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This Week’s Top 4 Research Papers in Generative AI Research (7 July- 14 July 2025)

Data Science Dojo

JULY 14, 2025

Generative AI research is rapidly transforming the landscape of artificial intelligence, driving innovation in large language models, AI agents, and multimodal systems. Staying current with the latest breakthroughs is essential for data scientists, AI engineers, and researchers who want to leverage the full potential of generative AI.

Machine Learning

Machine Learning Machine Learning AI AI

Summarizing Books as Podcasts

O'Reilly Media

DECEMBER 16, 2024

It also isnt conversational, which is something of a surprise now that weve all gotten used to chatting with AIs. Can we integrate our knowledge of books and technology with AIs ability to summarize? We use AI to assemble the chapter summaries into a single summary. Can we do better? Finally, our users want summarization.

AI

AI AI Artificial Intelligence Artificial Intelligence

Improve the performance of your Generative AI applications with Prompt Optimization on Amazon Bedrock

AWS Machine Learning Blog

NOVEMBER 29, 2024

Prompt Optimizations can result in significant improvements for Generative AI tasks. In the Configurations pane, for Generative AI resource , choose Models and choose your preferred model. The reduced manual effort, will greatly accelerate the development of generative-AI applications in your organization. Choose Optimize.

AI

AI AI ML ML

Webinars

Precision in Motion: Why Process Optimization Is the Future of Manufacturing

Airflow Best Practices for ETL/ELT Pipelines

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AI and ML for Coders in PyTorch

Flipboard

JULY 17, 2025

Eager to learn AI and machine learning but unsure where to start? Laurence Moroney's hands-on, code-first guide demystifies complex AI concepts without relying on advanced. Selection from AI and ML for Coders in PyTorch [Book]

ML

ML ML Machine Learning Machine Learning

Kimi K2: A Deep Dive into Moonshot AI’s Most Powerful Open-Source Agentic Model

Data Science Dojo

JULY 15, 2025

Released by Moonshot AI , this new model is making a strong case as one of the most capable open-source LLMs ever released. source: KimiK2 Kimi K2 is an open-source large language model developed by Moonshot AI , a rising Chinese AI company. and Claude Opus 4. Learn more about our Large Language Models in our detailed guide!

Exploratory Data Analysis

Exploratory Data Analysis SQL EDA AI

EBSCOlearning scales assessment generation for their online learning content with generative AI

AWS Machine Learning Blog

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. As EBSCOlearnings content library continues to grow, so does the need for a more efficient solution. Sonnet in Amazon Bedrock.

AI

AI AI AWS Machine Learning

Build generative AI applications quickly with Amazon Bedrock IDE in Amazon SageMaker Unified Studio

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.

AWS

AWS AI AI SQL

10 GitHub Awesome Lists for Data Science

Flipboard

JULY 1, 2025

It includes tutorials, courses, books, and project ideas for all levels. Find beginner-friendly tutorials, MOOCs, books, and guides to kickstart your data science journey. It also includes free machine learning books, courses, blogs, newsletters, and links to local meetups and communities.

Data Science

Data Science Natural Language Processing Machine Learning Machine Learning

Syngenta develops a generative AI assistant to support sales representatives using Amazon Bedrock Agents

Flipboard

DECEMBER 3, 2024

Syngenta and AWS collaborated to develop Cropwise AI , an innovative solution powered by Amazon Bedrock Agents , to accelerate their sales reps’ ability to place Syngenta seed products with growers across North America. Generative AI is reshaping businesses and unlocking new opportunities across various industries.

AWS

AWS Machine Learning Machine Learning AI

Using transcription confidence scores to improve slot filling in Amazon Lex

AWS Machine Learning Blog

DECEMBER 23, 2024

Customer: Id like to check my booking. Virtual Agent: Thats great, please say your 5 character booking reference, you will find it at the top of the information pack we sent. What is your booking reference? Virtual Agent: Your booking 1 9 A A B is currently being progressed. Customer: Id like to check my booking.

