AWS Machine Learning - AI

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries.

Artificial Inteligence 117

Artificial Inteligence Applications Knowledge Base Generative AI 117

AWS Machine Learning - AI

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

APRIL 29, 2025

In the era of generative AI , new large language models (LLMs) are continually emerging, each with unique capabilities, architectures, and optimizations. We also discuss the lessons learned and best practices for you to implement the solution for your real-world use cases.

Artificial Inteligence 86

Artificial Inteligence Performance Data Generative AI 86

CIO

NOVEMBER 15, 2024

According to a release issued by DHS, “this first-of-its kind resource was developed by and for entities at each layer of the AI supply chain: cloud and compute providers, AI developers, and critical infrastructure owners and operators — as well as the civil society and public sector entities that protect and advocate for consumers.”

Infrastructure 178

Infrastructure Guidelines Government Artificial Inteligence 178

Tenable

NOVEMBER 29, 2024

There has been automation in threat detection for a number of years, but we're also seeing more AI in general. We're seeing the large models and machine learning being applied at scale," Josh Schmidt, partner in charge of the cybersecurity assessment services team at BPM, a professional services firm, told TechTarget.

Artificial Inteligence 75

Artificial Inteligence Research Generative AI Technical Review 75

CIO

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. The rest are on premises.

Generative AI 201

Generative AI Artificial Inteligence AWS Machine Learning 201

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.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

APRIL 29, 2025

Generative AI is rapidly reshaping industries worldwide, empowering businesses to deliver exceptional customer experiences, streamline processes, and push innovation at an unprecedented scale. Specifically, we discuss Data Replys red teaming solution, a comprehensive blueprint to enhance AI safety and responsible AI practices.

Generative AI 72

Generative AI Weak Development Team AWS Artificial Inteligence 72

CIO

AUGUST 9, 2024

Generative AI gives organizations the unique ability to glean fresh insights from existing data and produce results that go beyond the original input. Companies eager to harness these benefits can leverage ready-made, budget-friendly models and customize them with proprietary business data to quickly tap into the power of AI.

Generative AI 210

Generative AI Off-The-Shelf Artificial Inteligence Guidelines 210

AWS Machine Learning - AI

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. This process involves updating the model’s weights to improve its performance on targeted applications.

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. Yasmine Rodriguez, CTO of Asure.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation.

Artificial Inteligence 132

Artificial Inteligence Generative AI Lambda Healthcare 132

John Snow Labs

NOVEMBER 8, 2024

Our results indicate that, for specialized healthcare tasks like answering clinical questions or summarizing medical research, these smaller models offer both efficiency and high relevance, positioning them as an effective alternative to larger counterparts within a RAG setup. The prompt is fed into the LLM.

Artificial Inteligence 52

Artificial Inteligence Healthcare Case Study Comparison 52

AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.

Education 112

Education Report Technical Review Generative AI 112

CIO

JANUARY 14, 2025

What are we trying to accomplish, and is AI truly a fit? ChatGPT set off a burst of excitement when it came onto the scene in fall 2022, and with that excitement came a rush to implement not only generative AI but all kinds of intelligence. Employees will find ways to drive incremental value, efficiency, and automation.

Strategy 211

Strategy Fractional CTO Technical Advisors Generative AI 211

AWS Machine Learning - AI

AUGUST 6, 2024

I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs.

Generative AI 139

Generative AI Artificial Inteligence Applications Knowledge Base 139

TechCrunch

FEBRUARY 28, 2023

Founded by former Adobe CTO Abhay Parasnis, Typeface attempts to combine generative AI with a brand’s tone, audiences and workflows to — as Parasnis rather aspirationally puts it — “reimagine” content workflows and corporate content development.

Generative AI 246

Generative AI Enterprise Advertising ChatGPT 246

John Snow Labs

FEBRUARY 12, 2025

John Snow Labs’ Medical Language Models library is an excellent choice for leveraging the power of large language models (LLM) and natural language processing (NLP) in Azure Fabric due to its seamless integration, scalability, and state-of-the-art accuracy on medical tasks.

Artificial Inteligence 52

Artificial Inteligence Azure Healthcare Software Review 52

AWS Machine Learning - AI

MARCH 18, 2025

This is where the integration of cutting-edge technologies, such as audio-to-text translation and large language models (LLMs), holds the potential to revolutionize the way patients receive, process, and act on vital medical information. These insights can include: Potential adverse event detection and reporting.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

CIO

MARCH 13, 2025

Weve taken a structured approach to prepare for AI one that balances risk, opportunity and education. Establishing AI guidelines and policies One of the first things we asked ourselves was: What does AI mean for us? If we didnt define it, our teams would and that could lead to inconsistency, risk or even legal exposure.

