AWS Machine Learning Blog

FEBRUARY 21, 2025

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. You can use supervised fine-tuning (SFT) and instruction tuning to train the LLM to perform better on specific tasks using human-annotated datasets and instructions.

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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. We will provide a brief introduction to guardrails and the Nemo Guardrails framework for managing LLM interactions. What is Nemo Guardrails?

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Marktechpost

FEBRUARY 5, 2025

OpenAIs Deep Research AI Agent offers a powerful research assistant at a premium price of $200 per month. Here are four fully open-source AI research agents that can rival OpenAI’s offering: 1. It utilizes multiple search engines, content extraction tools, and LLM APIs to provide detailed insights.

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OpenAI LLM AI Researcher AI Research 129

AWS Machine Learning Blog

FEBRUARY 12, 2025

The evaluation of large language model (LLM) performance, particularly in response to a variety of prompts, is crucial for organizations aiming to harness the full potential of this rapidly evolving technology. Both features use the LLM-as-a-judge technique behind the scenes but evaluate different things.

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LLM Generative AI Automation Machine Learning 104

Unite.AI

JANUARY 29, 2025

That analogy sums up todays enterprise AI landscape. Instead of solely focusing on whos building the most advanced models, businesses need to start investing in robust, flexible, and secure infrastructure that enables them to work effectively with any AI model, adapt to technological advancements, and safeguard their data.

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LLM Explainability AI AI 165

Unite.AI

DECEMBER 13, 2024

Artificial intelligence (AI) fundamentally transforms how we live, work, and communicate. Large language models (LLMs) , such as GPT-4 , BERT , Llama , etc., have introduced remarkable advancements in conversational AI , delivering rapid and human-like responses. Persistent memory is more than a technological enhancement.

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LLM Neural Network Chatbots AI 246

Marktechpost

FEBRUARY 1, 2025

Agentic AI gains much value from the capacity to reason about complex environments and make informed decisions with minimal human input. Agentic AI aims to replicate, and sometimes exceed, this adaptive capability by weaving together multiple computational strategies under a unified framework. Yet, challenges remain.

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LLM Robotics Neural Network Large Language Models 104

NVIDIA

JANUARY 16, 2025

AI agents are poised to transform productivity for the worlds billion knowledge workers with knowledge robots that can accomplish a variety of tasks. To develop AI agents, enterprises need to address critical concerns like trust, safety, security and compliance. In customer service, its helping resolve customer issues up to 40% faster.

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AWS Machine Learning Blog

JULY 25, 2024

As conversational artificial intelligence (AI) agents gain traction across industries, providing reliability and consistency is crucial for delivering seamless and trustworthy user experiences. However, the dynamic and conversational nature of these interactions makes traditional testing and evaluation methods challenging.

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AWS Machine Learning Blog

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests.

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Marktechpost

FEBRUARY 16, 2025

The framework enhances LLM capabilities by integrating hierarchical token pruning, KV cache offloading, and RoPE generalization. The method is scalable, hardware-efficient, and applicable to various AI applications requiring long-memory retention. Also,feel free to follow us on Twitter and dont forget to join our 75k+ ML SubReddit.

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LLM AI Researcher AI Research Large Language Models 84

Marktechpost

FEBRUARY 15, 2025

AI chatbots create the illusion of having emotions, morals, or consciousness by generating natural conversations that seem human-like. Many users engage with AI for chat and companionship, reinforcing the false belief that it truly understands. Others even let AI impact their choices in detrimental manners.

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AI Chatbots Chatbots Conversational AI LLM 86

Flipboard

JANUARY 23, 2025

The rise of AI has opened new avenues for enhancing customer experiences across multiple channels. With Amazon Lex bots, businesses can use conversational AI to integrate these capabilities into their call centers. With Amazon Lex bots, businesses can use conversational AI to integrate these capabilities into their call centers.

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LLM Generative AI Robotics Conversational AI 149

O'Reilly Media

JANUARY 21, 2025

TL;DR: Enterprise AI teams are discovering that purely agentic approaches (dynamically chaining LLM calls) dont deliver the reliability needed for production systems. A shift toward structured automation, which separates conversational ability from business logic execution, is needed for enterprise-grade reliability.

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Conversational AI LLM Software Engineer Automation 92

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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AWS Machine Learning Blog

DECEMBER 5, 2024

As generative AI continues to drive innovation across industries and our daily lives, the need for responsible AI has become increasingly important. At AWS, we believe the long-term success of AI depends on the ability to inspire trust among users, customers, and society.

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Responsible AI AI Tools AI AI 110

AI News

OCTOBER 7, 2024

A new study by researchers at King’s Business School and Wazoku has revealed that AI is transforming global problem-solving. The report found that nearly half (46%) of Wazoku’s 700,000-strong network of problem solvers had utilised generative AI (GenAI) to work on innovative ideas over the past year.

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Marktechpost

FEBRUARY 15, 2025

In this paper researchers introduced a new framework, ReasonFlux that addresses these limitations by reimagining how LLMs plan and execute reasoning steps using hierarchical, template-guided strategies. Recent approaches to enhance LLM reasoning fall into two categories: deliberate search and reward-guided methods.

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LLM Large Language Models Metadata Conversational AI 54

Analytics Vidhya

MAY 11, 2023

At its Google I/O event in Mountain View, California, Google revealed that it already uses it to power 25 products, including its Bard conversational AI assistant. On Wednesday, Google introduced PaLM 2, a family of foundational language models comparable to OpenAI’s GPT-4.

