AWS Machine Learning Blog

MARCH 25, 2025

Amazon Bedrock announces the preview launch of Session Management APIs, a new capability that enables developers to simplify state and context management for generative AI applications built with popular open source frameworks such as LangGraph and LlamaIndex.

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Generative AI AI AI Software Engineer 104

O'Reilly Media

FEBRUARY 25, 2025

On April 24, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. This emulates what an expert human tutor would say.

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AWS Machine Learning Blog

FEBRUARY 20, 2025

Through advanced analytics, software, research, and industry expertise across more than 20 countries, Verisk helps build resilience for individuals, communities, and businesses. The company is committed to ethical and responsible AI development with human oversight and transparency.

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Flipboard

MARCH 31, 2025

The enterprise AI landscape is undergoing a seismic shift as agentic systems transition from experimental tools to mission-critical business assets. In 2025, AI agents are expected to become integral to business operations, with Deloitte predicting that 25% of enterprises using generative AI will deploy AI agents, growing to 50% by 2027.

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LLM Automation Generative AI AI Automation 177

Towards AI

JANUARY 20, 2025

Are you using LLMs to their full potential? Thats where the 8-Hour Generative AI Primer comes in. In just 1 day, youll have: A working LLM prototype (no-code or low-code). The confidence to integrate AI into your workflows effectively. The ability to know how to identify which AI developments matter to you.

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AWS Machine Learning Blog

MARCH 25, 2025

Since Amazon Q Business became generally available in 2024, customers have used this fully managed, generative AI-powered assistant to enhance their productivity and efficiency. The assistant enables users to answer questions, generate summaries, create content, and complete tasks using enterprise data.

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LLM Generative AI Software Development Explainability 97

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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AWS Machine Learning Blog

FEBRUARY 21, 2025

Similar to how a customer service team maintains a bank of carefully crafted answers to frequently asked questions (FAQs), our solution first checks if a users question matches curated and verified responses before letting the LLM generate a new answer. No LLM invocation needed, response in less than 1 second.

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LLM Large Language Models Natural Language Processing Machine Learning 110

NVIDIA

DECEMBER 24, 2024

For many, tools like ChatGPT were their first introduction to AI. LLM-powered chatbots have transformed computing from basic, rule-based interactions to dynamic conversations. Introduced in March, ChatRTX is a demo app that lets users personalize a GPT LLM with their own content, such as documents, notes and images.

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LLM Software Development AI AI 129

AWS Machine Learning Blog

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. In our tests, we’ve seen substantial improvements in scaling times for generative AI model endpoints across various frameworks.

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Generative AI Machine Learning Large Language Models AI 92

Topbots

NOVEMBER 27, 2023

AI has played a supporting role in software development for years, primarily automating tasks like analytics, error detection, and project cost and duration forecasting. However, the emergence of generative AI has reshaped the software development landscape, driving unprecedented productivity gains.

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Software Development Generative AI Prompt Engineer Prompt Engineering 105

AWS Machine Learning Blog

JUNE 11, 2024

Amazon Q Developer is an AI-powered assistant for software development that reimagines the experience across the entire software development lifecycle, making it faster to build, secure, manage, and optimize applications on or off of AWS. If the plan looks good and you want to proceed, choose Generate code.

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AWS Machine Learning Blog

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

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Generative AI AI AI Machine Learning 105

Analytics Vidhya

NOVEMBER 22, 2023

Introduction Embark on a thrilling journey into the future of software development with ‘Launching into Autogen: Exploring the Basics of a Multi-Agent Framework.’

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Software Development LLM ChatGPT OpenAI 306

Unite.AI

JANUARY 3, 2025

Why is waste a significant challenge for software development teams, and in what ways can AI reduce it? Waste in software development often stems from inefficiencies like poor prioritization, excessive debugging, or misaligned team efforts. AI will continue to transform business operations in the coming decade.

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Data Scientist Software Development Data Science Generative AI 130

Unite.AI

APRIL 18, 2024

The field of artificial intelligence (AI) continues to push the boundaries of what was once thought impossible. From self-driving cars to language models that can engage in human-like conversations, AI is rapidly transforming various industries, and software development is no exception.

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Analytics Vidhya

SEPTEMBER 12, 2024

Introduction Large language model (LLM) agents are the latest innovation boosting workplace business efficiency. Unlike typical task automation, LLM agents can also interpret and generate human-like text. They automate repetitive activities, boost collaboration, and provide useful insights across departments.

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LLM Large Language Models Software Development Automation 143

Marktechpost

NOVEMBER 23, 2024

Google Gemini is a generative AI-powered collaborator from Google Cloud designed to enhance various tasks such as code explanation, infrastructure management, data analysis, and application development. Its features include text generation, error detection, security configuration, and resource management.

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DevOps Data Analysis Large Language Models Generative AI 108

Flipboard

FEBRUARY 25, 2025

By 2028, projects research firm Gartner, 75% of enterprise developers will use AI tools in their work. The next step beyond that is AI coding assistance thats more agentic capable of handling at least certain tasks from start to finish without constant supervision. They will be pairing with AI on others.

