Unite.AI

JUNE 14, 2023

However, a promising new technology, Generative AI (GenAI), is poised to revolutionize the field. This necessitates a paradigm shift in security approaches, and Generative AI holds a possible key to tackling these challenges. The modern LLMs are trained on millions of examples from big code repositories, (e.g.,

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LLM Generative AI Machine Learning Automation 275

Flipboard

FEBRUARY 10, 2025

AI agents are rapidly becoming the next frontier in enterprise transformation, with 82% of organizations planning adoption within the next 3 years. According to a Capgemini survey of 1,100 executives at large enterprises, 10% of organizations already use AI agents, and more than half plan to use them in the next year.

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LLM AI AI Python 158

AWS Machine Learning Blog

DECEMBER 9, 2024

With access to a wide range of generative AI foundation models (FM) and the ability to build and train their own machine learning (ML) models in Amazon SageMaker , users want a seamless and secure way to experiment with and select the models that deliver the most value for their business.

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ML Data Scientist Machine Learning Software Engineer 104

Marktechpost

FEBRUARY 16, 2025

Semiconductor layout design is a prime example, where AI tools must interpret geometric constraints and ensure precise component placement. Researchers are developing advanced AI architectures to enhance LLMs’ ability to process and apply domain-specific knowledge effectively. Researchers at IBM T.J.

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LLM Large Language Models Prompt Engineering Prompt Engineer 94

Flipboard

JANUARY 24, 2025

A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. If there are security risks that cant be clearly identified, then they cant be addressed, and that can halt the production deployment of the generative AI application.

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Unite.AI

OCTOBER 27, 2024

As artificial intelligence continues to reshape the tech landscape, JavaScript acts as a powerful platform for AI development, offering developers the unique ability to build and deploy AI systems directly in web browsers and Node.js has revolutionized the way developers interact with LLMs in JavaScript environments. TensorFlow.js

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Neural Network Machine Learning NLP Natural Language Processing 162

Marktechpost

NOVEMBER 6, 2024

This rapidly evolving threat landscape has heightened the need for innovative AI-driven solutions that are specifically tailored to address national security concerns. Meet Defense Llama , an ambitious collaborative project introduced by Scale AI and Meta. defense ecosystem with a powerful ally in the fight against emerging threats.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 94

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

AWS Machine Learning Blog

FEBRUARY 12, 2025

Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously. This post demonstrates how to use Medusa-1, the first version of the framework, to speed up an LLM by fine-tuning it on Amazon SageMaker AI and confirms the speed up with deployment and a simple load test.

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LLM ML Natural Language Processing Machine Learning 80

AWS Machine Learning Blog

FEBRUARY 27, 2025

In our previous blog posts, we explored various techniques such as fine-tuning large language models (LLMs), prompt engineering, and Retrieval Augmented Generation (RAG) using Amazon Bedrock to generate impressions from the findings section in radiology reports using generative AI. Part 1 focused on model fine-tuning.

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LLM Generative AI AI AI 83

Marktechpost

MARCH 1, 2025

Current memory systems for large language model (LLM) agents often struggle with rigidity and a lack of dynamic organization. In A-MEM, each interaction is recorded as a detailed note that includes not only the content and timestamp, but also keywords, tags, and contextual descriptions generated by the LLM itself.

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LLM Large Language Models Data Analysis AI Researcher 94

Marktechpost

DECEMBER 30, 2024

Medical artificial intelligence (AI) is full of promise but comes with its own set of challenges. A team of researchers from The Chinese University of Hong Kong and Shenzhen Research Institute of Big Data introduce HuatuoGPT-o1: a medical LLM designed to enhance reasoning capabilities in the healthcare domain. What Is HuatuoGPT-o1?

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LLM Large Language Models Big Data Artificial Intelligence 90

Unite.AI

JANUARY 24, 2025

Claudionor Coelho is the Chief AI Officer at Zscaler, responsible for leading his team to find new ways to protect data, devices, and users through state-of-the-art applied Machine Learning (ML), Deep Learning and Generative AI techniques. Previously, Coelho was a Vice President and Head of AI Labs at Palo Alto Networks.

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Deep Learning Generative AI AI AI 246

Marktechpost

MARCH 5, 2025

Researchers from Stanford University and the University of Wisconsin-Madison introduce LLM-Lasso, a framework that enhances Lasso regression by integrating domain-specific knowledge from LLMs. Unlike previous methods that rely solely on numerical data, LLM-Lasso utilizes a RAG pipeline to refine feature selection.

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Large Language Models LLM Machine Learning Prompt Engineering 79

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

MARCH 5, 2025

Enter Chronos , a cutting-edge family of time series models that uses the power of large language model ( LLM ) architectures to break through these hurdles. See quick setup for Amazon SageMaker AI for instructions about setting up a SageMaker domain. In addition, he builds and deploys AI/ML models on the AWS Cloud.

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LLM Machine Learning Natural Language Processing Computer Vision 114

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

Unite.AI

JULY 5, 2023

MosaicML is a generative AI company that provides AI deployment and scalability solutions. Their latest large language model (LLM) MPT-30B is making waves across the AI community. On the HumanEval dataset, the model surpasses purpose-built LLM models, such as the StarCoder series.

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LLM NLP Large Language Models Generative AI 264

Marktechpost

FEBRUARY 23, 2025

The ambition to accelerate scientific discovery through AI has been longstanding, with early efforts such as the Oak Ridge Applied AI Project dating back to 1979. Recent studies have addressed this gap by introducing benchmarks that evaluate AI agents on various software engineering and machine learning tasks.

