. Amazon OpenSearch Service, powered by OpenSearch, simplifies the deployment, scaling, and operation of OpenSearch in the AWS Cloud.
OpenSearch uses the BM-25 framework to calculate relevance scores, but this doesn’t consider user behavior data like clicks…
Artificial intelligence (AI) and machine learning (ML) technologies are revolutionizing customer experience in the contact center space, ensuring self-service bots, live call analytics, and post-call analytics. Cutting-edge tools like Amazon Lex bots can understand and meet customer needs while improving response times and intelligent routing.
Furthermore, Genesys Cloud, an omni-channel orchestration and customer relationship platform,…
Amazon Bedrock, a platform for AI applications created by Amazon Web Services (AWS), has announced advancements in its collaboration with Anthropic, a leading AI research company. Anthropic's advanced family of generative AI models, known as Claude, has been instrumental in building transformative customer experiences for organizations of all sizes, serving more than 10K customers since…