AWS Machine Learning Blog

APRIL 8, 2025

With the support of AWS, iFood has developed a robust machine learning (ML) inference infrastructure, using services such as Amazon SageMaker to efficiently create and deploy ML models. AI inference at iFood iFood has harnessed the power of a robust AI/ML platform to elevate the customer experience across its diverse touchpoints.

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AWS Machine Learning Blog

OCTOBER 16, 2024

Amazon SageMaker supports geospatial machine learning (ML) capabilities, allowing data scientists and ML engineers to build, train, and deploy ML models using geospatial data. Janosch Woschitz is a Senior Solutions Architect at AWS, specializing in AI/ML. He has a PhD in computer science at Cornell University.

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Towards AI

NOVEMBER 14, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough that will grow to impact much of the economy.

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insideBIGDATA

APRIL 24, 2023

Neural Magic is a startup company that focuses on developing technology that enables deep learning models to run on commodity CPUs rather than specialized hardware like GPUs. The company was founded in 2018 by Alexander Matveev, a former researcher at MIT, and Nir Shavit, a professor of computer science at MIT.

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AWS Machine Learning Blog

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). Chiara Relandini is an Associate Solutions Architect at AWS.

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Dataconomy

DECEMBER 18, 2024

AI is rapidly taking its place in the market, penetrating new application areas in ways we couldnt imagine, including AI cybersecurity solutions. The reason is clear: AIs potential for improving efficiency is almost limitless. The use of AI is evident on both sides of the barricades: by attackers and defenders alike.

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MAY 27, 2025

Researchers have developed a machine learning model called DreaMS, which significantly accelerates the analysis of previously unknown molecules.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

In the field of generative AI , latency and cost pose significant challenges. Additionally, the growing demand for AI-powered applications has led to a high volume of calls to these LLMs, potentially exceeding budget constraints and creating financial pressures for organizations.

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Dataconomy

APRIL 4, 2025

AI prompt engineer is an emerging profession that plays a crucial role in bridging the gap between human language and machine understanding. As AI technologies evolve, the ability to interact effectively with language models becomes increasingly important. What is an AI prompt engineer?

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DECEMBER 2, 2024

As the AI landscape continues to evolve and models grow even larger, innovations like Fast Model Loader become increasingly crucial. She has been actively involved in multiple Generative AI initiatives across APJ, harnessing the power of Large Language Models (LLMs). James Park is a Solutions Architect at Amazon Web Services.

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MAY 15, 2025

Qualtrics harnesses the power of generative AI, cutting-edge machine learning (ML), and the latest in natural language processing (NLP) to provide new purpose-built capabilities that are precision-engineered for experience management (XM). Qualtrics refers to it internally as the Socrates platform.

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MAY 30, 2025

Generative AI revolutionizes business operations through various applications, including conversational assistants such as Amazons Rufus and Amazon Seller Assistant. AI-generated content provides comprehensive product details that help with clarity and accuracy, which can contribute to product discoverability in customer searches.

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APRIL 20, 2025

Researchers in Switzerland have repurposed an AI model to uncover where all those elusive, potentially habitable worlds are hiding.

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Data Science Dojo

OCTOBER 3, 2023

Generative Artificial Intelligence (AI) has garnered significant interest, with users considering its application in critical domains such as financial planning and medical advice. Sanmi Koyejo and Bo Li, experts in computer science, delve into this question through their research, evaluating GPT-3.5 These models, such as GPT-3.5

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AWS Machine Learning Blog

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Many commercial generative AI solutions available are expensive and require user-based licenses.

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AWS Machine Learning Blog

OCTOBER 23, 2024

The landscape of enterprise application development is undergoing a seismic shift with the advent of generative AI. This intuitive platform enables the rapid development of AI-powered solutions such as conversational interfaces, document summarization tools, and content generation apps through a drag-and-drop interface.

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MAY 14, 2025

OpenAI is moving to publish the results of its internal AI model safety evaluations more regularly in what the outfit is saying is an effort to increase transparency. On Wednesday, OpenAI launched the Safety evaluations hub, a web page showing how the companys models score on various tests for

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JANUARY 27, 2025

DeepSeek, an AI startup just over a year old, stirred awe and consternation in Silicon Valley with its breakthrough artificial intelligence model that offered comparable performance to the worlds best chatbots at seemingly a fraction of the cost.

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MAY 28, 2025

The study released today found that shorter reasoning processes in AI systems lead to more Researchers from Metas FAIR team and The Hebrew University of Jerusalem have discovered that forcing large language models to think less actually improves their performance on complex reasoning tasks.

