Artificial Inteligence Scalability System Design 
AWS Machine Learning - AI
APRIL 9, 2025
Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements.
Perficient
NOVEMBER 20, 2024
Introduction to Multiclass Text Classification with LLMs Multiclass text classification (MTC) is a natural language processing (NLP) task where text is categorized into multiple predefined categories or classes. Traditional approaches rely on training machine learning models, requiring labeled data and iterative fine-tuning.
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Crunchbase News
JANUARY 31, 2025
By Daniel Marcous Artificial intelligence is evolving rapidly, and 2025 is poised to be a transformative year. For investors, the opportunity lies in looking beyond buzzwords and focusing on companies that deliver practical, scalable solutions to real-world problems.
AWS Machine Learning - AI
MARCH 13, 2025
Advancements in multimodal artificial intelligence (AI), where agents can understand and generate not just text but also images, audio, and video, will further broaden their applications. This post will discuss agentic AI driven architecture and ways of implementing.
AWS Machine Learning - AI
MARCH 5, 2025
These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs.
CIO
FEBRUARY 4, 2025
This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. Global IT spending is expected to soar in 2025, gaining 9% according to recent estimates. Short-term focus. Long-term value creation.
AWS Machine Learning - AI
JULY 3, 2024
Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Finally, the LLM generates new content conditioned on the input data and the prompt.
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