CIO

MAY 10, 2024

Sastry Durvasula, chief information and client services officer at TIAA, says the multilayered platform’s extensive use of machine learning as part of its customer service line partnership with Google AI makes JSOC a formidable tool for financial and retirement planning and guiding customers through complex financial journeys.

Artificial Inteligence 174

Artificial Inteligence Machine Learning Off-The-Shelf Generative AI 174

CIO

JANUARY 9, 2024

That quote aptly describes what Dell Technologies and Intel are doing to help our enterprise customers quickly, effectively, and securely deploy generative AI and large language models (LLMs).Many Knowing these lessons before generative AI adoption will likely save time, improve outcomes, and reduce risks and potential costs.

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Artificial Inteligence Enterprise Generative AI Technical Review 179

AWS Machine Learning - AI

MARCH 18, 2025

Today, generative AI can help bridge this knowledge gap for nontechnical users to generate SQL queries by using a text-to-SQL application. This application allows users to ask questions in natural language and then generates a SQL query for the users request. The following diagram provides more details about embeddings.

Artificial Inteligence 107

Artificial Inteligence Applications Generative AI Off-The-Shelf 107

AWS Machine Learning - AI

SEPTEMBER 6, 2024

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. Ground truth data in AI refers to data that is known to be true, representing the expected outcome for the system being modeled. Question Answer Fact Who is Andrew R.

Generative AI 92

Generative AI Metrics Artificial Inteligence Systems Review 92

CIO

SEPTEMBER 6, 2024

And they see the big picture across the enterprise and how AI fits into its overall modernization and transformation strategies. CIOs are: Preparing for disruption Spending on AI is expected to reach $26B in the next three years. Gartner Research indicates that 55 percent of CIOs will use genAI in some form over the next 24 months.

Enterprise 107

Enterprise Off-The-Shelf Artificial Inteligence SDLC 107

CIO

APRIL 14, 2023

A broad spectrum of tools has arisen to facilitate software development in the enterprise, from no-code platforms like Bubble and low-code drag-and-drop tools , both stand-alone and integrated into enterprise applications, to intelligent tools that use machine learning to suggest lines of code to professional developers as they work.

Technical Advisors 173

Technical Advisors CTO Coach Off-The-Shelf Software Development 173

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system.

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Artificial Inteligence Serverless Engineering Machine Learning 124

CIO

NOVEMBER 27, 2023

That’s not to say they’re looking to ditch their roles or smash machines, as the real Luddites had. AI fallout It doesn’t take a data scientist to predict that AI would be on this list. After all, even industry leaders have raised alarms over AI , warning that the technology poses an existential threat to humanity.

Fractional CTO 207

Fractional CTO Artificial Inteligence CTO Coach Budget 207

AWS Machine Learning - AI

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them.

Artificial Inteligence 125

Artificial Inteligence Data AWS Generative AI 125

CIO

MARCH 13, 2024

L’analisi dei dati attraverso l’apprendimento automatico (machine learning, deep learning, reti neurali) è la tecnologia maggiormente utilizzata dalle grandi imprese che utilizzano l’IA (51,9%). Le reti neurali sono il modello di machine learning più utilizzato oggi.

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Artificial Inteligence Machine Learning Software Review CTO Coach 158

Tenable

MARCH 28, 2025

1 - NIST categorizes attacks against AI systems, offers mitigations Organizations deploying artificial intelligence (AI) systems must be prepared to defend them against cyberattacks not a simple task. government this week published a report to help organizations identify, address and manage cyber risks faced by AI systems.

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Artificial Inteligence Off-The-Shelf Artificial Intelligence Machine Learning 69

AWS Machine Learning - AI

DECEMBER 22, 2023

These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos. Despite the great generalization capabilities of these models, there are often use cases where these models have to be adapted to new tasks or domains.

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Artificial Inteligence Training Metrics Off-The-Shelf 119

Cloudera

SEPTEMBER 7, 2023

With the emergence of new creative AI algorithms like large language models (LLM) fromOpenAI’s ChatGPT, Google’s Bard, Meta’s LLaMa, and Bloomberg’s BloombergGPT—awareness, interest and adoption of AI use cases across industries is at an all time high. But it’s also fraught with risk.

Insurance 83

Insurance Artificial Inteligence Data Open Source 83

CIO

SEPTEMBER 10, 2024

Anzi, nella maggior parte dei settori, prevalgono le imprese che spendono più del 20% del budget digitale sull’AI “classica” o “analytical AI”, ovvero machine learning per estrarre conoscenza utile per il business. Le imprese continuano a investire sulle due tecnologie (in media, una quota di almeno il 5% del budget digitale).

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Artificial Inteligence Off-The-Shelf Budget Banking 97

Palo Alto Networks

MAY 7, 2024

While artificial intelligence (AI) technology has been around for a while, there is no arguing that it has become mainstream over the last year. While the rapid adoption of AI technology has certainly improved how we run our businesses, it has also created new opportunities for cyber threat actors.

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Artificial Inteligence Weak Development Team Malware Off-The-Shelf 52

Sunflower Lab

FEBRUARY 8, 2024

No organization wants to deal with slow and repetitive tasks and so comes the creation of bots, AI agents and virtual assistants. Chatbot Assistants have become the go-to solution for every manager for better customer experience, report generation and generating any other information.

Artificial Inteligence 52

Artificial Inteligence Real Estate Healthcare Artificial Intelligence 52

CIO

JULY 10, 2024

Google has finally fixed its AI recommendation to use non-toxic glue as a solution to cheese sliding off pizza. The company that invented the very idea of gen AI is having trouble teaching its chatbot it shouldn’t treat satirical Onion articles and Reddit trolls as sources of truth. It can be harmful if ingested.

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Artificial Inteligence Enterprise Off-The-Shelf Generative AI 204

CIO

JANUARY 12, 2024

First and foremost is generative AI, which has shaken up nearly every aspect of enterprise IT, but is having a profound impact on customer-facing applications. Another important application of ML/AI is data analytics. An estimated 90% of companies with 10 or more employees already have at least one CRM system.

Trends 192

Trends Artificial Inteligence Generative AI Off-The-Shelf 192

CIO

DECEMBER 31, 2024

If followed right, more data can be used in the apps and AI solutions that are built as new data comes in, says Francesco Marzoni, chief data and analytics officer at Ingka, the holding company that runs most of Ikeas department stores. One-year, full-time education The expertise around AI and data isnt isolated in Marzonis department.

Examples 192

Examples Off-The-Shelf Artificial Inteligence Machine Learning 192

AWS Machine Learning - AI

APRIL 24, 2025

Recent advances in generative AI have led to the rapid evolution of natural language to SQL (NL2SQL) technology, which uses pre-trained large language models (LLMs) and natural language to generate database queries in the moment. As a result, NL2SQL solutions for enterprise data are often incomplete or inaccurate.

Artificial Inteligence 107

Artificial Inteligence Enterprise Generative AI Technical Review 107

AWS Machine Learning - AI

APRIL 4, 2025

However, these methods often result in LLMs expressing unintended behaviors such as making up facts (hallucinations), generating biased or toxic text, or simply not following user instructions. Supervised learning can help tune LLMs by using examples demonstrating some desired behaviors, which is called supervised fine-tuning (SFT).

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Artificial Inteligence Training Systems Review Software Review 103