AWS Machine Learning - AI

OCTOBER 22, 2024

Customers have built their own ML architectures on bare metal machines using open source solutions such as Kubernetes, Slurm, and others. To address various business and technical use cases, Amazon SageMaker offers two options for distributed pre-training and fine-tuning: SageMaker training jobs and SageMaker HyperPod.

Generative AI 79

Generative AI Training Artificial Inteligence Technical Advisors 79

CIO

JULY 18, 2023

The CIO’s biggest hiring challenge is clear: “There is simply not enough talent to go around,” says Scott duFour, global CIO of business payments company Fleetcor, for whom positions in areas such as AI, cloud architecture, and data science remain the toughest to fill. The net result?

Technical Advisors 148

Technical Advisors Artificial Inteligence Generative AI How To 148

AWS Machine Learning - AI

MAY 31, 2024

Many organizations are building generative AI applications and powering them with RAG-based architectures to help avoid hallucinations and respond to the requests based on their company-owned proprietary data, including personally identifiable information (PII) data. The following diagram depicts a high-level RAG architecture.

Knowledge Base 121

Knowledge Base Artificial Inteligence AWS Serverless 121

CIO

AUGUST 1, 2024

Independent bodies play an essential role in this, not only with regard to the binding requirements, but also in the voluntary AI testing market.” According to Bühler, companies would be well advised to familiarize themselves with the requirements now, especially regarding the transition periods. “It

Innovation 179

Innovation Artificial Intelligence Artificial Inteligence Technical Advisors 179

CIO

APRIL 22, 2024

She cites the work of the company’s IT Internal Tools team and specifically its creation of company tooling and generative AI-powered applications. He advises CIOs to join colleagues on sales calls to gain that insight. “If Principal Financial Group CIO Kathy Kay takes a similar approach to Lieberman’s.

Technical Advisors 190

Technical Advisors Strategy Survey Agile 190

CIO

AUGUST 28, 2023

To achieve that, Loura recognized the need to give up time performing the technical work he loved to do more of that decision-making. Srini Koushik, EVP and CTO, Rackspace Technology Rackspace Technology Koushik credits all his past positions for preparing him for where he is now and the AI role specifically.

Fractional CTO 148

Fractional CTO CTO Leadership Technical Review 148

AWS Machine Learning - AI

JULY 18, 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.

Artificial Inteligence 107

Artificial Inteligence Generative AI Data Technical Review 107

AWS Machine Learning - AI

FEBRUARY 6, 2024

We address this skew with generative AI models (Falcon-7B and Falcon-40B), which were prompted to generate event samples based on five examples from the training set to increase the semantic diversity and increase the sample size of labeled adverse events. 0.929 BioBERT with HPO and synthetically generated adverse event 0.90

Artificial Inteligence 110

Artificial Inteligence Pharmaceuticals Healthcare AWS 110

AWS Machine Learning - AI

AUGUST 2, 2024

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Traditionally, earnings call scripts have followed similar templates, making it a repeatable task to generate them from scratch each time. In the following sections, we discuss the workflows of each method in more detail.

Artificial Inteligence 118

Artificial Inteligence Engineering Generative AI Comparison 118

AWS Machine Learning - AI

JANUARY 9, 2024

With the rapid adoption of generative AI applications, there is a need for these applications to respond in time to reduce the perceived latency with higher throughput. Large language models (LLMs) are a type of FM that generate text as a response of the user inference.

Artificial Inteligence 119

Artificial Inteligence Generative AI AWS Technical Advisors 119

Apiumhub

JUNE 27, 2023

While AI can provide coding examples at present, in the future, AI models might aid engineers in answering questions about architectures and design patterns. Communication between technical and non-technical stakeholders can indeed be a significant challenge in software development.