AWS

AWS Natural Language Processing ML ML

From Chaos to Control: A Cost Maturity Journey with Databricks

databricks

JULY 24, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Clustering

Clustering SQL Azure AWS

Achieve multi-Region resiliency for your conversational AI chatbots with Amazon Lex

AWS Machine Learning Blog

OCTOBER 30, 2024

This will deploy a Lambda function (book-hotel-lambda) and a CloudWatch log group ( /lex/book-hotel-bot ) in the us-east-1 Region. This will deploy a Lambda function (book-hotel-lambda) and a CloudWatch log group ( /lex/book-hotel-bot ) in the us-west-2 Region. In the Languages section, choose English (US).

AWS

AWS AI AI Natural Language Processing

Lessons Learned After 6.5 Years Of Machine Learning

Flipboard

JUNE 30, 2025

Publish AI, ML & data-science insights to a global community of data professionals. In 2018-ish, when I took my first university courses on classic machine learning, behind the scenes, key methods were already being developed that would lead to AI’s boom in the early 2020s. You want to train ML models.

Machine Learning

Machine Learning Machine Learning Data Science ML

Implement user-level access control for multi-tenant ML platforms on Amazon SageMaker AI

AWS Machine Learning Blog

JULY 11, 2025

Managing access control in enterprise machine learning (ML) environments presents significant challenges, particularly when multiple teams share Amazon SageMaker AI resources within a single Amazon Web Services (AWS) account.

ML

ML ML AWS Clustering

Empower your generative AI application with a comprehensive custom observability solution

AWS Machine Learning Blog

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In the context of Amazon Bedrock , observability and evaluation become even more crucial.

AWS

AWS AI AI Data Scientist

Unlock cost savings with the new scale down to zero feature in SageMaker Inference

Flipboard

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.

ML

ML ML AWS Machine Learning

AI First Puts Humans First

O'Reilly Media

MAY 28, 2025

While I prefer AI native to describe the product development approach centered on AI that were trying to encourage at OReilly, Ive sometimes used the term AI first in my communications with OReilly staff. And so I was alarmed and dismayed to learn that in the press, that term has now come to mean using AI to replace people.

AI

AI AI Algorithm ML

Evaluate models or RAG systems using Amazon Bedrock Evaluations – Now generally available

AWS Machine Learning Blog

APRIL 4, 2025

Organizations deploying generative AI applications need robust ways to evaluate their performance and reliability. We demonstrate how to use the comparison capabilities to benchmark different implementations and make data-driven decisions about your AI deployments. Calculate the total cost of the books before the discount.n2.

AWS

AWS AI AI ML

Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

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.

AI

AI AI Database AWS

Introducing Stable Diffusion 3.5 Large in Amazon SageMaker JumpStart

AWS Machine Learning Blog

NOVEMBER 14, 2024

Large to SageMaker JumpStart, we’re taking another significant step towards democratizing access to advanced AI technologies and enabling businesses of all sizes to harness the power of generative AI. In this following screenshot, we are looking at all the models by Stability AI on SageMaker JumpStart. Quilling style.

AWS

AWS ML ML Machine Learning

From Architecture to Execution: Inside Week 2 of the Agentic AI Summit

ODSC - Open Data Science

JULY 25, 2025

The second week of the Agentic AI Summit built upon week 1 by diving deeper into the engineering realities of agentic AI — from protocol-level orchestration to agent deployment inside enterprise environments and even developer IDEs.

AI

AI AI Data Engineering Data Engineer

End-to-End model training and deployment with Amazon SageMaker Unified Studio

Flipboard

JULY 3, 2025

Although rapid generative AI advancements are revolutionizing organizational natural language processing tasks, developers and data scientists face significant challenges customizing these large models. To address these challenges, AWS has expanded Amazon SageMaker with a comprehensive set of data, analytics, and generative AI capabilities.

