Flipboard

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries.

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Metadata LLM Natural Language Processing Generative AI 160

Unite.AI

FEBRUARY 25, 2025

New AI tools and capabilities present an incredible opportunity for companies to go beyond structured data and tap into complex and unstructured datasets, unlocking even greater value for customers. For instance, large language models (LLMs) can analyze human interactions and extract crucial insights that enrich customer experience (CX).

AI 147

AI AI Automation Large Language Models 147

Marktechpost

JANUARY 26, 2024

In recent times, Large Language Models (LLMs) have gained popularity for their ability to respond to user queries in a more human-like manner, accomplished through reinforcement learning. It aligns with the updatable machine learning paradigm, allowing parallelization in federated learning scenarios.

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Large Language Models Machine Learning Responsible AI ML 130

Marktechpost

JANUARY 17, 2024

Artificial intelligence (AI) systems are expanding and advancing at a significant pace. The two main categories into which AI systems have been divided are Predictive AI and Generative AI. The well-known Large Language Models (LLMs), which have recently gathered massive attention, are the best examples of generative AI.

Machine Learning 102

Machine Learning Responsible AI Artificial Intelligence Artificial Intelligence 102

Flipboard

FEBRUARY 19, 2025

Additionally, we discuss some of the responsible AI framework that customers should consider adopting as trust and responsible AI implementation remain crucial for successful AI adoption. Amazon Bedrock hosts and manages the large language models (LLMs) , currently using Claude 3.5

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Responsible AI Natural Language Processing Explainability Large Language Models 81

Flipboard

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. This innovative application of generative AI delivers tangible productivity gains and operational efficiencies to the insurance industry.

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Generative AI Prompt Engineer Prompt Engineering Software Development 140

AWS Machine Learning Blog

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. We also dive deeper into access patterns, governance, responsible AI, observability, and common solution designs like Retrieval Augmented Generation. They’re illustrated in the following figure.

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Generative AI Machine Learning AI AI 112

ODSC - Open Data Science

NOVEMBER 30, 2023

Feature Store Architecture, the Year of Large Language Models, and the Top Virtual ODSC West 2023 Sessions to Watch Feature Store Architecture and How to Build One Learn about the Feature Store Architecture and dive deep into advanced concepts and best practices for building a feature store.

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Large Language Models Prompt Engineer Prompt Engineering Machine Learning 98

AWS Machine Learning Blog

JANUARY 28, 2025

Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. By investing in robust evaluation practices, companies can maximize the benefits of LLMs while maintaining responsible AI implementation and minimizing potential drawbacks.

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LLM Large Language Models ML Algorithm 112

Marktechpost

DECEMBER 18, 2023

With the increase in the growth of AI, large language models (LLMs) have become increasingly popular due to their ability to interpret and generate human-like text. But, integrating these tools into enterprise environments while ensuring availability and maintaining governance is challenging.

Machine Learning 144

Machine Learning Data Ingestion OpenAI Large Language Models 144

AWS Machine Learning Blog

FEBRUARY 21, 2025

Large language models (LLMs) excel at generating human-like text but face a critical challenge: hallucinationproducing responses that sound convincing but are factually incorrect. Chaithanya Maisagoni is a Senior Software Development Engineer (AI/ML) in Amazons Worldwide Returns and ReCommerce organization.

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LLM Large Language Models Natural Language Processing Machine Learning 123

AWS Machine Learning Blog

NOVEMBER 29, 2023

These challenges include some that were common before generative AI, such as bias and explainability, and new ones unique to foundation models (FMs), including hallucination and toxicity. Guardrails drive consistency in how FMs on Amazon Bedrock respond to undesirable and harmful content within applications.

Responsible AI 130

Responsible AI Generative AI AI AI 130

AWS Machine Learning Blog

JANUARY 31, 2025

Foundation models (FMs) are used in many ways and perform well on tasks including text generation, text summarization, and question answering. Increasingly, FMs are completing tasks that were previously solved by supervised learning, which is a subset of machine learning (ML) that involves training algorithms using a labeled dataset.

