AWS Machine Learning Blog

JANUARY 29, 2025

Generative AI architecture components Before diving deeper into the common operating model patterns, this section provides a brief overview of a few components and AWS services used in the featured architectures. LLMs may hallucinate, which means a model can provide a confident but factually incorrect response.

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AWS Machine Learning Blog

FEBRUARY 20, 2025

The company is committed to ethical and responsible AI development with human oversight and transparency. Verisk is using generative AI to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

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NVIDIA

MAY 1, 2024

Backed by its powerful large language models (LLMs), users can query their notes and documents with ChatRTX, which can quickly generate relevant responses, while running locally on the user’s device. Users can also interact with image data thanks to support for Contrastive Language-Image Pre-training from OpenAI.

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Marktechpost

DECEMBER 12, 2023

Thanks to the success in increasing the data, model size, and computational capacity for auto-regressive language modeling, conversational AI agents have witnessed a remarkable leap in capability in the last few years. In comparison to the more powerful LLMs, this severely restricts their potential.

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Topbots

DECEMBER 5, 2023

Generated with DALL-E 3 In the rapidly evolving landscape of Natural Language Processing, 2023 emerged as a pivotal year, witnessing groundbreaking research in the realm of Large Language Models (LLMs). The code implementation of the original LLaMA-1 model is available here on GitHub.

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Marktechpost

AUGUST 3, 2024

Whisper-Medusa’s enhanced speed and efficiency make it a valuable asset when quick and accurate speech-to-text conversion is crucial. This is especially relevant in conversational AI applications, where real-time responses can greatly enhance user experience and productivity. Check out the Model and GitHub.

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Marktechpost

AUGUST 1, 2024

For instance, to use the gemma-2-2b-it model with transformers, one can install the necessary tools via pip and then implement the model using a simple Python script. This process ensures developers can quickly deploy the model for text generation, content creation, and conversational AI applications.

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AWS Machine Learning Blog

SEPTEMBER 28, 2023

For example: The state-of-the-art (SOTA) of models, architectures, and best practices are constantly changing. This means companies need loose coupling between app clients (model consumers) and model inference endpoints, which ensures easy switch among large language model (LLM), vision, or multi-modal endpoints if needed.

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AWS Machine Learning Blog

SEPTEMBER 12, 2024

Members are forced to learn and adapt to the system’s structure and terminology, rather than the system being designed to understand their natural language questions and provide relevant information seamlessly.

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AWS Machine Learning Blog

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

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AWS Machine Learning Blog

JUNE 25, 2024

Large language models (LLMs) enable remarkably human-like conversations, allowing builders to create novel applications. Guardrails for Amazon Bedrock Guardrails for Amazon Bedrock enables the implementation of guardrails across LLMs based on use cases and responsible AI policies.

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ODSC - Open Data Science

FEBRUARY 16, 2024

As you’ve likely already seen out in the wild, many businesses are interested in building question-answering tools, chatbots, conversational AI, recommender systems, and diving into customer service applications. Prompt engineering allows for building chatbots that engage in natural, engaging conversations.

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AWS Machine Learning Blog

JULY 31, 2024

As generative artificial intelligence (AI) applications become more prevalent, maintaining responsible AI principles becomes essential. Without proper safeguards, large language models (LLMs) can potentially generate harmful, biased, or inappropriate content, posing risks to individuals and organizations.

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Topbots

JULY 29, 2024

These courses are designed with a strong practical focus, ensuring that you gain real-world skills needed to build applications powered by large language models (LLMs). Most of these courses are available for free, making it easier than ever to dive into the world of generative AI. The best part?

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Snorkel AI

JUNE 7, 2023

They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

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Snorkel AI

JUNE 7, 2023

They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches. Panel – Adopting AI: With Power Comes Responsibility Harvard’s Vijay Janapa Reddi, JPMorgan Chase & Co.’s

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ODSC - Open Data Science

APRIL 21, 2023

Keynotes Infuse Generative AI in your apps using Azure OpenAI Service As you know, businesses are always looking for ways to improve efficiency and reduce risk, and one way they’re achieving this is through the integration of large language models.

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ODSC - Open Data Science

FEBRUARY 5, 2025

She provided a detailed breakdown of AI agent architecture, emphasizing components such as memory, knowledge bases, and tool integration. A key focus was on the paradigm shift from traditional conversational AI to agentic applications capable of orchestrating complex tasks autonomously.

