Unite.AI

SEPTEMBER 19, 2024

In this evolving market, companies now have more options than ever for integrating large language models into their infrastructure. Whether you're leveraging OpenAI’s powerful GPT-4 or with Claude’s ethical design, the choice of LLM API could reshape the future of your business. translation, summarization)?

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LLM Automation Large Language Models OpenAI 246

Marktechpost

FEBRUARY 16, 2025

Adapting large language models for specialized domains remains challenging, especially in fields requiring spatial reasoning and structured problem-solving, even though they specialize in complex reasoning. By incorporating hierarchical assessment mechanisms, the framework significantly improves AI-driven design accuracy.

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LLM Large Language Models Prompt Engineering Prompt Engineer 94

Marktechpost

MARCH 11, 2025

Large language models (LLMs) have transformed artificial intelligence with their superior performance on various tasks, including natural language understanding and complex reasoning. Several methods have been proposed to boost LLM adaptation, yet each has essential drawbacks.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 51

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.

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LLM Chatbots Conversational AI Large Language Models 112

AWS Machine Learning Blog

MARCH 3, 2025

Recent advances in generative AI have led to the proliferation of new generation of conversational AI assistants powered by foundation models (FMs). These latency-sensitive applications enable real-time text and voice interactions, responding naturally to human conversations. We use Metas open source Llama 3.2-3B

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Marktechpost

FEBRUARY 1, 2025

Meanwhile, large language models (LLMs) such as GPT-4 add a new dimension by allowing agents to use conversation-like steps, sometimes called chain-of-thought reasoning, to interpret intricate instructions or ambiguous tasks. Yet, challenges remain.

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LLM Robotics Neural Network Large Language Models 104

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

Flipboard

AUGUST 24, 2023

Another big gun is entering the AI race. Korean internet giant Naver today announced the launch of HyperCLOVA X, its next-generation large language model (LLM) that delivers conversational AI experiences through a question-answering chatbot called CLOVA X.

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Large Language Models Generative AI Conversational AI Chatbots 123

Marktechpost

FEBRUARY 16, 2025

In large language models (LLMs), processing extended input sequences demands significant computational and memory resources, leading to slower inference and higher hardware costs. The framework enhances LLM capabilities by integrating hierarchical token pruning, KV cache offloading, and RoPE generalization.

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LLM AI Researcher AI Research Large Language Models 84

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. Continuous fine-tuning also enables models to integrate human feedback, address errors, and tailor to real-world applications.

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LLM AI AI Data Scientist 97

Marktechpost

JANUARY 22, 2024

Large Language Models (LLMs) are crucial to maximizing efficiency in natural language processing. These models, central to various applications ranging from language translation to conversational AI, face a critical challenge in the form of inference latency.

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Large Language Models Natural Language Processing Conversational AI Machine Learning 131

Marktechpost

MARCH 8, 2025

Meet Parlant: An LLM-first conversational AI framework designed to provide developers with the control and precision they need over their AI customer service agents, utilizing behavioral guidelines and runtime supervision. All credit for this research goes to the researchers of this project.

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Large Language Models Neural Network Categorization Machine Learning 51

Unite.AI

JANUARY 29, 2025

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. Did we over-invest in companies like OpenAI and NVIDIA?

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LLM Explainability AI AI 165

Analytics Vidhya

MAY 8, 2023

Large language models (LLM) such as GPT-4 have significantly progressed in natural language processing and generation. These models are capable of generating high-quality text with remarkable fluency and coherence. However, they often fail when tasked with complex operations or logical reasoning.

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ChatGPT Natural Language Processing Large Language Models LLM 288

Marktechpost

MARCH 2, 2024

Integrating Large Language Models (LLMs) in autonomous agents promises to revolutionize how we approach complex tasks, from conversational AI to code generation. Creating AgentOhana is a significant step in consolidating multi-turn LLM agent trajectory data. Check out the Paper.

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Large Language Models Artificial Intelligence Artificial Intelligence Conversational AI 136

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.

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LLM Neural Network Chatbots AI 246

Marktechpost

MARCH 1, 2024

Large language models (LLMs) stand out for their astonishing ability to mimic human language. These models, pivotal in advancements across machine translation, summarization, and conversational AI, thrive on vast datasets and equally enormous computational power.

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Large Language Models Machine Learning LLM Conversational AI 135

Marktechpost

FEBRUARY 15, 2025

Large language models (LLMs) have demonstrated exceptional problem-solving abilities, yet complex reasoning taskssuch as competition-level mathematics or intricate code generationremain challenging. 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

Marktechpost

MARCH 20, 2024

The development and refinement of large language models (LLMs) mark a significant step in the progress of machine learning. These sophisticated algorithms, designed to mimic human language, are at the heart of modern technological conveniences, powering everything from digital assistants to content creation tools.

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Neural Network Large Language Models Conversational AI Machine Learning 125

AssemblyAI

MAY 23, 2023

The widespread use of ChatGPT has led to millions embracing Conversational AI tools in their daily routines. ChatGPT is part of a group of AI systems called Large Language Models (LLMs) , which excel in various cognitive tasks involving natural language. months on average.