Software Review 74

Software Review Development Team Review ChatGPT Software Development 74

AWS Machine Learning - AI

AUGUST 6, 2024

Originating from advancements in artificial intelligence (AI) and deep learning, these models are designed to understand and translate descriptive text into coherent, aesthetically pleasing music. Generative AI models are revolutionizing music creation and consumption.

Generative AI 85

Generative AI AWS Technical Advisors Artificial Inteligence 85

Tenable

MAY 10, 2024

The 40-page document seeks “to assist procuring organizations to make informed, risk-based decisions” about digital products and services, and is aimed at executives, cybersecurity teams, product developers, risk advisers, procurement specialists and others. “It What does it take?

Software Review 67

Software Review Weak Development Team Software Generative AI 67

Tenable

APRIL 19, 2024

Check out the AI security recommendations jointly published this week by cybersecurity agencies from the Five Eyes countries: Australia, Canada, New Zealand, the U.K. Deploying AI systems securely requires careful setup and configuration that depends on the complexity of the AI system, the resources required (e.g., and the U.S.

Artificial Inteligence 76

Artificial Inteligence Trends Analysis Technical Advisors 76

Capgemini

AUGUST 16, 2024

Building Gen AI applications for business growth – actions behind the scenes Capgemini 21 Mar 2024 Facebook Linkedin Over the last few years, we have been witnessing a strong adoption of artificial intelligence and machine learning (AI/ML) across industries with a wide variety of applications. Measure and improve.

Artificial Inteligence 52

Artificial Inteligence Applications Technical Advisors Technical Review 52

AWS Machine Learning - AI

SEPTEMBER 19, 2024

The RAG architecture queries and retrieves relevant information from the SharePoint source to provide contextual responses based on the user’s input. Solutions Architect based out of the New York City region, helping customers in their cloud transformation, AI/ML, and data initiatives. Abhi Patlolla is a Sr.

Knowledge Base 83

Knowledge Base Data Technical Advisors AWS 83

Mobilunity

NOVEMBER 6, 2024

Technical seniority, though, doesn’t always assume the same level of leadership skills. Need close mentorship for code reviews, technical training, and developing project awareness, helping them grow into independent contributors. Require occasional guidance on complex architectural decisions or novel challenges.

Artificial Inteligence 52

Artificial Inteligence Technical Review Engineering Artificial Intelligence 52

Mobilunity

NOVEMBER 11, 2024

The recent McKinsey report indicates that the Generative AI (which the Large Language Model is) surged up to 72% in 2024, proving reliability and driving innovation to businesses. The technical side of LLM engineering Now, let’s identify what LLM engineering means in general and take a look at its inner workings.

Artificial Inteligence 52

Artificial Inteligence Handbook Engineering Technical Review 52

AWS Machine Learning - AI

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

Generative AI 133

Generative AI Artificial Inteligence Security Applications 133

CIO

OCTOBER 24, 2023

With generative AI now a firm digital transformation priority , 2023-24 will mark the beginning of an AI-driven transformation era. IT loves solutioning and implementing, especially when some underlying technical limitations are rooted in legacy systems and technical debt.

Technical Advisors 217

Technical Advisors Technical Review Artificial Inteligence Change Management 217

O'Reilly Media - Ideas

JANUARY 25, 2024

While we like to talk about how fast technology moves, internet time, and all that, in reality the last major new idea in software architecture was microservices, which dates to roughly 2015. Generative AI is the wild card: Will it help developers to manage complexity? It’s tempting to look at AI as a quick fix.

Trends 142

Trends Technical Review Technology Artificial Inteligence 142

AWS Machine Learning - AI

JANUARY 24, 2025

A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. If there are security risks that cant be clearly identified, then they cant be addressed, and that can halt the production deployment of the generative AI application.

Generative AI 94

Generative AI Artificial Inteligence Lambda AWS 94

CIO

APRIL 14, 2025

Fabien Cros, chief data and AI officer at global consulting firm Ducker Carlisle who also advises clients through the firms SparkWise Solutions, has observed other organizations pushing off transformation efforts in favor of AI experimentation. Many companies are trying to leapfrog, and theres no way they can leapfrog.