ML

ML ML AWS Data Engineering

Evaluating AI Agents with Arize AI – A Complete Series to Get You Started!

Data Science Dojo

APRIL 23, 2025

However, with AI agents , this advanced machine intelligence is slowly turning into a reality.These AI agents use memory, make decisions, switch roles, and even collaborate with other agents to get things done. The answer to this dilemma is Arize AI, the team leading the charge on ML observability and evaluation in production.

AI

AI AI Decision Trees ML

Evaluating Long-Context Question & Answer Systems

Eugene Yan

JUNE 21, 2025

An overview of what well cover in this writeup By the way, if you want to learn more about evals, my friends Hamel and Shreya are hosting their final cohort of “AI Evals for Engineers and PMs” in July. This involves testing how well a Q&A system can navigate book-length documents to answer questions. Here’s a 35% discount code.

Clustering

Clustering Natural Language Processing AI AI

Build conversational interfaces for structured data using Amazon Bedrock Knowledge Bases

Flipboard

JUNE 17, 2025

Developers often face challenges integrating structured data into generative AI applications. Amazon Bedrock Knowledge Bases offers an end-to-end managed workflow for you to build custom generative AI applications that can access and incorporate contextual information from a variety of structured and unstructured data sources.

AWS

AWS SQL Database Natural Language Processing

Summary of DAIS 2025 Announcements Through the Lens of Games

databricks

JULY 15, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Data Engineering

Data Engineering Data Engineer Data Engineering Data Engineering

Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

AWS Machine Learning Blog

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. These tasks include summarization, classification, information retrieval, open-book Q&A, and custom language generation such as SQL.

Data Preparation

Data Preparation Machine Learning Machine Learning ML

HCLTech’s AWS powered AutoWise Companion: A seamless experience for informed automotive buyer decisions with data-driven design

AWS Machine Learning Blog

JANUARY 15, 2025

This post introduces HCLTechs AutoWise Companion, a transformative generative AI solution designed to enhance customers vehicle purchasing journey. Powered by generative AI services on AWS and large language models (LLMs) multi-modal capabilities, HCLTechs AutoWise Companion provides a seamless and impactful experience.

AWS

AWS SQL AI AI

Advanced fine-tuning methods on Amazon SageMaker AI

AWS Machine Learning Blog

JULY 11, 2025

This post provides the theoretical foundation and practical insights needed to navigate the complexities of LLM development on Amazon SageMaker AI , helping organizations make optimal choices for their specific use cases, resource constraints, and business objectives. Pre-training Pre-training represents the foundation of LLM development.

AWS

AWS AI AI Deep Learning

How to Work Smarter, Not Harder, with Artificial Intelligence

Flipboard

JUNE 13, 2025

As artificial intelligence (AI) continues to transform industries—from healthcare and finance to entertainment and education—the demand for professionals who understand its inner workings is skyrocketing. Yet, navigating the world of AI can feel overwhelming, with its complex algorithms, vast datasets, and ever-evolving tools.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Exploratory Data Analysis Machine Learning

Protect sensitive data in RAG applications with Amazon Bedrock

Flipboard

APRIL 23, 2025

Retrieval Augmented Generation (RAG) applications have become increasingly popular due to their ability to enhance generative AI tasks with contextually relevant information. See the OWASP Top 10 for Large Language Model Applications to learn more about the unique security risks associated with generative AI applications.

AWS

AWS ML ML AI

Mistral’s new “environmental audit” shows how much AI is hurting the planet

Flipboard

JULY 25, 2025

Mistral’s new “environmental audit” shows how much AI is hurting the planet Individual prompts dont cost much, but billions together can have aggregate impact. Kyle Orland – Jul 25, 2025 1:11 pm | 53 A view of the future brought on by too many power-hungry AI servers? Is AI really destroying the planet?

