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.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. However, the capturing of keystrokes into a log is not always an option.

Generative AI 103

Generative AI Video Analysis Technical Review 103

CIO

JUNE 13, 2024

Over the past year, generative AI – artificial intelligence that creates text, audio, and images – has moved from the “interesting concept” stage to the deployment stage for retail, healthcare, finance, and other industries. On today’s most significant ethical challenges with generative AI deployments….

Generative AI 206

Generative AI Artificial Inteligence Innovation Artificial Intelligence 206

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.

Generative AI 80

Generative AI Organization Enterprise Artificial Inteligence 80

CIO

DECEMBER 20, 2023

THE BOOM OF GENERATIVE AI Digital transformation is the bleeding edge of business resilience. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape.

Generative AI 193

Generative AI Software Review Technical Review Weak Development Team 193

CIO

SEPTEMBER 29, 2023

If any technology has captured the collective imagination in 2023, it’s generative AI — and businesses are beginning to ramp up hiring for what in some cases are very nascent gen AI skills, turning at times to contract workers to fill gaps, pursue pilots, and round out in-house AI project teams.

Generative AI 214

Generative AI Machine Learning Artificial Inteligence ChatGPT 214

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.

Generative AI 80

Generative AI AWS Technical Review Backup 80

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. But the foray isn’t entirely new. We will pick the optimal LLM. We use AWS and Azure.

Generative AI 193

Generative AI Artificial Inteligence ChatGPT Azure 193

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. All aboard the multiagent train It might help to think of multiagent systems as conductors operating a train. Such systems are already highly automated.

Generative AI 215

Generative AI Artificial Inteligence Organization Technical Review 215

AWS Machine Learning - AI

APRIL 9, 2025

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. For example, consider a text summarization AI assistant intended for academic research and literature review. Such queries could be effectively handled by a simple, lower-cost model.

Artificial Inteligence 69

Artificial Inteligence Generative AI AWS Applications 69

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. billion in 2025 to USD 66.68 billion by 2032 with a CAGR of 30.1 %.

Data 105

Data Generative AI Artificial Inteligence Compliance 105

Xebia

APRIL 1, 2025

Eventually this path leads to disappointment: either the code does not work as hoped, or there was crucial information missing and the AI took a wrong turn somewhere. Even worse: we have seen Generative AI following the scouting rule where it starts to clean up after itself, changing code that did not need to be changed at all!

Software Review 130

Software Review Technical Review Systems Review Generative AI 130

CIO

NOVEMBER 19, 2024

In 2024, a new trend called agentic AI emerged. Agentic AI is the next leap forward beyond traditional AI to systems that are capable of handling complex, multi-step activities utilizing components called agents. However, they are used as a prominent component of agentic AI. LLMs by themselves are not agents.

Case Study 203

Case Study Artificial Inteligence Study Architecture 203

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? Without this actionable framework, even the most advanced AI systems will struggle to provide meaningful value, Srivastava says.

How To 191

How To Systems Review Technical Review Software Review 191

CIO

MARCH 7, 2023

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway. Generative AI can facilitate that.

Generative AI 174

Generative AI Artificial Inteligence Enterprise Software Review 174

Perficient

DECEMBER 31, 2024

Generative AI is a rapidly evolving field, and understanding its key terminologies is crucial for anyone seeking to navigate this exciting landscape. The Foundation of Generative AI Generative AI, as the name suggests, focuses on the creation of new content.

Generative AI 52

Generative AI Artificial Inteligence Software Review Systems Review 52

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. The tedious process of compiling hundreds of documents is also prone to errors.

Generative AI 122

Generative AI AWS Lambda Technical Review 122

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution.

Education 95

Education Report Technical Review Generative AI 95

CIO

APRIL 14, 2023

While there’s an open letter calling for all AI labs to immediately pause training of AI systems more powerful than GPT-4 for six months, the reality is the genie is already out of the bottle. When AI-generated code works, it’s sublime,” says Cassie Kozyrkov, chief decision scientist at Google.

Generative AI 183

Generative AI Policies Artificial Inteligence Development 183

CIO

APRIL 5, 2023

Midjourney, ChatGPT, Bing AI Chat, and other AI tools that make generative AI accessible have unleashed a flood of ideas, experimentation and creativity. Here are five key areas where it’s worth considering generative AI, plus guidance on finding other appropriate scenarios.

Generative AI 166

Generative AI Software Review ChatGPT Systems Review 166

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. AWS HealthScribe combines speech recognition and generative AI trained specifically for healthcare documentation to accelerate clinical documentation and enhance the consultation experience.

AWS 102

AWS Artificial Inteligence Generative AI Machine Learning 102

CIO

FEBRUARY 23, 2024

Generative AI takes a front seat As for that AI strategy, American Honda’s deep experience with machine learning positions it well to capitalize on the next wave: generative AI. The ascendent rise of generative AI last year has applied pressure on CIOs across all industries to tap its potential.