Technical Advisors 188

Technical Advisors Budget Research Technology 188

CIO

JANUARY 23, 2025

Questionable outcomes and a lack of confidence in generative AIs promised benefits are proving to be key barriers to enterprise adoption of the technology. Most organizations should avoid trying to build their own bespoke generative AI models unless they work in very high-value and very niche use cases, Beswick adds.

Strategy 190

Strategy Technical Advisors Technical Review Survey 190

CIO

FEBRUARY 13, 2025

Subtle input data manipulations can cause AI systems to make incorrect decisions, jeopardizing their reliability. Compromised datasets used in training AI models can degrade system accuracy. Generative AI risks. Adopt ethical AI frameworks. AI models still require ongoing maintenance to be effective.

Technical Advisors 174

Technical Advisors Technical Review Compliance Systems Review 174

AWS Machine Learning - AI

FEBRUARY 10, 2025

To solve this challenge, RDC used generative AI , enabling teams to use its solution more effectively: Data science assistant Designed for data science teams, this agent assists teams in developing, building, and deploying AI models within a regulated environment.

Generative AI 84

Generative AI AWS Artificial Inteligence Data 84

CIO

APRIL 8, 2025

Key recommendations include investing in AI-powered cleansing tools and adopting federated governance models that empower domains while ensuring enterprise alignment. We also examine how centralized, hybrid and decentralized data architectures support scalable, trustworthy ecosystems.

Weak Development Team 153

Weak Development Team Technical Review Technical Advisors Systems Review 153

CIO

OCTOBER 16, 2024

But gen AI in the enterprise has seen incredible hype, with actually few value-added use cases , analysts popping the bubble, and some tech leaders pulling the plug. The recent deceleration in interest around AI has Tim Crawford, CIO Strategic Advisor at AVOA, cautioning leaders to make sensible investments.

Technical Advisors 215

Technical Advisors Technical Review Energy CTO Coach 215

AWS Machine Learning - AI

APRIL 7, 2025

Be advised that the prompt caching feature is model-specific. The following use cases are well-suited for prompt caching: Chat with document By caching the document as input context on the first request, each user query becomes more efficient, enabling simpler architectures that avoid heavier solutions like vector databases.

Generative AI 121

Generative AI Firewall AWS Artificial Inteligence 121

AWS Machine Learning - AI

OCTOBER 25, 2024

Amazon Bedrock is a fully managed service that provides API access to foundation models (FMs) from Amazon and other leading AI startups. This approach is both architecturally and organizationally scalable, enabling Planview to rapidly develop and deploy new AI skills to meet the evolving needs of their customers.

Project Management 105

Project Management Scalability Artificial Inteligence Generative AI 105

CIO

APRIL 3, 2025

Its a subject close to the CIO of Rockwell Automation, an Nvidia customer and partner at the forefront of edge AI computing. fundamentally redefines how AI capabilities integrate into every facet of our industrial and personal environments. Clean data in will always be critical for a clean output, but its a delicate balance.

Technical Review 114

Technical Review Data Center Technical Advisors Healthcare 114

AWS Machine Learning - AI

APRIL 2, 2025

Combining the resiliency of SageMaker HyperPod and the efficiency of Ray provides a powerful framework to scale up your generative AI workloads. Overview of Ray This section provides a high-level overview of the Ray tools and frameworks for AI/ML workloads. The following diagram illustrates the solution architecture.

Scalability 95

Scalability Artificial Inteligence AWS Training 95

CIO

MARCH 5, 2025

Likewise, behavioral ethical dilemmas such as automation bias, moral hazard, self-misrepresentation, academic deceit, malicious intent, social engineering and unethical content generation are typically out of the passive control of technology. It also focuses heavily on technical standards and cross-sectoral applications.

Development 182

Development Artificial Inteligence Technical Review Technical Advisors 182