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.

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Generative AI Artificial Inteligence Machine Learning ChatGPT 214

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.

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Generative AI Artificial Inteligence Organization Technical Review 215

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.

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Generative AI Innovation Automotive Technical Review 183

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.

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Generative AI Artificial Inteligence ChatGPT Azure 192

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.

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Generative AI Artificial Inteligence Enterprise Software Review 174

CIO

JANUARY 25, 2024

Despite the mass embrace of generative AI in its first year of release, most organizations remain cautious about mass adoption. Two-thirds of risk executives surveyed by Gartner consider gen AI a top emerging risk. The potential benefits of generative AI are huge, and the rewards in success are worth pursuing.

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Generative AI Off-The-Shelf Strategy Technical Review 161

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.

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Generative AI Policies Artificial Inteligence Development 183

CIO

SEPTEMBER 6, 2023

Generative AI has forced organizations to rethink how they work and what can and should be adjusted. Specifically, organizations are contemplating Generative AI’s impact on software development. Their insights help answer questions and pose new questions for companies to consider when evaluating their AI investments.

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Generative AI Software Review Software Development Artificial Inteligence 179

TechCrunch

AUGUST 19, 2023

This week in AI, Amazon announced that it’ll begin tapping generative AI to “enhance” product reviews. Once it rolls out, the feature will provide a short paragraph of text on the product detail page that highlights the product capabilities and customer sentiment mentioned across the reviews.

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Systems Review Software Review Artificial Inteligence Weak Development Team 246

CIO

OCTOBER 17, 2024

Developers unimpressed by the early returns of generative AI for coding take note: Software development is headed toward a new era, when most code will be written by AI agents and reviewed by experienced developers, Gartner predicts. Coding agents will need to be transparent and allow programmers to review their output.

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Software Review Software Engineering Weak Development Team Engineering 212

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.

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Generative AI Software Review ChatGPT Systems Review 166

TechCrunch

MAY 3, 2023

A founder recently told TechCrunch+ that it’s hard to think about ethics when innovation is so rapid: People build systems, then break them, and then edit. Some investors said they tackle this by doing due diligence on a founder’s ethics to help determine whether they’ll continue to make decisions the firm can support.

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Technical Review Development Team Review Systems Review Artificial Inteligence 245

CIO

AUGUST 9, 2023

It’s an appropriate takeaway for another prominent and high-stakes topic, generative AI. Generative AI “fuel” and the right “fuel tank” Enterprises are in their own race, hastening to embrace generative AI ( another CIO.com article talks more about this). What does this have to do with technology?

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Generative AI Storage Scalability Technical Review 147

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

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Generative AI Artificial Inteligence Systems Review Software Review 130

TechCrunch

MARCH 1, 2023

Companies can access Sesamm’s flagship product, TextReveal , via several conduits, including an API that brings Sesamm’s NLP engine into their own systems. Elsewhere, private equity firms can use Sesamm for due diligence on potential acquisition or investment targets.

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Systems Review Technical Review ChatGPT Artificial Inteligence 230

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?

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Generative AI Data Artificial Inteligence Video 148

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.

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Generative AI Artificial Inteligence Open Source ChatGPT 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. Bad actors have the potential to train AI to spot and exploit vulnerabilities in tech stacks or business systems. Exploiting technology vulnerabilities.

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Security Generative AI Artificial Inteligence Innovation 146

CIO

JANUARY 3, 2024

Other respondents said they aren’t using any generative AI models, are building their own, or are using an open-source alternative. Synthetic media, which includes AI-generated text, images, audio, and video, grew by 222% compared to the previous year. And the AI writing assistant category grew by 177%.

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Technical Review Generative AI Systems Review Software Review 197

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

CIO

SEPTEMBER 9, 2024

With less time lost due to confusion or misunderstandings, DevSecOps teams can devote more of their attention to strategic tasks such as vulnerability remediation. The technology can review code more thoroughly than humans can, identifying patterns that might not seem obvious. Train genAI models on internal data.

