John Snow Labs

APRIL 2, 2025

John Snow Labs, the AI for healthcare company, today announced the release of Generative AI Lab 7.0. The update enables domain experts, such as doctors or lawyers, to evaluate and improve custom-built large language models (LLMs) with precision and transparency.

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Artificial Inteligence Software Review Generative AI Technical Review 89

CIO

NOVEMBER 19, 2024

From obscurity to ubiquity, the rise of large language models (LLMs) is a testament to rapid technological advancement. Just a few short years ago, models like GPT-1 (2018) and GPT-2 (2019) barely registered a blip on anyone’s tech radar. In 2024, a new trend called agentic AI emerged. Do you see any issues?

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AWS Machine Learning - AI

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). For this post, we run the code in a Jupyter notebook within VS Code and use Python.

Software Review 119

Software Review Artificial Inteligence Generative AI AWS 119

CIO

APRIL 29, 2025

Traditionally, the main benefit that generative AI technology offered DevOps teams was the ability to produce things, such as code, quickly and automatically. But not all DevOps work involves generating things. As a result, most AI use cases were limited to asking AI models to do things like summarize information.

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AWS Machine Learning - AI

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. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation.

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AWS Machine Learning - AI

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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CIO

OCTOBER 22, 2024

Artificial Intelligence continues to dominate this week’s Gartner IT Symposium/Xpo, as well as the research firm’s annual predictions list. “It It is clear that no matter where we go, we cannot avoid the impact of AI,” Daryl Plummer, distinguished vice president analyst, chief of research and Gartner Fellow told attendees. “AI

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Artificial Inteligence Energy Healthcare Technical Review 203

AWS Machine Learning - AI

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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AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline.

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Generative AI Technical Review Insurance Policies 97

AWS Machine Learning - AI

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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Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

APRIL 10, 2025

The introduction of Amazon Nova models represent a significant advancement in the field of AI, offering new opportunities for large language model (LLM) optimization. In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline.

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CIO

APRIL 29, 2025

Add outdated components or frameworks to the mix, and the difficulty to maintain the code compounds. Just as generative AI tools are fundamentally changing the ways developers write code, theyre being used to refactor code as well. But overall, the use case for AI is promising. Sniffing out code smells.

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AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Principal needed a solution that could be rapidly deployed without extensive custom coding.

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Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

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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Xebia

OCTOBER 15, 2024

I got to deliver a session on a topic I’m very passionate about: using different forms of generative AI to generate self-guided meditation sessions. I was happy enough with the result that I immediately submitted the abstract instead of reviewing it closely. This year, I had the pleasure of speaking at NDC Oslo.

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AWS Machine Learning - AI

DECEMBER 4, 2024

About the NVIDIA Nemotron model family At the forefront of the NVIDIA Nemotron model family is Nemotron-4, as stated by NVIDIA, it is a powerful multilingual large language model (LLM) trained on an impressive 8 trillion text tokens, specifically optimized for English, multilingual, and coding tasks.

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Artificial Inteligence Microservices Generative AI AWS 105

CIO

JANUARY 5, 2025

Despite the huge promise surrounding AI, many organizations are finding their implementations are not delivering as hoped. 1] The limits of siloed AI implementations According to SS&C Blue Prism , an expert on AI and automation, the chief issue is that enterprises often implement AI in siloes.

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CIO

JULY 30, 2024

The launch of ChatGPT in November 2022 set off a generative AI gold rush, with companies scrambling to adopt the technology and demonstrate innovation. They have a couple of use cases that they’re pushing heavily on, but they are building up this portfolio of traditional machine learning and ‘predictive’ AI use cases as well.”

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CIO

AUGUST 9, 2024

As business leaders look to harness AI to meet business needs, generative AI has become an invaluable tool to gain a competitive edge. What sets generative AI apart from traditional AI is not just the ability to generate new data from existing patterns.

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CIO

NOVEMBER 6, 2024

Artificial intelligence has moved from the research laboratory to the forefront of user interactions over the past two years. Whether summarizing notes or helping with coding, people in disparate organizations use gen AI to reduce the bind associated with repetitive tasks, and increase the time for value-acting activities.