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AI Researcher AI Research Software Engineer AI 93

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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LLM Chatbots Conversational AI Large Language Models 112

Marktechpost

JANUARY 1, 2025

In the ever-evolving landscape of artificial intelligence, the year 2025 has brought forth a treasure trove of educational resources for aspiring AI enthusiasts and professionals. AI agents, with their ability to perform complex tasks autonomously, are at the forefront of this revolution.

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Prompt Engineering Prompt Engineer Large Language Models LLM 102

Unite.AI

APRIL 25, 2024

Recent innovations include the integration and deployment of Large Language Models (LLMs), which have revolutionized various industries by unlocking new possibilities. More recently, LLM-based intelligent agents have shown remarkable capabilities, achieving human-like performance on a broad range of tasks. Let's dive in.

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LLM Large Language Models Software Development BERT 200

Marktechpost

FEBRUARY 23, 2025

In this tutorial, we will build an efficient Legal AI CHatbot using open-source tools. It provides a step-by-step guide to creating a chatbot using bigscience/T0pp LLM , Hugging Face Transformers, and PyTorch. Dont Forget to join our 80k+ ML SubReddit. signed a contract with Microsoft on June 15, 2023."

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AI Chatbots NLP Chatbots LLM 83

AI News

APRIL 9, 2024

Stability AI has introduced the latest additions to its Stable LM 2 language model series: a 12 billion parameter base model and an instruction-tuned variant. It follows the established framework of Stability AI’s previously released Stable LM 2 1.6B The post Stability AI unveils 12B parameter Stable LM 2 model and updated 1.6B

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Big Data AI AI LLM 338

AWS Machine Learning Blog

NOVEMBER 25, 2024

Today, we are excited to announce that John Snow Labs’ Medical LLM – Small and Medical LLM – Medium large language models (LLMs) are now available on Amazon SageMaker Jumpstart. Medical LLM in SageMaker JumpStart is available in two sizes: Medical LLM – Small and Medical LLM – Medium.

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LLM NLP Machine Learning ML 112

AWS Machine Learning Blog

DECEMBER 4, 2024

Businesses are under pressure to show return on investment (ROI) from AI use cases, whether predictive machine learning (ML) or generative AI. Only 54% of ML prototypes make it to production, and only 5% of generative AI use cases make it to production. Using SageMaker, you can build, train and deploy ML models.

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ML Machine Learning Generative AI AI 101

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

Unite.AI

FEBRUARY 6, 2025

AI and machine learning (ML) are reshaping industries and unlocking new opportunities at an incredible pace. There are countless routes to becoming an artificial intelligence (AI) expert, and each persons journey will be shaped by unique experiences, setbacks, and growth. The legal considerations of AI are a given.

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Artificial Intelligence Artificial Intelligence ML Responsible AI 165

Unite.AI

FEBRUARY 11, 2025

AI adoption is booming, yet the lack of comprehensive evaluation tools leaves teams guessing about model failures, leading to inefficiencies and prolonged iteration cycles. Future AGI is tackling this problem head-on with the launch of its AI lifecycle management platform, designed to help enterprises achieve 99% accuracy in AI applications.

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Auto-complete ML Engineer AI AI 147

Marktechpost

MARCH 8, 2025

To make LLMs more practical and scalable, it is necessary to develop methods that reduce the computational footprint while enhancing their reasoning capabilities. Previous approaches to improving LLM efficiency have relied on instruction fine-tuning, reinforcement learning, and model distillation. Check out the Paper and GitHub Page.

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LLM Large Language Models AI AI 62

Flipboard

NOVEMBER 15, 2024

By harnessing the capabilities of generative AI, you can automate the generation of comprehensive metadata descriptions for your data assets based on their documentation, enhancing discoverability, understanding, and the overall data governance within your AWS Cloud environment. Each table represents a single data store.

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Metadata Generative AI LLM AI 144

Flipboard

MARCH 4, 2025

In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

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Generative AI Prompt Engineering Prompt Engineer AI 156

Marktechpost

MARCH 6, 2025

Most existing LLMs prioritize languages with abundant training resources, such as English, French, and German, while widely spoken but underrepresented languages like Hindi, Bengali, and Urdu receive comparatively less attention. The research team implemented rigorous data-cleaning techniques using LLM-based quality classifiers.

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Large Language Models LLM NLP Data Quality 59

Unite.AI

MARCH 3, 2025

Before founding Imandra, he led the central risk trading desk at Deutsche Bank London, where he recognized the critical role AI can play in the financial sector. Can you explain what neurosymbolic AI is and how it differs from traditional AI approaches? The field of AI has (very roughly!)

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Automation Algorithm Explainability Large Language Models 165

AWS Machine Learning Blog

NOVEMBER 26, 2024

AWS AI chips, Trainium and Inferentia, enable you to build and deploy generative AI models at higher performance and lower cost. Datadog, an observability and security platform, provides real-time monitoring for cloud infrastructure and ML operations. Anjali Thatte is a Product Manager at Datadog.

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LLM ML Large Language Models Deep Learning 110

AI News

AUGUST 8, 2024

Amid the excitement over how AI will revolutionise healthcare, advertising, logistics, and everything else, one industry has flown under the radar: the legal profession. In fact, the business of law is a strong contender for achieving the highest return on investment (ROI) from using AI. This makes their AI more capable and valuable.

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AI AI Large Language Models Generative AI 343

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