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AI News

APRIL 25, 2024

Security vulnerabilities like embedded agents and prompt injection attacks also rank highly on his list of concerns, as well as the extreme energy consumption and climate impact of large language models. Pryon’s origins can be traced back to the earliest stirrings of modern AI over two decades ago.

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AWS Machine Learning Blog

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) applications powered by large language models (LLMs) are rapidly gaining traction for question answering use cases. FMEval is a comprehensive evaluation suite from Amazon SageMaker Clarify , providing standardized implementations of metrics to assess quality and responsibility.

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Topbots

DECEMBER 19, 2023

The NeurIPS 2023 conference, held in the vibrant city of New Orleans from December 10th to 16th, had a particular emphasis on generative AI and large language models (LLMs). One of the core themes of this year’s conference was the quest for more efficient AI systems.

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Topbots

JULY 7, 2023

Let’s observe the messages stored for our sample conversation: [system]: You are ChatGPT, a large language model trained by OpenAI, based on the GPT-3.5 Transparency and security are key in building trust and ensuring responsible AI usage. architecture.n Knowledge cutoff: 2021–09n Current date: 2023–04–07.

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AWS Machine Learning Blog

OCTOBER 8, 2024

Sonnet on Amazon Bedrock, we build a digital assistant that automates document processing, identity verifications, and engages customers through conversational interactions. Prompt injection attacks , where malicious inputs are crafted to manipulate the system’s behavior, are a serious concern in conversational AI systems.

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Marktechpost

JULY 15, 2023

Conversational AI refers to technology like a virtual agent or a chatbot that use large amounts of data and natural language processing to mimic human interactions and recognize speech and text. In recent years, the landscape of conversational AI has evolved drastically, especially with the launch of ChatGPT.

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ODSC - Open Data Science

MAY 11, 2023

The latest wave of innovation around large language models (LLMs), such as ChatGPT and GPT-4, is rapidly transforming the world of bot building. Copilot allows anyone to create topics in minutes, democratizing conversational AI, and broadening the potential audience further than ever before.

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Marktechpost

SEPTEMBER 18, 2024

Mistral AI recently announced the release of Mistral-Small-Instruct-2409 , a new open-source large language model (LLM) designed to address critical challenges in artificial intelligence research and application. This makes it well-suited for conversational AI, content creation, code generation, and other tasks.

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Unite.AI

MAY 1, 2024

Its small footprint allows it to be deployed locally on smartphones, tablets, and other edge devices, overcoming the latency and privacy concerns associated with cloud-based models. The DPO stage, on the other hand, focuses on steering the model away from unwanted behaviors by using rejected responses as negative examples.

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Flipboard

NOVEMBER 26, 2024

Hallucinations in large language models (LLMs) refer to the phenomenon where the LLM generates an output that is plausible but factually incorrect or made-up. His work has been focused on conversational AI, task-oriented dialogue systems, and LLM-based agents.

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AWS Machine Learning Blog

OCTOBER 21, 2024

Whether you are just starting to explore the world of conversational AI or looking to optimize your existing agent deployments, this comprehensive guide can provide valuable long-term insights and practical tips to help you achieve your goals. Amazon Bedrock features help you develop your responsible AI practices in a scalable manner.

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AWS Machine Learning Blog

OCTOBER 24, 2024

Agentic workflows are a fresh new perspective in building dynamic and complex business use- case based workflows with the help of large language models (LLM) as their reasoning engine or brain. The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers. . -

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AWS Machine Learning Blog

NOVEMBER 22, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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AWS Machine Learning Blog

OCTOBER 11, 2024

Agentic workflows are a fresh new perspective in building dynamic and complex business use case-based workflows with the help of large language models (LLMs) as their reasoning engine. His area of research is all things natural language (like NLP, NLU, and NLG).

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AWS Machine Learning Blog

NOVEMBER 22, 2024

In this post, we demonstrate the potential of large language model (LLM) debates using a supervised dataset with ground truth. His area of research is all things natural language (like NLP, NLU, and NLG). His work has been focused on conversational AI, task-oriented dialogue systems and LLM-based agents.

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ODSC - Open Data Science

JANUARY 11, 2024

The EU Unveils “The AI Act” — First AI-Focused Legislative Proposal by a Major Regulator At the start of 2023, the European Union unveiled a first-of-its-kind set of regulations aimed at artificial intelligence, which was named the AI Act.

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