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Conversational AI Chatbots OpenAI Large Language Models 319

Unite.AI

FEBRUARY 6, 2025

In recent years, artificial intelligence (AI) has emerged as a practical tool for driving innovation across industries. At the forefront of this progress are large language models (LLMs) known for their ability to understand and generate human language. Mind Evolution applies this principle to LLMs.

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Large Language Models LLM Algorithm Artificial Intelligence 138

Marktechpost

MARCH 11, 2025

Several prior studies have investigated planning and self-correction mechanisms in RL for LLMs. Inspired by the Thinker algorithm, which enables agents to explore alternatives before taking action, some approaches enhance LLM reasoning by allowing multiple attempts rather than learning a world model. Check out the Paper.

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LLM Conversational AI Python Algorithm 51

IBM Journey to AI blog

OCTOBER 10, 2023

Generative AI has taken the business world by storm. Organizations around the world are trying to understand the best way to harness these exciting new developments in AI while balancing the inherent risks of using these models in an enterprise context at scale.

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Generative AI Large Language Models LLM AI 248

Marktechpost

FEBRUARY 15, 2025

A more structured approach is needed to expose LLMs to fundamental reasoning patterns while preserving logical rigor. DeepSeek AI Research presents CODEI/O , an approach that converts code-based reasoning into natural language. Also,feel free to follow us on Twitter and dont forget to join our 75k+ ML SubReddit.

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Large Language Models Natural Language Processing Conversational AI AI 96

Marktechpost

MARCH 12, 2025

Google AI Releases Gemma 3: A Collection of Open Models Google DeepMind has introduced Gemma 3a family of open models designed to address these challenges. This range allows users to select the model that best fits their hardware and specific application needs, making it easier for a wider community to incorporate AI into their projects.

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AI AI Artificial Intelligence Artificial Intelligence 75

Marktechpost

FEBRUARY 8, 2025

Logical reasoning remains a crucial area where AI systems struggle despite advances in processing language and knowledge. Understanding logical reasoning in AI is essential for improving automated systems in areas like planning, decision-making, and problem-solving.

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LLM Automation AI AI 54

Chatbots Life

AUGUST 23, 2024

Large Language Models have emerged as the central component of modern chatbots and conversational AI in the fast-paced world of technology. Just imagine conversing with a machine that is as intelligent as a human. Conversational AI chatbots have been completely transformed by the advances made by LLMs in language production.

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Conversational AI Chatbots Large Language Models LLM 72

AWS Machine Learning Blog

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more.

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Generative AI AI AI Python 125

Marktechpost

MAY 20, 2024

Artificial intelligence (AI) has revolutionized various fields by introducing advanced models for natural language processing (NLP). The evolution of NLP models has driven these advancements, continually pushing the boundaries of what AI can achieve in understanding and generating human language. compared to Llama-3’s 41.1.

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Conversational AI NLP Natural Language Processing AI 109

IBM Journey to AI blog

SEPTEMBER 19, 2023

Using generative artificial intelligence (AI) solutions to produce computer code helps streamline the software development process and makes it easier for developers of all skill levels to write code. The user enters a text prompt describing what the code should do, and the generative AI code development tool automatically creates the code.

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Marktechpost

MARCH 11, 2025

Understanding videos with AI requires handling sequences of images efficiently. A major challenge in current video-based AI models is their inability to process videos as a continuous flow, missing important motion details and disrupting continuity. million samples, including text, image-text, and video-text data.

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LLM Conversational AI AI AI 48

Analytics Vidhya

APRIL 15, 2023

A fully autonomous AI agent called AgentGPT is gaining popularity in the field of generative AI models. Based on AutoGPT initiatives like ChaosGPT, this tool enables users to specify a name and an objective for the AI to accomplish by breaking it down into smaller tasks. appeared first on Analytics Vidhya.

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AssemblyAI

MAY 3, 2023

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests.

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Marktechpost

MARCH 11, 2025

This structured reasoning approach is increasingly vital as AI systems solve intricate problems across various domains. A fundamental challenge in developing such models lies in training large language models (LLMs) to execute logical reasoning without incurring significant computational overhead. Check out the Paper.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 48

Marktechpost

MARCH 11, 2025

OlympicCoder offers valuable insights for both researchers and practitioners, paving the way for future innovations in AI-driven problem solving while maintaining a balanced and rigorous approach to model development. Check out the 7B Model and 32B Model on Hugging Face, and Technical details.

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AI Modeling Artificial Intelligence Artificial Intelligence Conversational AI 76

Analytics Vidhya

DECEMBER 12, 2023

In the world of Large Language Models (LLMs), Hugging Face stands out as a go-to platform. This article explores the top 10 LLM models […] The post Top 10 Large Language Models on Hugging Face appeared first on Analytics Vidhya.

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Large Language Models Natural Language Processing LLM Conversational AI 305

Flipboard

JANUARY 22, 2025

Amazon Bedrock Flows offers an intuitive visual builder and a set of APIs to seamlessly link foundation models (FMs), Amazon Bedrock features, and AWS services to build and automate user-defined generative AI workflows at scale. Amazon Bedrock Agents offers a fully managed solution for creating, deploying, and scaling AI agents on AWS.

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Marktechpost

OCTOBER 1, 2024

As a result, LLMs tend to exhibit slower response times and higher computational costs when processing such languages, making it difficult to maintain consistent performance across language pairs. Researchers have explored various methods to optimize LLM inference efficiency to overcome these challenges.

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LLM Natural Language Processing AI AI 109