Company 186

Company Generative AI Insurance Education 186

Xebia

FEBRUARY 23, 2025

Additionally, investing in employee training and establishing clear ethical guidelines will ensure a smoother transition. By taking a measured, strategic approach, businesses can build a solid foundation for AI-driven transformation while maintaining trust and compliance. Here, security will remain the top priority.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

Generative AI 139

Generative AI Artificial Inteligence AWS Advertising 139

CIO

OCTOBER 11, 2024

Opportunities for all That was the starting point to roll out an AI tool to roughly all of Setterwalls’ 200 lawyers. Other staff, amounting to about 100, also received AI support, even if it was less niche, such as Microsoft’s Copilot. So all of this has been adapted for AI. “No

ChatGPT 190

ChatGPT Generative AI Guidelines Analysis 190

AWS Machine Learning - AI

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale.

Generative AI 129

Generative AI Artificial Inteligence AWS Government 129

TechCrunch

MARCH 20, 2023

Generative AI is already looking like the major tech trend of 2023. ” Under the hood, Tavus says that it uses machine learning to train a model on facial gestures and lip movements, creating a system that realistically mimics these movements in sync with synthesized audio.

Generative AI 220

Generative AI Video ChatGPT Real Estate 220

AWS Machine Learning - AI

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

CIO

APRIL 21, 2025

You dont need an LLM to tell you what the biggest change to IT departments is this year. The business will be more involved in shaping an intersectional business and technology strategy, and more technology work will take place in the business, with practitioners operating under corporate guidelines created by the CIO.

Technology 147

Technology How To Artificial Inteligence Generative AI 147

CIO

SEPTEMBER 7, 2023

The speed at which artificial intelligence (AI)—and particularly generative AI (GenAI)—is upending everyday life and entire industries is staggering. Keeping our AI approach interpretable and managing bias becomes crucial. Artificial Intelligence

Security 147

Security Generative AI Artificial Inteligence Innovation 147

CIO

JANUARY 30, 2024

That strength and much-needed support may have just arrived in an unlikely vehicle: AI and generative AI. Generative AI can help alleviate some of that workload by automating the grading process for various assignments and assessments. Generative AI can also help teachers craft educational content.

Generative AI 171

Generative AI Education Storage Guidelines 171

AWS Machine Learning - AI

APRIL 1, 2025

Whether youre using Amazon Q , Amazon Bedrock , or other AI tools in your workflow, AWS MCP Servers complement and enhance these capabilities with deep AWS specific knowledge to help you build better solutions faster. With specialties in Generative AI and SaaS, she loves helping her customers succeed in their business.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. For this post, we use Anthropic’s Claude models on Amazon Bedrock.

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

AWS Machine Learning - AI

NOVEMBER 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 111

Generative AI Guidelines Systems Review AWS 111

CIO

SEPTEMBER 25, 2024

As abruptly as generative AI burst on the scene, so too is the new language that’s come with it. A complete list of AI-related vocabulary would be thousands of entries long, but for the sake of urgent relevance, these are the terms heard most among CIOs, analysts, consultants, and other business executives.

Artificial Inteligence 214

Artificial Inteligence Open Source Training Software Review 214

AWS Machine Learning - AI

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

Generative AI 129

Generative AI Artificial Inteligence Technical Review Development Team Review 129

John Snow Labs

APRIL 29, 2025

In the era of large language models (LLMs)where generative AI can write, summarize, translate, and even reason across complex documentsthe function of data annotation has shifted dramatically. What was once a preparatory task for training AI is now a core part of a continuous feedback and improvement cycle.

Artificial Inteligence 52

Artificial Inteligence Training Tools Generative AI 52

CIO

MAY 1, 2024

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? To evaluate the tool, the team created shared guidelines for what a good response looks like.

Generative AI 215

Generative AI Artificial Inteligence Metrics Training 215

CIO

MARCH 11, 2025

This could be the year agentic AI hits the big time, with many enterprises looking to find value-added use cases. A key question: Which business processes are actually suitable for agentic AI? Steps that are highly repetitive and follow well-defined rules are prime candidates for agentic AI, Kelker says.

How To 191

How To Systems Review Technical Review Software Review 191