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Prompt Engineer Prompt Engineering Data Scientist Large Language Models 96

Towards AI

JANUARY 21, 2025

While current large language models (LLMs) and other AI systems formulate responses based on their pre-trained model, they possess no long-term contextual awareness from user inputs as they lack the memory required to retain prior interactions, limiting their ability to simulate real, ongoing awareness.

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AI AI Large Language Models Artificial Intelligence 114

Marktechpost

MAY 30, 2024

This article lists the top AI courses by Google that provide comprehensive training on various AI and machine learning technologies, equipping learners with the skills needed to excel in the rapidly evolving field of AI. Participants learn how to improve model accuracy and write scalable, specialized ML models.

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Artificial Intelligence Artificial Intelligence BERT Computer Vision 130

Marktechpost

APRIL 21, 2024

Introduction to Generative AI: This course provides an introductory overview of Generative AI, explaining what it is and how it differs from traditional machine learning methods. This microlearning module is perfect for those curious about how AI can generate content and innovate across various fields.

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Artificial Intelligence Artificial Intelligence BERT Large Language Models 137

AWS Machine Learning Blog

NOVEMBER 26, 2024

Large language models (LLMs) have come a long way from being able to read only text to now being able to read and understand graphs, diagrams, tables, and images. It also provides a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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Convolutional Neural Networks LLM Metadata Explainability 105

AWS Machine Learning Blog

DECEMBER 11, 2024

The challenge: Scaling quality assessments EBSCOlearnings learning pathscomprising videos, book summaries, and articlesform the backbone of a multitude of educational and professional development programs. His expertise is in generative AI, large language models (LLM), multi-agent techniques, and multimodal learning.

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Generative AI Large Language Models AI AI 92

Marktechpost

DECEMBER 24, 2023

A pressing concern has surfaced in large language models (LLMs), drawing attention to the safety implications of downstream customized finetuning. This ethical consciousness adds depth to the paper’s contributions, aligning it with broader discussions on responsible AI development and deployment.

Machine Learning 111

Machine Learning Algorithm Large Language Models LLM 111

AWS Machine Learning Blog

OCTOBER 16, 2024

The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows. Some local shows feature Flemish dialects, which can be difficult for some large language models (LLMs) to understand. Release frequency – New shows, episodes, and movies are released daily.

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Metadata Automation Generative AI AI 116

Marktechpost

NOVEMBER 22, 2024

It helps developers identify and fix model biases, improve model accuracy, and ensure fairness. Arize helps ensure that AI models are reliable, accurate, and unbiased, promoting ethical and responsible AI development. It’s well-suited for building and deploying large language models.

Automation 107

Automation Explainability Data Analysis Machine Learning 107

Unite.AI

JANUARY 17, 2024

A recent report from Aporia , a leader in the AI control platform sector, has brought to light some startling findings in the realm of artificial intelligence and machine learning (AI & ML). The survey’s findings emphasize the necessity of vigilant monitoring and observation of production models.

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Large Language Models Machine Learning ML AI 147

AWS Machine Learning Blog

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name.

LLM 110

LLM Generative AI Prompt Engineer Prompt Engineering 110

Marktechpost

JUNE 8, 2024

Microsoft’s AI courses offer comprehensive coverage of AI and machine learning concepts for all skill levels, providing hands-on experience with tools like Azure Machine Learning and Dynamics 365 Commerce. It includes learning about recommendation lists and parameters.

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Artificial Intelligence Artificial Intelligence Machine Learning Prompt Engineer 122

ODSC - Open Data Science

MARCH 10, 2025

Over the past decade, data science has undergone a remarkable evolution, driven by rapid advancements in machine learning, artificial intelligence, and big data technologies. Sessions on CI/CD pipelines , model monitoring , and tools like Kubeflow and MLflow spiked in popularity.

Data Science 52

Data Science Neural Network Convolutional Neural Networks Large Language Models 52

AWS Machine Learning Blog

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. He helps support large enterprise customers at AWS and is part of the Machine Learning TFC.

