IBM Journey to AI blog

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. The license may restrict how the LLM can be used.

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Large Language Models LLM Explainability Chatbots 289

AI News

NOVEMBER 28, 2024

In recent times, AI lab researchers have experienced delays in and challenges to developing and releasing large language models (LLM) that are more powerful than OpenAI’s GPT-4 model. First, there is the cost of training large models, often running into tens of millions of dollars.

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Large Language Models Big Data OpenAI AI Modeling 327

Unite.AI

JANUARY 29, 2024

Large language models (LLMs) like GPT-4, Claude, and LLaMA have exploded in popularity. But how do we know if these models are actually any good? With new LLMs being announced constantly, all claiming to be bigger and better, how do we evaluate and compare their performance?

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Large Language Models LLM Automation NLP 283

Unite.AI

NOVEMBER 14, 2023

Transitioning from Low-Code to AI-Driven Development Low-code & No code tools simplified the programming process, automating the creation of basic coding blocks and liberating developers to focus on creative aspects of their projects. The post Will Large Language Models End Programming? appeared first on Unite.AI.

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Large Language Models Software Engineer Computer Scientist ChatGPT 329

AI News

DECEMBER 3, 2024

The programme includes the joint development of Managed Large Language Model Services with service partners, leveraging the company’s generative AI capabilities. Photo by Hannah Busing ) See also: Alibaba Marco-o1: Advancing LLM reasoning capabilities Want to learn more about AI and big data from industry leaders?

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Big Data Large Language Models AI AI 297

Unite.AI

SEPTEMBER 18, 2024

The field of artificial intelligence is evolving at a breathtaking pace, with large language models (LLMs) leading the charge in natural language processing and understanding. As we navigate this, a new generation of LLMs has emerged, each pushing the boundaries of what's possible in AI. Visit Claude 3 → 2.

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Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 299

Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. Large language models are intricate AI algorithms.

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Large Language Models LLM Auto-complete Automation 284

Flipboard

APRIL 1, 2025

To improve factual accuracy of large language model (LLM) responses, AWS announced Amazon Bedrock Automated Reasoning checks (in gated preview) at AWS re:Invent 2024. In this post, we discuss how to help prevent generative AI hallucinations using Amazon Bedrock Automated Reasoning checks.

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Automation Generative AI AI AI 165

Unite.AI

MARCH 26, 2025

Recent advances in large language models (LLMs) are now changing this. The integration of LLMs is beginning to redefine what embodied AI can achieve, making robots more capable of learning and adapting. This evolution of LLMs is enabling engineers to evolve embodied AI beyond performing some repetitive tasks.

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Robotics Large Language Models LLM Natural Language Processing 194

AI News

APRIL 2, 2025

A new study from the AI Disclosures Project has raised questions about the data OpenAI uses to train its large language models (LLMs). The research indicates the GPT-4o model from OpenAI demonstrates a “strong recognition” of paywalled and copyrighted data from O’Reilly Media books.

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OpenAI AI Modeling Big Data Large Language Models 298

Unite.AI

MARCH 15, 2025

For thinking, Manus relies on large language models (LLMs), and for action, it integrates LLMs with traditional automation tools. In this approach, it employs LLMs, including Anthropics Claude 3.5 Sonnet and Alibabas Qwen , to interpret natural language prompts and generate actionable plans.

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Large Language Models AI AI Automation 320

AI News

APRIL 1, 2025

Companies must validate and secure the underlying large language models (LLMs) to prevent malicious actors from exploiting these technologies. Enhanced observability and monitoring of model behaviours, along with a focus on data lineage can help identify when LLMs have been compromised.

DevOps 243

DevOps LLM Big Data Large Language Models 243

Analytics Vidhya

SEPTEMBER 20, 2024

Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

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LLM Large Language Models Chatbots Automation 270

Analytics Vidhya

FEBRUARY 11, 2025

Large Language Model agents are powerful tools for automating tasks like search, content generation, and quality review. Multi-agent workflows allow you to split these tasks among different […] The post Multi-Agent LLM Workflow with LlamaIndex for Research & Writing appeared first on Analytics Vidhya.

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LLM Large Language Models Automation Generative AI 140

Analytics Vidhya

JANUARY 24, 2024

Introduction Welcome to the world of Large Language Models (LLM). However, in 2018, the “Universal Language Model Fine-tuning for Text Classification” paper changed the entire landscape of Natural Language Processing (NLP).

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Automation Natural Language Processing Large Language Models Deep Learning 336

Analytics Vidhya

JUNE 25, 2024

Researchers and innovators are creating a wide range of tools and technology to support the creation of LLM-powered applications. With the aid of AI and NLP innovations like LangChain and […] The post Automating Web Search Using LangChain and Google Search APIs appeared first on Analytics Vidhya.

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Automation NLP Artificial Intelligence Artificial Intelligence 331

AWS Machine Learning Blog

JANUARY 7, 2025

Large language models (LLMs) have demonstrated promising capabilities in machine translation (MT) tasks. Depending on the use case, they are able to compete with neural translation models such as Amazon Translate. One of LLMs most fascinating strengths is their inherent ability to understand context.

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Large Language Models Prompt Engineer Prompt Engineering Metadata 102

Unite.AI

SEPTEMBER 19, 2024

Their solution is to integrate large language models (LLMs) like ChatGPT into autonomous driving systems.' The Power of Natural Language in AVs LLMs represent a leap forward in AI's ability to understand and generate human-like text. The results were promising. One key issue is processing time.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 326

AI News

MARCH 19, 2025

It employs disaggregated serving, a technique that separates the processing and generation phases of large language models (LLMs) onto distinct GPUs. “To enable a future of custom reasoning AI, NVIDIA Dynamo helps serve these models at scale, driving cost savings and efficiencies across AI factories.”