AI

AI AI Computer Science Computer Science

New Method Customises LLMs in Seconds, Beats Tuning: Research

Flipboard

JUNE 23, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. 📣 Want to advertise in AIM? Have a tip?

Data Engineering

Data Engineering Data Engineer Data Engineering Data Engineering

Streamline GitHub workflows with generative AI using Amazon Bedrock and MCP

Flipboard

JULY 30, 2025

AI agents have appeared as an innovative technology that bridges this gap. The foundation models (FMs) available through Amazon Bedrock serve as the cognitive engine for AI agents, providing the reasoning and natural language understanding capabilities essential for interpreting user requests and generating appropriate responses.

AWS

AWS AI AI Machine Learning

Configure fine-grained access to Amazon Bedrock models using Amazon SageMaker Unified Studio

AWS Machine Learning Blog

JULY 9, 2025

Enterprises adopting advanced AI solutions recognize that robust security and precise access control are essential for protecting valuable data, maintaining compliance, and preserving user trust. You can also create a generative AI application that uses an Amazon Bedrock model and features, such as a knowledge base or a guardrail.

AWS

AWS ML ML AI

Designing Collaborative Multi-Agent Systems with the A2A Protocol

O'Reilly Media

JUNE 18, 2025

It feels like every other AI announcement lately mentions “agents.” And already, the AI community has 2025 pegged as “the year of AI agents,” sometimes without much more detail than “They’ll be amazing!” This component functions as a standardized digital business card for an AI agent, typically provided as a metadata file.

AI

AI AI Database Python

The Importance of Natural Language in Building AI Agents

ODSC - Open Data Science

JULY 15, 2025

Natural language is emerging as the cornerstone of modern AI agent development, transforming how we conceptualize, build, and deploy intelligent systems. Since large language models inherently process and generate natural language, it becomes the native “programming language” for AI agents, allowing for intuitive and flexible interactions.

AI

AI AI Computer Science Computer Science

Enhancing Search Relevancy with Cohere Rerank 3.5 and Amazon OpenSearch Service

Flipboard

DECEMBER 18, 2024

In the rapidly evolving landscape of AI-powered search, organizations are looking to integrate large language models (LLMs) and embedding models with Amazon OpenSearch Service. This allows the system to recognize synonyms and related concepts, such as action figures is related to toys and comic book characters to super heroes.

K-nearest Neighbors

K-nearest Neighbors AWS ML ML

Large Language Models: A Self-Study Roadmap

Flipboard

JULY 7, 2025

Fine Tuning LLM Models – Generative AI Course When working with LLMs, you will often need to fine-tune LLMs, so consider learning efficient fine-tuning techniques such as LoRA and QLoRA, as well as model quantization techniques.

Natural Language Processing

Natural Language Processing Machine Learning Machine Learning Data Science

Announcing the First Speakers for the Virtual Agentic AI Summit in July

ODSC - Open Data Science

JUNE 12, 2025

The Agentic AI Summit 2025 — a three-week virtual event running from July 16 to 31 — is proud to feature an exceptional lineup of speakers driving innovation in autonomous AI. Each one features demos, live coding, and Q&A — focused on helping you build agentic AI systems alongside experts.

Machine Learning

Machine Learning Machine Learning AI AI

How IDIADA optimized its intelligent chatbot with Amazon Bedrock

AWS Machine Learning Blog

FEBRUARY 25, 2025

AI now plays a pivotal role in the development and evolution of the automotive sector, in which Applus+ IDIADA operates. In this post, we showcase the research process undertaken to develop a classifier for human interactions in this AI-based environment using Amazon Bedrock.

Algorithm

Algorithm Machine Learning Machine Learning K-nearest Neighbors

Best practices for Meta Llama 3.2 multimodal fine-tuning on Amazon Bedrock

AWS Machine Learning Blog

MAY 1, 2025

multimodal models on Amazon Bedrock offers organizations a powerful way to create customized AI solutions that understand both visual and textual information. Ishan Singh is a Generative AI Data Scientist at Amazon Web Services, where he helps customers build innovative and responsible generative AI solutions and products.