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Software Review Weak Development Team Systems Review Technical Review 187

AWS Machine Learning - AI

AUGUST 6, 2024

I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. As we’ve all heard, large language models (LLMs) are transforming the way we leverage artificial intelligence (AI) and enabling businesses to rethink core processes.

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Generative AI Artificial Inteligence Applications Knowledge Base 128

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

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Generative AI AWS Applications Artificial Inteligence 123

CIO

MARCH 7, 2023

Salesforce was an early adopter of artificial intelligence (AI) with its Einstein recommendation tools, but it is taking a cautious approach to deploying the latest AI trend, generative AI. Interest in generative AI from customers is high, Shih said. “We

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Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 145

CIO

JUNE 18, 2024

Enterprise resource planning (ERP) is ripe for a major makeover thanks to generative AI, as some experts see the tandem as a perfect pairing that could lead to higher profits at enterprises that combine them. At the same time, gen AI will make bill collections faster and cheaper, leading to increased profits, the report adds.

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Enterprise Software Review Systems Review Generative AI 201

AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. This data includes manuals, communications, documents, and other content across various systems like SharePoint, OneNote, and the company’s intranet.

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Generative AI AWS Groups Artificial Inteligence 120

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. In this post, we explore how LLMs can be used to design marketing content for disease awareness.

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Artificial Inteligence Generative AI Lambda Healthcare 121

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 124

Technical Review Software Review Systems Review Generative AI 124

TechCrunch

AUGUST 17, 2023

Hasani is the Principal AI and Machine Learning Scientist at the Vanguard Group and a Research Affiliate at CSAIL MIT, and served as the paper’s lead author. These are neural networks that can stay adaptable, even after training,” Hasani says in the video, which appeared online in January. Sign up for Actuator here.

Network 246

Network Artificial Inteligence Machine Learning Systems Review 246

CIO

JULY 11, 2024

Manufacturers are implementing generative AI initiatives slower than anticipated due to accuracy concerns, according to a report from Lucidworks. The study surveyed over 2,500 global AI decision-makers and found that 58% of manufacturing leaders plan to increase AI spending in 2024, down from 93% in 2023.

Technical Review 187

Technical Review Generative AI Open Source Systems Review 187

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.

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Generative AI Artificial Inteligence AWS Government 115

AWS Machine Learning - AI

JUNE 18, 2024

To extract key information from high volumes of documents from emails and various sources, companies need comprehensive automation capable of ingesting emails, file uploads, and system integrations for seamless processing and analysis. These procedures cost money, take a long time, and are prone to mistakes.

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Generative AI Artificial Inteligence AWS Technical Review 116

AWS Machine Learning - AI

MAY 9, 2024

In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results. Conversational AI assistants are rapidly transforming customer and employee support.

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Generative AI Artificial Inteligence Technical Review Development Team Review 132

CIO

DECEMBER 8, 2023

Barely a year after the release of ChatGPT and other generative AI tools, 75% of surveyed companies have already put them to work, according to a VentureBeat report. In AI parlance, they’re called hallucinations. Hallucinations occur when the data being used to train LLMs is of poor quality or incomplete. Generative AI

Software Review 183

Software Review Technical Review Systems Review Generative AI 183

CIO

JULY 29, 2024

Generative AI has been the topic of conversation since OpenAI thrust it into the mainstream. The principle of “garbage in, garbage out” is particularly relevant here; if the input data is flawed, the AI-generated outcomes will be equally flawed and essentially worthless.

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Generative AI Technical Review Systems Review Compliance 122

AWS Machine Learning - AI

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. Use case overview Using generative AI, we built Account Summaries by seamlessly integrating both structured and unstructured data from diverse sources.

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Generative AI AWS Artificial Inteligence Technical Review 119

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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Generative AI AWS Enterprise Artificial Inteligence 108