Machine Learning Research at Apple

APRIL 6, 2025

Progress in natural language processing enables more intuitive ways of interacting with technology. For example, many of Apples products and services, including Siri and search, use natural language understanding and generation to enable a fluent and seamless interface experience for users.

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Eugene Yan

JUNE 21, 2025

in 2024 , is a benchmark designed for evaluating reading comprehension on very long texts, often exceeding 200,000 tokens. 2024) , is a benchmark that evaluates long-context comprehension across multiple documents. L-Eval: Instituting Standardized Evaluation for Long Context Language Models.” NovelQA , introduced by Wang et al.

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Dataconomy

MARCH 5, 2025

Key M4 chip specs: 10-core CPU and up to 10-core GPU Support for up to 32GB of unified memory Up to 3x faster Neural Engine for AI-powered tasks Enhanced gaming performance , including ray tracing support Extended battery life Apple claims up to 18 hours of battery life , an improvement of six additional hours over Intel-based MacBook Airs.

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Data Science Dojo

NOVEMBER 5, 2024

The learning program is typically designed for working professionals who want to learn about the advancing technological landscape of language models and learn to apply it to their work. It covers a range of topics including generative AI, LLM basics, natural language processing, vector databases, prompt engineering, and much more.

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Towards AI

OCTOBER 31, 2024

Last Updated on October 31, 2024 by Editorial Team Author(s): Jonas Dieckmann Originally published on Towards AI. Natural Language Processing (NLP) is an example of where traditional methods can struggle with complex text data. Data analytics has become a key driver of commercial success in recent years.

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Towards AI

DECEMBER 15, 2024

Last Updated on December 16, 2024 by Editorial Team Author(s): Shivam Mohan Originally published on Towards AI. The field of artificial intelligence (AI) has witnessed extraordinary advancements in recent years, ranging from natural language processing breakthroughs to the development of sophisticated robotics.

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Flipboard

JUNE 27, 2025

The teams experiment could lead to more efficient algorithms in the fields of natural language processing and other supervised learning models. Perhaps most importantly, the study showcases a novel method for identifying tasks that quantum computers excel at in hybrid computer systems.

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Dataconomy

APRIL 3, 2025

billion in 2024 to an astonishing $47.1 Natural Language Processing analyses customer sentiment, while biometrics and predictive personalisation enhance security and provide tailored recommendations. The market size of AI agents is expected to grow from $5.1 billion by 2030. over the next six years.

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AWS Machine Learning Blog

NOVEMBER 15, 2024

In business for 145 years, Principal is helping approximately 64 million customers (as of Q2, 2024) plan, protect, invest, and retire, while working to support the communities where it does business and build a diverse, inclusive workforce. 2024, Principal Financial Services, Inc. 3778998-082024

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AWS Machine Learning Blog

NOVEMBER 25, 2024

John Snow Labs’ Medical Language Models is by far the most widely used natural language processing (NLP) library by practitioners in the healthcare space (Gradient Flow, The NLP Industry Survey 2022 and the Generative AI in Healthcare Survey 2024 ).

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Flipboard

JUNE 26, 2025

The series began with GPT-1 in 2018 and has evolved to GPT-4 by 2023, with the latest version, GPT-4o, released in May 2024, showcasing multimodal capabilities, handling both text and images. GPT Paper Link (GPT 4): [link] The GPT (Generative Pre-trained Transformer) family was introduced by OpenAI. Why is DuckDB Getting Popular?

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AWS Machine Learning Blog

NOVEMBER 22, 2024

For example, an ecommerce application such as Amazon.com could use a similarly formatted dataset for fine-tuning a model for natural language processing (NLP) analysis to gauge interest in products sold. This type of dataset is ideal for extracting meaningful information from customer reviews.

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Pickl AI

JUNE 8, 2025

Natural language processing (NLP) is also advancing, enabling better understanding and generation of human language, although its growth is more modest compared to deep learning.

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IBM Data Science in Practice

JANUARY 2, 2025

To illustrate, in 2024 alone, the American Medical Association lists over 11,163 Current Procedural Terminology (CPT) codes and more than 69,000 International Classification of Diseases (ICD) diagnosis codes. Doctors notes, for example, might require manual review, as they can vary significantly in language andformat.

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AWS Machine Learning Blog

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks.

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AWS Machine Learning Blog

NOVEMBER 21, 2024

About the Authors Sundar Raghavan is an AI/ML Specialist Solutions Architect at AWS, helping customers leverage SageMaker and Bedrock to build scalable and cost-efficient pipelines for computer vision applications, natural language processing, and generative AI.

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AWS Machine Learning Blog

DECEMBER 5, 2024

With trust as a cornerstone of AI adoption, we are excited to announce at AWS re:Invent 2024 new responsible AI tools, capabilities, and resources that enhance the safety, security, and transparency of our AI services and models and help support customers own responsible AI journeys.

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Flipboard

FEBRUARY 11, 2025

The Process Data Lambda function redacts sensitive data through Amazon Comprehend. Amazon Comprehend provides real-time APIs, such as DetectPiiEntities and DetectEntities , which use natural language processing (NLP) machine learning (ML) models to identify text portions for redaction.

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AWS Machine Learning Blog

FEBRUARY 21, 2025

Lets assume that the question What date will AWS re:invent 2024 occur? The corresponding answer is also input as AWS re:Invent 2024 takes place on December 26, 2024. Query processing: a. invoke_agent("What are the dates for reinvent 2024?", A: 'The AWS re:Invent conference was held from December 2-6 in 2024.'