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Large Language Models Neural Network LLM Chatbots 130

NVIDIA

MARCH 13, 2024

Editor’s note: This post is part of our AI Decoded series , which aims to demystify AI by making the technology more accessible, while showcasing new hardware, software, tools and accelerations for RTX PC and workstation users. If AI is having its iPhone moment, then chatbots are one of its first popular apps.

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Large Language Models Chatbots LLM AI 133

Marktechpost

JULY 14, 2024

Large language models (LLMs) have shown exceptional capabilities in understanding and generating human language, making substantial contributions to applications such as conversational AI. Chatbots powered by LLMs can engage in naturalistic dialogues, providing a wide range of services.

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Natural Language Processing Large Language Models Chatbots LLM 119

Flipboard

JANUARY 23, 2025

Technologies like natural language understanding (NLU) are employed to discern customer intents, facilitating efficient self-service actions. 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

ODSC - Open Data Science

MAY 1, 2023

Large language models (LLMs) and generative AI have taken the world by storm, allowing AI to enter the mainstream and show that AI is real and here to stay. However, a new paradigm has entered the chat, as LLMs don’t follow the same rules and expectations of traditional machine learning models.

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Large Language Models Data Scientist NLP Data Science 97

Marktechpost

MARCH 19, 2024

Large language models (LLMs) have taken center stage in artificial intelligence, fueling advancements in many applications, from enhancing conversational AI to powering complex analytical tasks. These advances reflect a deeper understanding of the underlying causes of knowledge conflicts.

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Large Language Models Artificial Intelligence Artificial Intelligence Categorization 98

NVIDIA

JANUARY 16, 2025

Central to the orchestration of the microservices is NeMo Guardrails, part of the NVIDIA NeMo platform for curating, customizing and guardrailing AI. NeMo Guardrails helps developers integrate and manage AI guardrails in large language model (LLM) applications.

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AI AI Generative AI LLM 134

AWS Machine Learning Blog

JULY 25, 2024

However, the dynamic and conversational nature of these interactions makes traditional testing and evaluation methods challenging. Conversational AI agents also encompass multiple layers, from Retrieval Augmented Generation (RAG) to function-calling mechanisms that interact with external knowledge sources and tools.

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Conversational AI Machine Learning AI AI 135

AWS Machine Learning Blog

APRIL 24, 2024

Solution overview This solution introduces a conversational AI assistant tailored for IoT device management and operations when using Anthropic’s Claude v2.1 The AI assistant’s core functionality is governed by a comprehensive set of instructions, known as a system prompt , which delineates its capabilities and areas of expertise.

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Conversational AI LLM AI AI 138

Marktechpost

FEBRUARY 15, 2025

Large Language Models (LLMs) have advanced significantly in natural language processing, yet reasoning remains a persistent challenge. The introduction of multi-turn revision (CODEI/O++) further refines reasoning accuracy, demonstrating that iterative learning from execution feedback enhances model reliability.

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Large Language Models Natural Language Processing Conversational AI AI 96

IBM Journey to AI blog

OCTOBER 10, 2023

However, the promise of transforming customer and employee experiences with AI is too great to ignore while the pressure to implement these models has become unrelenting. Paving the way: Large language models The current focus of generative AI has centered on Large language models (LLMs).

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Generative AI Large Language Models LLM AI 248

Analytics Vidhya

MAY 11, 2023

On Wednesday, Google introduced PaLM 2, a family of foundational language models comparable to OpenAI’s GPT-4. 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.

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Conversational AI Chatbots OpenAI Large Language Models 319

Marktechpost

MARCH 1, 2024

The prowess of Large Language Models (LLMs) such as GPT and BERT has been a game-changer, propelling advancements in machine understanding and generation of human-like text. These models have mastered the intricacies of language, enabling them to tackle tasks with remarkable accuracy.

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Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 109

Marktechpost

FEBRUARY 15, 2025

Researchers evaluated anthropomorphic behaviors in AI systems using a multi-turn framework in which a User LLM interacted with a Target LLM across eight scenarios in four domains: friendship, life coaching, career development, and general planning. Interactions between 1,101 participants and Gemini 1.5

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AI Chatbots Chatbots Conversational AI LLM 86

AWS Machine Learning Blog

AUGUST 30, 2023

Powered by Amazon Lex , the QnABot on AWS solution is an open-source, multi-channel, multi-language conversational chatbot. Customers now want to apply the power of large language models (LLMs) to further improve the customer experience with generative AI capabilities.

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Large Language Models LLM Automation Generative AI 132

databricks

AUGUST 29, 2023

Check out our LLM Solution Accelerators for Retail for more details and to download the notebooks. While conversational AI has garnered a lot.

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Large Language Models Automation Conversational AI LLM 98

Marktechpost

JANUARY 8, 2024

In Large Language Models (LLMs), models like ChatGPT represent a significant shift towards more cost-efficient training and deployment methods, evolving considerably from traditional statistical language models to sophisticated neural network-based models.

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Large Language Models Natural Language Processing Neural Network Automation 117

Topbots

AUGUST 31, 2023

With the rush to adopt generative AI to stay competitive, many businesses are overlooking key risks associated with LLM-driven applications. Our analysis is informed by the OWASP Top 10 for LLM vulnerabilities list, which is published and constantly updated by the Open Web Application Security Project (OWASP).

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