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.

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Conversational AI Deep Learning AI AI 71

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 162

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. LLM-Based Reasoning (GPT-4 Chain-of-Thought) A recent development in AI reasoning leverages LLMs. Yet, challenges remain. Dont Forget to join our 75k+ ML SubReddit.

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LLM Robotics Neural Network Large Language Models 101

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 87

Flipboard

JANUARY 23, 2025

With Amazon Lex bots, businesses can use conversational AI to integrate these capabilities into their call centers. These AI technologies have significantly reduced agent handle times, increased Net Promoter Scores (NPS), and streamlined self-service tasks, such as appointment scheduling.

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LLM Generative AI Robotics Conversational AI 149

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 123

AWS Machine Learning Blog

APRIL 24, 2024

An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user. Agents for Amazon Bedrock automatically stores information using a stateful session to maintain the same conversation.

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Conversational AI LLM AI AI 125

Flipboard

JANUARY 22, 2025

With this new feature, when an agent node requires clarification or additional context from the user before it can continue, it can intelligently pause the flows execution and request user-specific information. For general travel inquiries, users receive instant responses powered by an LLM.

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Generative AI ML Automation Explainability 171

Unite.AI

FEBRUARY 6, 2025

At the forefront of this progress are large language models (LLMs) known for their ability to understand and generate human language. While LLMs perform well at tasks like conversational AI and content creation, they often struggle with complex real-world challenges requiring structured reasoning and planning.

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Large Language Models LLM Algorithm Artificial Intelligence 136

Marktechpost

FEBRUARY 16, 2025

KV cache eviction strategies have been introduced to remove older tokens selectively, but they risk permanently discarding important contextual information. The framework enhances LLM capabilities by integrating hierarchical token pruning, KV cache offloading, and RoPE generalization. Also, decoding throughput is increased by 3.2

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LLM AI Research AI Researcher Large Language Models 82

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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LLM AI AI Data Scientist 77

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. See notice regarding software product information.

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AI AI Generative AI LLM 135

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 52

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 84

AssemblyAI

MAY 3, 2023

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives.

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Large Language Models Neural Network LLM ChatGPT 363

Unite.AI

NOVEMBER 29, 2024

What were some of the most exciting projects you worked on during your time at Google, and how did those experiences shape your approach to AI? I was on the team that built Google Duplex, a conversational AI system that called restaurants and other businesses on the user’s behalf.

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Large Language Models LLM Automation AI 144

IBM Journey to AI blog

OCTOBER 10, 2023

Conversational search is seamlessly integrated into our augmented conversation builder , to enable customers and employees to automate answers and actions. Conversational Search expands the range of user queries handled by your AI Assistant, so you can spend less time training and more time delivering knowledge to those who need.

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Generative AI Large Language Models LLM AI 248

AWS Machine Learning Blog

FEBRUARY 20, 2025

Verisk is using generative AI to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles. Verisks Premium Audit Advisory Service (PAAS) is the leading source of technical information and training for premium auditors and underwriters.

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Generative AI LLM Auto-classification Categorization 101

AWS Machine Learning Blog

DECEMBER 5, 2024

Automated Reasoning checks help prevent factual errors from hallucinations using sound mathematical, logic-based algorithmic verification and reasoning processes to verify the information generated by a model, so outputs align with provided facts and arent based on hallucinated or inconsistent data.

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Responsible AI AI Tools AI AI 100

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

Marktechpost

MARCH 11, 2025

Long videos also make the process difficult, with high computational expenses and requiring techniques like frame skipping, which loses valuable information and reduces accuracy. The model improves video representations with a bidirectional spatiotemporal scanning mechanism while mitigating the burden of temporal reasoning from the LLM.

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LLM Conversational AI AI AI 46

Unite.AI

MARCH 19, 2025

LeadLinker analyzes lead behavior, tracks engagement, and suggests tailored strategies to boost conversion rates. It seamlessly integrates with your HubSpot CRM, keeping your sales team informed and focused on the most promising opportunities.” Otherwise, Relevance AI would just be another LLM!

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Auto-complete Automation AI AI 130

AssemblyAI

AUGUST 3, 2023

Today, ChatGPT and other LLMs can perform cognitive tasks involving natural language that were unimaginable a few years ago. The exploding popularity of conversational AI tools has also raised serious concerns about AI safety. But how do we interpret the effect of RLHF fine-tuning over the original base LLM?

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LLM ChatGPT Chatbots OpenAI 238

Marktechpost

MARCH 12, 2025

Expanded Context Window: With a context window of 128,000 tokens (and 32,000 tokens for the 1B model), Gemma 3 is well suited for tasks that require processing large amounts of information, such as summarizing lengthy documents or managing extended conversations. All credit for this research goes to the researchers of this project.