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AWS Machine Learning Blog

JANUARY 22, 2025

2024-10-{01/00:00:00--02/00:00:00}. Converting free text to a structured query of event and time filters is a complex natural language processing (NLP) task that can be accomplished using FMs. Presently, his main area of focus is state-of-the-art natural language processing.

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Flipboard

JUNE 3, 2025

Metadata: department: IT document_type: Procedure category: Security Audit frequency: Quarterly last_updated: 2024-11-15 The language model incorporates these results into its response to the user: Based on our IT Security Quarterly Audit Procedure, the process involves four main phases: 1.

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Flipboard

JUNE 17, 2025

Essential Skills for Solo AI Business TL;DR Key Takeaways : A strong understanding of AI fundamentals, including algorithms, neural networks, and natural language processing, is essential for creating effective AI solutions and making informed decisions.

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Towards AI

NOVEMBER 9, 2024

Last Updated on November 10, 2024 by Editorial Team Author(s): Rupali Patil Originally published on Towards AI. Introduced by Xi Wang, Procheta Sen, Ruizhe Li, and Emine Yilmaz, and published in July 2024, ArXiv (Adaptive Retrieval-Augmented Generation for Conversational Systems). Building Conversational AI systems is hard!!!

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Pickl AI

DECEMBER 26, 2024

billion by the end of 2024 , reflecting a remarkable increase from $29 billion in 2022. Examples of foundation models include OpenAI’s GPT-3 and DALL-E, which have set benchmarks in natural language processing and image generation, respectively. The global Generative AI market is projected to exceed $66.62

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AWS Machine Learning Blog

DECEMBER 4, 2024

Aris Tsakpinis is a Specialist Solutions Architect for AI & Machine Learning with a special focus on natural language processing (NLP), large language models (LLMs), and generative AI. The record can optionally include a system prompt that indicates the role assigned to the model.

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AWS Machine Learning Blog

OCTOBER 31, 2024

George King is a summer 2024 intern at Amazon AI. In his free time, Sundar loves exploring new places, sampling local eateries and embracing the great outdoors. Alan Ismaiel is a software engineer at AWS based in New York City. He also focuses on product security and worked on fixing risks and creating security tests.

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AWS Machine Learning Blog

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. This repository is a modified version of the original How to Fine-Tune LLMs in 2024 on Amazon SageMaker.

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Dataconomy

MARCH 17, 2025

Timeline of key milestones Launch of Siri with the iPhone 4S in 2011 Expansion to iPads and Macs in 2013 Introduction of Siri to Apple TV and the HomePod in 2018 The anticipated Apple Intelligence update in 2024, enhancing existing features How does Siri work?

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Flipboard

JULY 9, 2025

Amazon Bedrock Knowledge Bases offers a fully managed Retrieval Augmented Generation (RAG) feature that connects large language models (LLMs) to internal data sources. This feature enhances foundation model (FM) outputs with contextual information from private data, making responses more relevant and accurate.

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AWS Machine Learning Blog

DECEMBER 23, 2024

By combining Lettrias expertise in natural language processing (NLP) and graph technology with the scalable and managed AWS infrastructure, you can develop RAG solutions that deliver more accurate and reliable results. Lettria provides an accessible way to integrate GraphRAG into your applications.

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Flipboard

JANUARY 14, 2025

At AWS, he led the Dialog2API project, which enables large language models to interact with the external environment through dialogue. Since 2024, Raphael worked on multi-agent collaboration with LLM-based agents. Her work spans speech recognition, natural language processing, and large language models.

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AWS Machine Learning Blog

JANUARY 30, 2025

The team developed an innovative solution to streamline grant proposal review and evaluation by using the natural language processing (NLP) capabilities of Amazon Bedrock. The June 2024 AWS Health Equity Initiative application cycle received 139 applications, the programs largest influx to date.

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AWS Machine Learning Blog

NOVEMBER 22, 2024

This post and the subsequent code implementation were inspired by one of the International Conference on Machine Learning (ICML) 2024 best papers on LLM debates Debating with More Persuasive LLMs Leads to More Truthful Answers. His area of research is all things natural language (like NLP, NLU, and NLG).

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AWS Machine Learning Blog

JUNE 25, 2025

In December 2024, an internal technology team at Amazon built and implemented an AI-powered solution as applied to data related to claims against the company. This solution generates structured summaries of claims under 500 words across various categories, improving efficiency while maintaining accuracy of the claims review process.

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AssemblyAI

NOVEMBER 6, 2024

Read the full 2024 Insights Report Access our 2024 Insights Report to learn from AI founders and product leaders how AI is shaping product strategy. Our 2024 Insights Report revealed that 92% of businesses have already integrated AI into their customer-facing products. But those glory days didn’t last long.

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Smart Data Collective

JUNE 22, 2025

In 2024, the world created about 149 zettabytes of data, and that number is expected to hit 181 zettabytes by 2025. Unlike the old-school scrapers that rely on brittle CSS selectors or XPath rules, AI web scrapers use natural language processing, computer vision, and pattern recognition to “read” web pages more like a human would.

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AWS Machine Learning Blog

APRIL 29, 2025

Since its launch in 2024, generative AI practitioners, including the teams in Amazon, have started transitioning their workloads from existing FMs and adopting Amazon Nova models. He lives in Seattle area, and outside of work loves to go on hiking and enjoy nature.

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