AWS Machine Learning Blog

APRIL 2, 2025

The goal of this blog post is to show you how a large language model (LLM) can be used to perform tasks that require multi-step dynamic reasoning and execution. Rushabh Lokhande is a Senior Data & ML Engineer with AWS Professional Services Analytics Practice. Data Science Manager at AWS Professional Services.

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Marktechpost

MARCH 8, 2025

The landscape of generative AI and LLMs has experienced a remarkable leap forward with the launch of Mercury by the cutting-edge startup Inception Labs. Inceptions introduction of Mercury marks a pivotal moment for enterprise AI, unlocking previously impossible performance levels, accuracy, and cost-efficiency.

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Marktechpost

NOVEMBER 29, 2024

Generative AI (Gen AI) is transforming the landscape of artificial intelligence, opening up new opportunities for creativity, problem-solving, and automation. Despite its potential, several challenges arise for developers and businesses when implementing Gen AI solutions. Check out the GitHub Page.

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Marktechpost

MARCH 29, 2025

Large language models struggle to process and reason over lengthy, complex texts without losing essential context. Traditional models often suffer from context loss, inefficient handling of long-range dependencies, and difficulties aligning with human preferences, affecting the accuracy and efficiency of their responses.

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Unite.AI

JANUARY 22, 2025

MLOps is a set of practices designed to streamline the machine learning (ML) lifecyclehelping data scientists, IT teams, business stakeholders, and domain experts collaborate to build, deploy, and manage ML models consistently and reliably. With the rise of large language models (LLMs), however, new challenges have surfaced.

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Marktechpost

MARCH 22, 2025

While effective, GRPO has been criticized for embedding subtle optimization biases that affect the length and quality of model responses. In conclusion, the study reveals critical insights into how RL affects large language model behavior. All credit for this research goes to the researchers of this project.

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Marktechpost

FEBRUARY 8, 2025

The experiments also reveal that ternary, 2-bit and 3-bit quantization models achieve better accuracy-size trade-offs than 1-bit and 4-bit quantization, reinforcing the significance of sub-4-bit approaches. The findings of this study provide a strong foundation for optimizing low-bit quantization in large language models.

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Marktechpost

MARCH 29, 2025

Large language models (LLMs) have become vital across domains, enabling high-performance applications such as natural language generation, scientific research, and conversational agents. This challenge is amplified in scenarios requiring fast, multi-token generation, such as real-time AI assistants.

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Marktechpost

MARCH 1, 2025

Large Language Models (LLMs) have advanced significantly, but a key limitation remains their inability to process long-context sequences effectively. While models like GPT-4o and LLaMA3.1 Longer context windows are essential for AI applications such as multi-turn conversations, document analysis, and long-form reasoning.

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Analytics Vidhya

MARCH 7, 2024

Persistent Systems, a leader in Digital Engineering and Enterprise Modernization, has unveiled SASVA, an innovative AI platform poised to transform software engineering practices.

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Flipboard

APRIL 14, 2025

Apple has floundered in its efforts to bring a convincing AI product to the table so much so that it's become the subject of derision even among its own employees, The Information reports. More specifically, it's the AI and machine-learning group that's getting the lion's share of mockery.

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AWS Machine Learning Blog

NOVEMBER 19, 2024

This year, generative AI and machine learning (ML) will again be in focus, with exciting keynote announcements and a variety of sessions showcasing insights from AWS experts, customer stories, and hands-on experiences with AWS services. Fifth, we’ll showcase various generative AI use cases across industries.

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Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps.

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Unite.AI

FEBRUARY 6, 2025

TrueFoundry , a pioneering AI deployment and scaling platform, has successfully raised $19 million in Series A funding. The exponential rise of generative AI has brought new challenges for enterprises looking to deploy machine learning models at scale.

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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. Check out the Paper , GitHub Page , Model on HF and Project Page.

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Marktechpost

MARCH 5, 2025

Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

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Unite.AI

OCTOBER 29, 2024

In a strategic move to address the growing demands for advanced AI infrastructure, GMI Cloud , a Silicon Valley-based GPU cloud provider, has raised $82 million in Series A funding. Founded to democratize access to advanced AI infrastructure, GMI Cloud’s mission is to simplify AI deployment worldwide.