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AI AI Artificial Intelligence Artificial Intelligence 84

Unite.AI

JULY 22, 2024

His latest venture, OpenFi , equips large companies with conversational AI on WhatsApp to onboard and nurture customer relationships. Can you explain why you believe the term “chatbot” is inadequate for describing modern conversational AI tools like OpenFi? We refer to our conversational AI as Superhuman.

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Conversational AI Chatbots NLP Natural Language Processing 130

Marktechpost

OCTOBER 1, 2024

For example, languages with intricate grammatical structures or larger character sets, such as Japanese or Russian, require significantly more tokens to encode the same amount of information as English. Researchers have explored various methods to optimize LLM inference efficiency to overcome these challenges.

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LLM Natural Language Processing AI AI 107

AWS Machine Learning Blog

OCTOBER 31, 2024

This solution showcases how to bridge the gap between Google Workspace and AWS services, offering a practical approach to enhancing employee efficiency through conversational AI. Finally, the AI-generated response appears in the user’s Google Chat interface, providing the answer to their question. Otherwise, choose MANAGE.

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Generative AI AI AI Python 116

AWS Machine Learning Blog

SEPTEMBER 15, 2023

Large language model (LLM) agents are programs that extend the capabilities of standalone LLMs with 1) access to external tools (APIs, functions, webhooks, plugins, and so on), and 2) the ability to plan and execute tasks in a self-directed fashion. We conclude the post with items to consider before deploying LLM agents to production.

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LLM Prompt Engineer Prompt Engineering Large Language Models 119

Marktechpost

FEBRUARY 15, 2025

The training process incorporates co-training and co-distillation, ensuring that the int2 representation retains critical information typically lost in conventional quantization. This provides a flexible, high-performance option for low-bit quantization in efficient LLM inference.

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Deep Learning Conversational AI LLM ML 96

Marktechpost

FEBRUARY 6, 2025

While recent “slow thinking” methods like chain-of-thought prompting break problems into smaller steps, they remain constrained by static initial knowledge and cannot dynamically integrate new information during reasoning. Current approaches to enhancing LLM reasoning fall into two categories. Coder-7B-Instruct, Qwen2.5-Coder-14B-Instruct)

LLM 84

LLM Large Language Models Algorithm Artificial Intelligence 84

AWS Machine Learning Blog

MARCH 10, 2025

Because each agent only accesses the data required for its role, this approach minimizes exposure of sensitive information while reinforcing security and governance. This allows businesses to scale their AI-driven workflows without the need for manual intervention in coordinating agents.

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Automation Generative AI Machine Learning Large Language Models 109

Topbots

JULY 24, 2023

The strategies presented in this article, are primarily relevant for developers building large language model (LLM) applications. Whether you’re engaging in AI-based conversations using ChatGPT or similar models like Claude or Bard, these guidelines will help enhance your overall experience with conversational AI.

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Prompt Engineering Prompt Engineer LLM ChatGPT 98

Unite.AI

MARCH 28, 2025

AI agents for business automation are software programs powered by artificial intelligence that can autonomously perform tasks, make decisions, and interact with systems or people to streamline operations. Key features: No-code visual dialog builder: Easy to design conversations and workflows. to power natural language understanding.

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Automation Chatbots AI AI 157

Topbots

OCTOBER 10, 2023

Source: rawpixel.com Conversational AI is an application of LLMs that has triggered a lot of buzz and attention due to its scalability across many industries and use cases. While conversational systems have existed for decades, LLMs have brought the quality push that was needed for their large-scale adoption.

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Large Language Models Conversational AI UX Design Chatbots 59

Chatbots Life

MARCH 16, 2023

ChatGPT, Bard, and other AI showcases: how Conversational AI platforms have adopted new technologies. On November 30, 2022, OpenAI , a San Francisco-based AI research and deployment firm, introduced ChatGPT as a research preview. How GPT-3 technology can help Conversational AI platforms?

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Conversational AI ChatGPT Chatbots OpenAI 72

Unite.AI

NOVEMBER 30, 2023

Founded in 2016, Satisfi Labs is a leading conversational AI company. Early success came from its work with the New York Mets, Macy’s, and the US Open, enabling easy access to information often unavailable on websites. Satisfi Labs recently launched a patent for a Context LLM Response System , what is this specifically?

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Large Language Models LLM NLP Conversational AI 144

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. Harmful outputs : Even without malicious inputs, LLMs can still produce output that is harmful to both end-users and businesses. Have continuous LLM monitoring and evaluation in place.

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Large Language Models LLM Chatbots Natural Language Processing 80