AWS

AWS ML ML AI

The GenAI Strategy Playbook

phData

JUNE 26, 2025

In addition, most AI-GDP studies end in 2017, capturing the rise in intangible investment but missing the post-2018 GenAI wave, so they show no productivity rebound. They also re-examine middle-management roles and core processes through a GenAI lens, grounding everything in data-engineering fundamentals, classic ML, and agile governance.

ML

ML ML Data Engineering Data Engineer

How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

AWS Machine Learning Blog

DECEMBER 18, 2024

AIs transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb , one of Italys leading telecommunications operators, recognized the immense potential of AI technologies early on and began investing in this area in 2019.

Clustering

Clustering AWS AI AI

This Week’s Top 4 Research Papers in Generative AI Research (7 July- 14 July 2025)

Summarizing Books as Podcasts

Webinars

Trending Sources

Improve the performance of your Generative AI applications with Prompt Optimization on Amazon Bedrock

Webinars

AI and ML for Coders in PyTorch

Kimi K2: A Deep Dive into Moonshot AI’s Most Powerful Open-Source Agentic Model

EBSCOlearning scales assessment generation for their online learning content with generative AI

Build generative AI applications quickly with Amazon Bedrock IDE in Amazon SageMaker Unified Studio

10 GitHub Awesome Lists for Data Science

Syngenta develops a generative AI assistant to support sales representatives using Amazon Bedrock Agents

Using transcription confidence scores to improve slot filling in Amazon Lex

From Chaos to Control: A Cost Maturity Journey with Databricks

Achieve multi-Region resiliency for your conversational AI chatbots with Amazon Lex

Lessons Learned After 6.5 Years Of Machine Learning

Implement user-level access control for multi-tenant ML platforms on Amazon SageMaker AI

Empower your generative AI application with a comprehensive custom observability solution

Unlock cost savings with the new scale down to zero feature in SageMaker Inference

AI First Puts Humans First

Evaluate models or RAG systems using Amazon Bedrock Evaluations – Now generally available

Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

Introducing Stable Diffusion 3.5 Large in Amazon SageMaker JumpStart

From Architecture to Execution: Inside Week 2 of the Agentic AI Summit

End-to-End model training and deployment with Amazon SageMaker Unified Studio

Evaluating AI Agents with Arize AI – A Complete Series to Get You Started!

Evaluating Long-Context Question & Answer Systems

Build conversational interfaces for structured data using Amazon Bedrock Knowledge Bases

Summary of DAIS 2025 Announcements Through the Lens of Games

Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

HCLTech’s AWS powered AutoWise Companion: A seamless experience for informed automotive buyer decisions with data-driven design

Advanced fine-tuning methods on Amazon SageMaker AI

How to Work Smarter, Not Harder, with Artificial Intelligence

Protect sensitive data in RAG applications with Amazon Bedrock

Mistral’s new “environmental audit” shows how much AI is hurting the planet

New Method Customises LLMs in Seconds, Beats Tuning: Research

Streamline GitHub workflows with generative AI using Amazon Bedrock and MCP

Configure fine-grained access to Amazon Bedrock models using Amazon SageMaker Unified Studio

Designing Collaborative Multi-Agent Systems with the A2A Protocol

The Importance of Natural Language in Building AI Agents

Enhancing Search Relevancy with Cohere Rerank 3.5 and Amazon OpenSearch Service

Large Language Models: A Self-Study Roadmap

Announcing the First Speakers for the Virtual Agentic AI Summit in July

How IDIADA optimized its intelligent chatbot with Amazon Bedrock

Best practices for Meta Llama 3.2 multimodal fine-tuning on Amazon Bedrock

The GenAI Strategy Playbook

How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

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