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Generative AI ML AI AI 110

AWS Machine Learning Blog

JANUARY 30, 2025

By combining the advanced NLP capabilities of Amazon Bedrock with thoughtful prompt engineering, the team created a dynamic, data-driven, and equitable solution demonstrating the transformative potential of large language models (LLMs) in the social impact domain.

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Prompt Engineer Prompt Engineering Generative AI Software Development 98

ODSC - Open Data Science

MARCH 12, 2025

The Rise of AI Engineering andMLOps 20182019: Early discussions around MLOps and AI engineering were sparse, primarily focused on general machine learning best practices. 20232024: AI engineering became a hot topic, expanding beyond MLOps to include AI agents, autonomous systems, and scalable model deployment techniques.

Data Science 52

Data Science ETL Machine Learning AI Engineer 52

Unite.AI

NOVEMBER 25, 2024

As AI engineers, crafting clean, efficient, and maintainable code is critical, especially when building complex systems. For AI and large language model (LLM) engineers , design patterns help build robust, scalable, and maintainable systems that handle complex workflows efficiently. forms, REST API responses).

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Python LLM AI Engineer AI 147

AWS Machine Learning Blog

OCTOBER 31, 2024

This post shows how you can implement an AI-powered business assistant, such as a custom Google Chat app, using the power of Amazon Bedrock. Consider integrating Amazon Bedrock Guardrails to implement safeguards customized to your application requirements and responsible AI policies.

Generative AI 122

Generative AI AI AI Python 122

Unite.AI

JULY 11, 2023

What is Generative Artificial Intelligence, how it works, what its applications are, and how it differs from standard machine learning (ML) techniques. Covers Google tools for creating your own Generative AI apps. You’ll also learn about the Generative AI model types: unimodal or multimodal, in this course.

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Generative AI BERT Natural Language Processing Large Language Models 189

Heartbeat

OCTOBER 12, 2023

Large language models have been game-changers in artificial intelligence, but the world is much more than just text. These language models are breaking boundaries, venturing into a new era of AI — Multi-Modal Learning. However, the influence of large language models extends beyond text alone.

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Large Language Models Neural Network Convolutional Neural Networks Artificial Intelligence 59

AWS Machine Learning Blog

FEBRUARY 5, 2025

As large language models (LLMs) become increasingly integrated into customer-facing applications, organizations are exploring ways to leverage their natural language processing capabilities. Integrating with Amazon SageMaker JumpStart to utilize the latest large language models with managed solutions.

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LLM Chatbots Conversational AI Large Language Models 108

AWS Machine Learning Blog

JANUARY 29, 2025

However, even in a decentralized model, often LOBs must align with central governance controls and obtain approvals from the CCoE team for production deployment, adhering to global enterprise standards for areas such as access policies, model risk management, data privacy, and compliance posture, which can introduce governance complexities.

Generative AI 95

Generative AI AI AI Large Language Models 95

IBM Journey to AI blog

JULY 26, 2023

AI solutions work by collecting asset performance data and feeding it into machine learning models, which can predict asset health and risk of failure. Foundation models using geospatial data are also likely to make their mark in the coming year or so.

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ESG AI AI Generative AI 231

Unite.AI

MARCH 15, 2024

Exa.ai (formerly Metaphor.ai) Exa is an AI search engine that uses a Large Language Model (LLM). Enhanced Understanding: Even when queries are complex or phrased imperfectly, Gemini's advanced understanding ensures it delivers accurate and relevant responses.

AI 306

AI AI OpenAI Chatbots 306

John Snow Labs

JANUARY 21, 2025

NLP Logix, a leading artificial intelligence (AI) and machine learning (ML) consultancy has announced a strategic technology partnership with John Snow Labs, a premier provider of healthcare AI solutions. Together, were helping organizations transform how they operate the right way.

NLP 52

NLP Machine Learning Responsible AI Software Engineer 52