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Analytics Vidhya

FEBRUARY 23, 2024

The introduction of Large Language Models (LLMs) has brought in a significant paradigm shift in artificial intelligence (AI) and machine learning (ML) fields. With their remarkable advancements, LLMs can now generate content on diverse topics, address complex inquiries, and substantially enhance user satisfaction.

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Marktechpost

NOVEMBER 16, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

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Unite.AI

DECEMBER 19, 2024

OmniOps , a Saudi Arabia-based AI infrastructure technology provider founded in 2024 by entrepreneur Mohammed Altassan , has secured SAR 30 million (approximately $8 million) in funding from GMS Capital Ventures. This focus on compliance, data sovereignty, and local hosting makes OmniOps homegrown solutions particularly valuable.

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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 environments. LangChain.js TensorFlow.js TensorFlow.js environments. What distinguishes TensorFlow.js

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Marktechpost

NOVEMBER 30, 2024

Generative AI systems transform how humans interact with technology, offering groundbreaking natural language processing and content generation capabilities. One persistent challenge in deploying safety moderation models is their size and computational requirements. Don’t Forget to join our 55k+ ML SubReddit.

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AI News

SEPTEMBER 27, 2024

Ahead of AI & Big Data Expo Europe, AI News caught up with Ivo Everts, Senior Solutions Architect at Databricks , to discuss several key developments set to shape the future of open-source AI and data governance. ” In line with their commitment to open ecosystems, Databricks has also open-sourced Unity Catalog.

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Marktechpost

MARCH 27, 2025

However, existing computational models are typically highly specialized, limiting their effectiveness in addressing diverse therapeutic tasks and offering limited interactive reasoning capabilities required for scientific inquiry and analysis. Check out the Paper and Models on Hugging Face.

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Flipboard

MARCH 16, 2025

GUEST: AI has evolved at an astonishing pace. Back in 2017, my firm launched an AI Center of Excellence. AI was certainly getting better at predictive analytics and many machine learning (ML) algorithms were being used for voice recognition, spam detection, spell ch… Read More

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Flipboard

MARCH 21, 2025

Using generative AI for IT operations offers a transformative solution that helps automate incident detection, diagnosis, and remediation, enhancing operational efficiency. AI for IT operations (AIOps) is the application of AI and machine learning (ML) technologies to automate and enhance IT operations.

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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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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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Marktechpost

DECEMBER 27, 2024

This growing concern has prompted companies to explore AI as a viable solution for capturing, scaling, and leveraging expert knowledge. These challenges highlight the limitations of traditional methods and emphasize the necessity of tailored AI solutions. Dont Forget to join our 60k+ ML SubReddit.

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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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Marktechpost

MARCH 21, 2025

The rapid advancement of artificial intelligence (AI) has led to the development of complex models capable of understanding and generating human-like text. Additionally, serving the Llama 70B model on NVIDIA Hopper resulted in more than a twofold increase in throughput.

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Marktechpost

DECEMBER 2, 2024

The development of machine learning (ML) models for scientific applications has long been hindered by the lack of suitable datasets that capture the complexity and diversity of physical systems. This lack of comprehensive data makes it challenging to develop effective surrogate models for real-world scientific phenomena.

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Marktechpost

FEBRUARY 22, 2025

Large language models (LLMs) are limited by complex reasoning tasks that require multiple steps, domain-specific knowledge, or external tool integration. Traditional approaches to enhancing LLMs include few-shot prompting, chain-of-thought reasoning, and function-calling APIs that allow AI to interface with external tools.

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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 Weekly

DECEMBER 19, 2024

Join the AI conversation and transform your advertising strategy with AI weekly sponsorship aiweekly.co forbes.com Our Sponsor Metas open source AI enables small businesses, start-ups, students, researchers and more to download and build with our models at no cost. Open source AI models are available to all.

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AWS Machine Learning Blog

MARCH 25, 2025

Deploying models efficiently, reliably, and cost-effectively is a critical challenge for organizations of all sizes. Amazon SageMaker AI introduced inference component functionality that can help organizations reduce model deployment costs by optimizing resource utilization through intelligent model packing and scaling.

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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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