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Marktechpost

DECEMBER 27, 2024

Existing approaches to these challenges include generalized AI models and basic automation tools. Researchers from Meta, AITOMATIC, and other collaborators under the Foundation Models workgroup of the AI Alliance have introduced SemiKong. Trending: LG AI Research Releases EXAONE 3.5:

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LLM Large Language Models AI Tools Automation 120

AI News

JANUARY 10, 2025

Think of the large language model as your basic recipe and the hyperparameters as the spices you use to give your application its unique “flavour.” ” In this article, we’ll go through some basic hyperparameters and model tuning in general. LLM fine-tuning helps LLMs specialise.

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AI Modeling AI AI Large Language Models 288

Unite.AI

OCTOBER 23, 2024

The rapid development of Large Language Models (LLMs) has brought about significant advancements in artificial intelligence (AI). From automating content creation to providing support in healthcare, law, and finance, LLMs are reshaping industries with their capacity to understand and generate human-like text.

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LLM Large Language Models AI AI 312

Unite.AI

JANUARY 2, 2025

Today, there are dozens of publicly available large language models (LLMs), such as GPT-3, GPT-4, LaMDA, or Bard, and the number is constantly growing as new models are released. LLMs have revolutionized artificial intelligence, completely altering how we interact with technology across various industries.

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LLM ChatGPT Large Language Models Artificial Intelligence 231

AI News

JANUARY 20, 2025

Derivative works, such as using DeepSeek-R1 to train other large language models (LLMs), are permitted. However, users of specific distilled models should ensure compliance with the licences of the original base models, such as Apache 2.0 and Llama3 licences.

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OpenAI Large Language Models Big Data Explainability 330

Snorkel AI

JANUARY 22, 2025

The neural network architecture of large language models makes them black boxes. Neither data scientists nor developers can tell you how any individual model weight impacts its output; they often cant reliably predict how small changes in the input will change the output. They use a process called LLM alignment.

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Large Language Models LLM Data Scientist Neural Network 59

Unite.AI

OCTOBER 30, 2024

We started from a blank slate and built the first native large language model (LLM) customer experience intelligence and service automation platform. ” Another could be the automated scoring of quality scorecards to evaluate agent performance. The extent of automation varies by vertical.

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Automation AI AI Generative AI 261

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.

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LLM Automation Large Language Models OpenAI 246

Analytics Vidhya

MAY 8, 2024

DrEureka is automating sim-to-real design in robotics. This approach is considered promising for acquiring robot skills at scale, as it allows for developing […] The post Simulation to Reality: Robots Now Train Themselves with the Power of LLM (DrEureka) appeared first on Analytics Vidhya.

Robotics 319

Robotics LLM Automation Large Language Models 319

Analytics Vidhya

JULY 15, 2024

Introduction LLMs (large language models) are becoming increasingly relevant in various businesses and organizations. Integrating with various tools allows us to build LLM applications that can automate tasks, provide […] The post What are Langchain Document Loaders?

Large Language Models 286

Large Language Models LLM Automation Deep Learning 286

AI News

JANUARY 15, 2025

As you look to secure a LLM, the important thing to note is the model changes. And when we talk about model change, it’s not like it’s a revision this week maybe [developers are] using Anthropic, next week they may be using Gemini. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

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Big Data AI AI LLM 306

AWS Machine Learning Blog

MARCH 20, 2025

Today, were excited to announce the general availability of Amazon Bedrock Data Automation , a powerful, fully managed feature within Amazon Bedrock that automate the generation of useful insights from unstructured multimodal content such as documents, images, audio, and video for your AI-powered applications.

Automation 108

Automation IDP Generative AI Prompt Engineer 108

John Snow Labs

APRIL 2, 2025

The update enables domain experts, such as doctors or lawyers, to evaluate and improve custom-built large language models (LLMs) with precision and transparency. New capabilities include no-code features to streamline the process of auditing and tuning AI models.

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LLM Generative AI Large Language Models Data Scientist 89

Flipboard

MARCH 31, 2025

Agentic design An AI agent is an autonomous, intelligent system that uses large language models (LLMs) and other AI capabilities to perform complex tasks with minimal human oversight. CrewAIs agents are not only automating routine tasks, but also creating new roles that require advanced skills.

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LLM Automation Generative AI AI Automation 177

Unite.AI

JULY 8, 2024

Meta's latest achievement, the Large Language Model (LLM) Compiler , is a significant advancement in this field. This article explores Meta's groundbreaking development, discussing current challenges in code optimization and AI capabilities, and how the LLM Compiler aims to address these issues.

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LLM Large Language Models Software Development Software Engineer 196

Unite.AI

FEBRUARY 6, 2025

Our platform integrates seamlessly across clouds, models, and frameworks, ensuring no vendor lock-in while future-proofing deployments for evolving AI patterns like RAGs and Agents. Security and Compliance SOC 2, HIPAA, and GDPR-certified platform with role-based access control, audit trails, and SSO integration.

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DevOps Machine Learning Large Language Models Automation 176

Unite.AI

DECEMBER 8, 2023

The integration and application of large language models (LLMs) in medicine and healthcare has been a topic of significant interest and development. Google's Med-PaLM 2, a pioneering LLM in the healthcare domain, has demonstrated impressive capabilities, notably achieving an “expert” level in U.S.

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Large Language Models LLM Data Scientist Continuous Learning 184

Unite.AI

MARCH 23, 2025

Automatic translation into over 100 languages for global reach. Enterprise-grade security and scalable infrastructure for large organizations. Automating customer interactions reduces the need for extensive human resources. Reliance on third-party LLM providers could impact operational costs and scalability.

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AI Chatbots Chatbots AI AI 266