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AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Developers need code assistants that understand the nuances of AWS services and best practices.

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CIO

NOVEMBER 7, 2024

Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. We activate the AI just in time,” says Sastry Durvasula, chief information and client services officer at financial services firm TIAA.

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O'Reilly Media - Ideas

APRIL 22, 2025

Some of you might have read my recent piece for O’Reilly Radar where I detailed my journey adding AI chat capabilities to Python Tutor , the free visualization tool that’s helped millions of programming students understand how code executes. Let me walk you through a recent example that perfectly illustrates this approach.

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Software Review Systems Review Technical Review Generative AI 103

AWS Machine Learning - AI

APRIL 30, 2025

With the advent of generative AI solutions, a paradigm shift is underway across industries, driven by organizations embracing foundation models (FMs) to unlock unprecedented opportunities. FloQasts software (created by accountants, for accountants) brings AI and automation innovation into everyday accounting workflows.

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Artificial Inteligence Technical Review Software Review Generative AI 95

AWS Machine Learning - AI

APRIL 21, 2025

In this blog post, we discuss how Prompt Optimization improves the performance of large language models (LLMs) for intelligent text processing task in Yuewen Group. Evolution from Traditional NLP to LLM in Intelligent Text Processing Yuewen Group leverages AI for intelligent analysis of extensive web novel texts.

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CIO

SEPTEMBER 6, 2023

Since ChatGPT’s release in November of 2022, there have been countless conversations on the impact of similar large language models. Generative AI has forced organizations to rethink how they work and what can and should be adjusted. Even with safeguards in place, AI might be capable of breaking security.

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AWS Machine Learning - AI

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. In this post, we evaluate different generative AI operating model architectures that could be adopted.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications.

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CIO

NOVEMBER 7, 2023

Generative AI adoption is growing in the workplace—and for good reason. But the double-edged sword to these productivity gains is one of generative AI’s known Achilles heels: its ability to occasionally “ hallucinate ,” or present incorrect information as fact. Here are a range of options IT can use to get started.

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CIO

SEPTEMBER 26, 2024

Coding assistants have been an obvious early use case in the generative AI gold rush, but promised productivity improvements are falling short of the mark — if they exist at all. The study measured pull request (PR) cycle time, or the time to merge code into a repository, and PR throughput, the number of pull requests merged.

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Software Review Artificial Inteligence Study Software Development 218

CIO

DECEMBER 10, 2024

times greater productivity improvements than their peers, Accenture notes, which should motivate CIOs to continue investing in AI strategies. Many early gen AI wins have centered around productivity improvements. For example, inside sales reps using AI to increase call volume and target ideal prospects can improve deal close rates.

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Weak Development Team Metrics Software Review Technical Review 215

AWS Machine Learning - AI

OCTOBER 16, 2024

The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows. Some local shows feature Flemish dialects, which can be difficult for some large language models (LLMs) to understand. A lower MER signifies better accuracy.

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Media Video Artificial Inteligence Generative AI 117

CIO

DECEMBER 11, 2024

Weve evaluated all the major open source large language models and have found that Mistral is the best for our use case once its up-trained, he says. Another consideration is the size of the LLM, which could impact inference time. For example, he says, Metas Llama is very large, which impacts inference time.

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AWS Machine Learning - AI

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

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CIO

AUGUST 19, 2024

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. McKinsey cites loan underwriting, code modernization, and marketing collateral among other potential knowledge work use cases.

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Generative AI Artificial Inteligence Organization Technical Review 215

AWS Machine Learning - AI

NOVEMBER 22, 2024

Today, we are excited to announce the general availability of Amazon Bedrock Flows (previously known as Prompt Flows). With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. After running your flow, choose Show trace to analyze the interaction.

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Generative AI Artificial Inteligence Knowledge Base AWS 121

CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. We will pick the optimal LLM. But the foray isn’t entirely new. We use AWS and Azure.

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