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Software Development Software Engineer AI AI 126

AWS Machine Learning Blog

FEBRUARY 18, 2025

Recognizing this challenge as an opportunity for innovation, F1 partnered with Amazon Web Services (AWS) to develop an AI-driven solution using Amazon Bedrock to streamline issue resolution. Systems security With Amazon Bedrock, you have full control over the data used to customize the FMs for generative AI applications such as RCA.

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Towards AI

JANUARY 20, 2025

Author(s): Towards AI Editorial Team Originally published on Towards AI. Much of becoming a great LLM developer and building a great LLM product is about integrating advanced techniques and customization to help an LLM pipeline ultimately cross a threshold where the product is good enough for widescale adoption.

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LLM Large Language Models ChatGPT Software Development 104

Unite.AI

SEPTEMBER 11, 2023

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. They lack critical project management functionalities like PRD generation, technical design generation, and API interface prototyping.

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Python Software Development OpenAI Software Engineer 328

AI Weekly

APRIL 11, 2024

We explore how AI can transform roles and boost performance across business functions, customer operations and software development. The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models.

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Robotics Artificial Intelligence Artificial Intelligence Data Drift 264

NVIDIA

AUGUST 28, 2024

As enterprises race to adopt generative AI and bring new services to market, the demands on data center infrastructure have never been greater. Training large language models is one challenge, but delivering LLM-powered real-time services is another. latency improvement over the previous round on the GPT-J LLM workload.

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Generative AI LLM Large Language Models Software Development 142

AWS Machine Learning Blog

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

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Generative AI LLM AI AI 76

Flipboard

JUNE 13, 2023

Prompt: “A robot helping a software engineer develop code.” ” Generative AI is already changing the way software engineers do their jobs. We caught up with engineering leaders at six Seattle tech companies to learn about how they’re using generative AI and how it’s changing their jobs.

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Generative AI Auto-complete Software Engineer AI 181

Flipboard

APRIL 13, 2023

Just recently, generative AI applications like ChatGPT have captured widespread attention and imagination. We are truly at an exciting inflection point in the widespread adoption of ML, and we believe most customer experiences and applications will be reinvented with generative AI.

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AWS Machine Learning Blog

DECEMBER 16, 2024

70B marks an exciting advancement in large language model (LLM) development, offering comparable performance to larger Llama versions with fewer computational resources. This comprehensive training approach results in the models robust understanding and generation capabilities across diverse tasks. What sets Llama 3.3

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Auto-complete Large Language Models Python ML 97

O'Reilly Media

MARCH 25, 2025

Lets be real: building LLM applications today feels like purgatory. Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. What makes LLM applications so different?

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LLM Software Development Prompt Engineer Prompt Engineering 69

IBM Journey to AI blog

SEPTEMBER 19, 2023

Using generative artificial intelligence (AI) solutions to produce computer code helps streamline the software development process and makes it easier for developers of all skill levels to write code. How does generative AI code generation work?

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Towards AI

JANUARY 22, 2025

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Im sharing a special issue this week to talk about our newest offering, the 8-hour Generative AI Primer course, a programming language-agnostic 1-day LLM Bootcamp designed for developers like you.

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LLM ChatGPT AI AI 97

Marktechpost

JANUARY 3, 2024

Significance The following are some tools that can used for LLM application development: LangChain LangChain, an open-source framework, empowers developers in AI and machine learning to seamlessly integrate large language models like OpenAI’s GPT-3.5

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LLM Large Language Models Machine Learning Chatbots 128

Unite.AI

OCTOBER 18, 2023

This year, the report underscores some particularly significant advancements in the field of Large Language Models (LLMs), emphasizing their growing influence and the broader implications for the AI community. Music Generation : AI is also making waves in the creative world. The financial figures speak for themselves.

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Large Language Models Generative AI AI AI 303

NVIDIA

DECEMBER 2, 2024

The following models are now generally available as NIM microservices: MAISI (Medical AI for Synthetic Imaging) is a latent diffusion generative AI foundation model that can simulate high-resolution, full-format 3D CT images and their anatomic segmentations. The updates in MONAI v1.4 Alongside MONAI 1.4’s

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AI AI AI Modeling Data Scientist 109

NVIDIA

MARCH 18, 2025

As generative AI capabilities expand, NVIDIA is equipping developers with the tools to seamlessly integrate AI into creative projects, applications and games to unlock groundbreaking experiences on NVIDIA RTX AI PCs and workstations.

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AI Development AI Developer Machine Learning Chatbots 101

AWS Machine Learning Blog

JANUARY 7, 2025

However, the industry is seeing enough potential to consider LLMs as a valuable option. The following are a few potential benefits: Improved accuracy and consistency LLMs can benefit from the high-quality translations stored in TMs, which can help improve the overall accuracy and consistency of the translations produced by the LLM.

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Large Language Models Prompt Engineering Prompt Engineer Metadata 98

Marktechpost

FEBRUARY 22, 2024

Large language models (LLMs) promise to revolutionize various creative fields, including animation, but face challenges in effectively interpreting natural language descriptions of motion. The rise of LLMs such as ChatGPT4 has spurred interest in applying generative AI to design fields.

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