Generative AI 183

Generative AI Innovation Automotive Technical Review 183

AWS Machine Learning - AI

NOVEMBER 19, 2024

With Amazon Bedrock and other AWS services, you can build a generative AI-based email support solution to streamline email management, enhancing overall customer satisfaction and operational efficiency. AI integration accelerates response times and increases the accuracy and relevance of communications, enhancing customer satisfaction.

Knowledge Base 92

Knowledge Base Generative AI Technical Review Lambda 92

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Document upload When users need to provide context of their own, the chatbot supports uploading multiple documents during a conversation.

AWS 92

AWS Generative AI Technical Review Artificial Inteligence 92

AWS Machine Learning - AI

NOVEMBER 7, 2024

Generative AI has transformed customer support, offering businesses the ability to respond faster, more accurately, and with greater personalization. AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses.

Lambda 122

Lambda Enterprise Automotive Knowledge Base 122

AWS Machine Learning - AI

AUGUST 22, 2024

At the forefront of harnessing cutting-edge technologies in the insurance sector such as generative artificial intelligence (AI), Verisk is committed to enhancing its clients’ operational efficiencies, productivity, and profitability. Discovery Navigator recently released automated generative AI record summarization capabilities.

Generative AI 104

Generative AI Technical Review Software Review Systems Review 104

AWS Machine Learning - AI

NOVEMBER 20, 2024

By narrowing down the search space to the most relevant documents or chunks, metadata filtering reduces noise and irrelevant information, enabling the LLM to focus on the most relevant content. This approach narrows down the search space to the most relevant documents or passages, reducing noise and irrelevant information.

Artificial Inteligence 109

Artificial Inteligence Applications Knowledge Base Generative AI 109

TechCrunch

MAY 9, 2023

It’s not a great system — because it’s largely based on relationships, bias is baked into the recipe. Generative AI and copyright law: What’s the future for intellectual property? Image Credits: Sean Gladwell (opens in a new window) / Getty Images Are AI-generated works eligible for copyright protection?

Generative AI 178

Generative AI Meeting Technical Review Windows 178

Tenable

NOVEMBER 29, 2024

ICYMI, here are six things that’ll help you better understand AI security. 1 - Best practices for secure AI system deployment Looking for tips on how to roll out AI systems securely and responsibly? funding, technical expertise), and the infrastructure used (i.e., and the U.S. and the U.S.

Artificial Inteligence 75

Artificial Inteligence Research Generative AI Technical Review 75

AWS Machine Learning - AI

JANUARY 13, 2025

Enterprises provide their developers, engineers, and architects with a range of knowledge bases and documents, such as usage guides, wikis, and tools. This includes integrating data and systems and automating workflows and processes, and the creation of incredible digital experiencesall on a single, user-friendly platform.

Generative AI 95

Generative AI AWS Innovation Knowledge Base 95

AWS Machine Learning - AI

OCTOBER 29, 2024

This post guides you through implementing a queue management system that automatically monitors available job slots and submits new jobs as slots become available. This capability is particularly useful for tasks such as asynchronous embedding generation, large-scale text classification, and bulk content analysis. Choose Submit.

Scalability 114

Scalability Lambda Generative AI AWS 114

CIO

JULY 14, 2023

Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations. Since the release of ChatGPT last November, interest in generative AI has skyrocketed.

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

AWS Machine Learning - AI

MARCH 18, 2025

Audio-to-text translation The recorded audio is processed through an advanced speech recognition (ASR) system, which converts the audio into text transcripts. Data integration and reporting The extracted insights and recommendations are integrated into the relevant clinical trial management systems, EHRs, and reporting mechanisms.

Artificial Inteligence 103

Artificial Inteligence Technical Review Healthcare Systems Review 103

CIO

DECEMBER 13, 2023

Advances in AI, particularly generative AI, have made deriving value from unstructured data easier. Yet IDC says that “master data and transactional data remain the highest percentages of data types processed for AI/ML solutions across geographies.” What’s different now?

Generative AI 148

Generative AI Data Artificial Inteligence Video 148

AWS Machine Learning - AI

JUNE 18, 2024

Many companies across all industries still rely on laborious, error-prone, manual procedures to handle documents, especially those that are sent to them by email. Intelligent automation presents a chance to revolutionize document workflows across sectors through digitization and process optimization.

Generative AI 114

Generative AI Artificial Inteligence AWS Technical Review 114

CIO

FEBRUARY 6, 2024

It’s something completely different, and potentially interesting, except for a few fatal flaws that shed light on the hard road CIOs are in for as we enter the era of enterprise software enhanced everywhere by generative AI. The remaining 80% is unstructured: emails, documents, presentations, spreadsheets, voicemails, and so on.

Generative AI 148

Generative AI Software Review Artificial Intelligence Artificial Inteligence 148

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. Bad actors have the potential to train AI to spot and exploit vulnerabilities in tech stacks or business systems. Exploiting technology vulnerabilities.

Security 147

Security Generative AI Artificial Inteligence Innovation 147