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AWS Machine Learning Blog

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE.

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MAY 26, 2025

A comprehensive guide to the books and courses that helped me learn AIThe post The Best AI Books & Courses for Getting a Job appeared first on

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MAY 28, 2025

A practical guide for business leaders on how to build a company culture that embraces AI through curiosity, experimentation and hands-on learning. In the early 1900s, as the automotive revolution reshaped industries, blacksmiths and carriage-makers struggled to adapt. More than a century later, we

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MAY 28, 2025

Now, two years removed from their time at Apple, two creators behind Workflow and Shortcuts have a new app coming to macOS: Sky, which brings AI assistance to the Mac. Eight years ago, Apple acquired popular automation app Workflow, which later became baked into iOS as Shortcuts. Sky integrates

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AWS Machine Learning Blog

JUNE 3, 2025

As organizations worldwide seek to use AI for social impact, the Danish humanitarian organization Bevar Ukraine has developed a comprehensive virtual generative AI-powered assistant called Victor, aimed at addressing the pressing needs of Ukrainian refugees integrating into Danish society.

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DECEMBER 2, 2024

This long-awaited capability is a game changer for our customers using the power of AI and machine learning (ML) inference in the cloud. You can now configure your scaling policies to include scaling to zero, allowing for more precise management of your AI inference infrastructure.

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JUNE 4, 2025

Climate tech startups are at the forefront of building impactful solutions to the climate crisis, and theyre using generative AI to build as quickly as possible. Trends among climate tech startups building with generative AI Climate tech startups adoption of generative AI is evolving rapidly.

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MAY 13, 2025

Apples Machine Learning team, in collaboration with researchers from Nanjing University and The Hong Kong University of Science and Technology, has announced an interesting 3D AI model called Matrix3D. This so-called Large Photogrammetry Model is able to reconstruct 3D objects and scenes from just

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AWS Machine Learning Blog

DECEMBER 2, 2024

Chronos: Learning the language of time series.” Transactions on Machine Learning Research (2024). [2] In The Eleventh International Conference on Learning Representations (2023). [5] Exploring the limits of transfer learning with a unified text-to-text transformer.” Journal of Machine Learning Research 21, no.

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MAY 2, 2025

The pipeline uses 3D scenes to structure AI images. AI image generation can still be very hit and miss. Even with style and structure references, it

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MAY 2, 2025

Apple and Anthropic are teaming up to build a vibe-coding software platform that will use generative AI to write, edit, and test code for programmers, Bloomberg reported on Friday. The iPhone maker is planning to roll out the software internally, according to Bloomberg, but hasnt decided if it

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AWS Machine Learning Blog

MAY 28, 2025

AI-assistants boost productivity by automating routine data collection and processing tasks, surfacing relevant insights, and allowing analysts to focus on higher-value activities. However, a single AI agent struggles with complex, multistep investment research workflows to effectively handle the full spectrum of multiple specialized tasks.

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AWS Machine Learning Blog

MAY 2, 2025

David Copland, from QARC, and Scott Harding, a person living with aphasia, used AWS services to develop WordFinder, a mobile, cloud-based solution that helps individuals with aphasia increase their independence through the use of AWS generative AI technology. Amazon S3 provides highly available, cost-effective, and scalable object storage.

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MARCH 24, 2025

Generative AI is revolutionizing how businesses interact with their customers through natural conversational interfaces. While organizations can implement AI assistants across various channels, phone calls remain a preferred method for many customers seeking support or information.

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APRIL 24, 2025

Recent advances in generative AI have led to the rapid evolution of natural language to SQL (NL2SQL) technology, which uses pre-trained large language models (LLMs) and natural language to generate database queries in the moment. She holds a PhD from the University of Michigan in Computer Science and Engineering.

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AWS Machine Learning Blog

APRIL 30, 2025

Amazon Bedrock Model Distillation is generally available, and it addresses the fundamental challenge many organizations face when deploying generative AI : how to maintain high performance while reducing costs and latency. We show the latency and output speed comparison for different models in the following figure. Notably, the Llama 3.1

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JANUARY 24, 2025

Overview of vector search and the OpenSearch Vector Engine Vector search is a technique that improves search quality by enabling similarity matching on content that has been encoded by machine learning (ML) models into vectors (numerical encodings). Anshu Avinash, Head of AI and Search at DevRev.

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AWS Machine Learning Blog

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. In this post, we show you how to build an Amazon Bedrock agent that uses MCP to access data sources to quickly build generative AI applications.

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