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.

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Generative AI Organization Enterprise Artificial Inteligence 85

CIO

NOVEMBER 7, 2024

Monica Caldas is an award-winning digital executive who leads a team of 5,000 technologists as the global CIO for Liberty Mutual Insurance. As a technology organization supporting a global insurance company, job No. Monica Caldas: I always think of technology as having a defensive and an offensive side. That’s the defensive side.

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Artificial Inteligence Development Generative AI Artificial Intelligence 180

CIO

MARCH 11, 2025

The virtual event also featured demos of EXL Code Harbor , a generative AI-powered code migration tool, and EXLs Insurance Large Language Model (LLM) , a purpose-built solution to the industrys challenges around claims adjudication and underwriting. It also delivers the best outcomes for both the insurers and the insured.

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Artificial Inteligence Enterprise Artificial Intelligence Insurance 162

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? Have you had training? Do you feel confident about being able to learn these things?

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Generative AI Artificial Inteligence Metrics Training 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. This is where some of our initial work with AI started,” Reihl says. “We We use AWS and Azure.

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Generative AI Artificial Inteligence ChatGPT Azure 193

John Snow Labs

APRIL 23, 2025

To support this, Generative AI Lab 7 brings built-in HCC coding support to accelerate and streamline clinical annotation workflows. Appends ICD-10 and HCC codes with pre-trained models and in-house built medical LLMs. The post Transforming Medicare Risk Adjustment with Generative AI Lab appeared first on John Snow Labs.

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Generative AI Software Review Systems Review Healthcare 52

CIO

MARCH 18, 2025

In an experiment, generative AI (genAI) outperformed doctors at crafting empathetic patient communications. What are 10 empathic ways generative AI could help them in their day-to-day lives? In what ways might Generative AI be used to add more empathy into business processes or customer experiences?

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Artificial Inteligence ChatGPT Generative AI B2C 131

CIO

DECEMBER 30, 2024

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either.

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Fractional CTO Software Development CTO Coach Architecture 212

CIO

AUGUST 1, 2023

The impact of generative AIs, including ChatGPT and other large language models (LLMs), will be a significant transformation driver heading into 2024. Below are several generative AI drivers for CIOs to consider when evolving their digital transformation priorities.

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Generative AI Artificial Inteligence Technical Review ChatGPT 148

AWS Machine Learning - AI

DECEMBER 24, 2024

Training large language models (LLMs) models has become a significant expense for businesses. To reduce costs while continuing to use the power of AI , many companies have shifted to fine tuning LLMs on their domain-specific data using Parameter-Efficient Fine Tuning (PEFT). You can also customize your distributed training.

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AWS Artificial Inteligence Generative AI Training 102

Xebia

OCTOBER 30, 2024

In the insurance sector, Olga Verburg and Roeland van der Molen, along with Xebia’s Jeroen Overschie and Sander van Donkelaar discussed how Klaverblad Insurance boosted productivity using Generative AI (GenAI) , showcasing practical applications that enhanced operational efficiency. You can learn more about them here.

Data 130

Data Artificial Inteligence Analytics Insurance 130

CIO

FEBRUARY 12, 2025

That correlates strongly with getting the right training, especially in terms of using gen AI appropriately for their own workflow. About the same percentage say they got training that covered both the basics, like how to write prompts, but was also tailored to their role, their tasks, and their workflow.

Training 167

Training Policies Tools Insurance 167

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? Then it is best to build an AI agent that can be cross-trained for this cross-functional expertise and knowledge, Iragavarapu says.

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How To Systems Review Technical Review Software Review 191

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. You can access your imported custom models on-demand and without the need to manage underlying infrastructure.

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Generative AI Artificial Inteligence AWS Technical Review 128

AWS Machine Learning - AI

OCTOBER 22, 2024

Although FMs offer impressive out-of-the-box capabilities, achieving a true competitive edge often requires deep model customization through pre-training or fine-tuning. However, these approaches demand advanced AI expertise, high performance compute, fast storage access and can be prohibitively expensive for many organizations.

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Generative AI Training Artificial Inteligence Technical Advisors 87

AWS Machine Learning - AI

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

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Applications Generative AI AWS Artificial Inteligence 109

AWS Machine Learning - AI

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. The company is committed to ethical and responsible AI development, with human oversight and transparency. Conversational AI assistants are rapidly transforming customer and employee support.

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Generative AI Artificial Inteligence Technical Review Development Team Review 129

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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Generative AI AWS Artificial Inteligence Software Review 142

CIO

OCTOBER 20, 2023

But home and automobile insurance company Allstate is taking a different approach. based insurer has rebuilt its core application for claims processing, sales, and support, and plans to overhaul its entire portfolio of business processes, all with the aim to enhance and accelerate the customer experience.

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Cloud Insurance Generative AI Machine Learning 204

AWS Machine Learning - AI

JULY 29, 2024

In Part 1 and Part 2 , we show how Salesforce Data Cloud and Einstein Studio integration with SageMaker allows businesses to access their Salesforce data securely using SageMaker’s tools to build, train, and deploy models to endpoints hosted on SageMaker.

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Generative AI Artificial Inteligence Applications AWS 119

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, 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.

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Generative AI CTO Coach AWS Artificial Inteligence 109

CIO

APRIL 27, 2023

In a few short months, generative AI has become a very hot topic. Looking beyond the hype, generative AI is a groundbreaking technology, enabling novel capabilities as it moves rapidly into the enterprise world. Here are ways to proactively preserve trust in generative AI implementations.

Generative AI 109

Generative AI Enterprise Artificial Inteligence Insurance 109

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.

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Data Generative AI Artificial Inteligence Compliance 111

Perficient

AUGUST 3, 2023

What is Generative AI? Generative Artificial Intelligence , or generative AI, is a categorical or descriptive term ascribed to algorithms using machine learning to create or ” generate” new content.

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Generative AI Artificial Inteligence Industry Artificial Intelligence 19

CIO

FEBRUARY 20, 2024

Sensitive personal and medical information can be used in multiple ways, from identity theft and insurance fraud to ransomware attacks. As healthcare systems increasingly incorporate AI functionalities, there is a correlated need for ever larger datasets. The next step involves putting generative AI itself to work in boosting security.

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Generative AI Data Healthcare Insurance 183

CIO

SEPTEMBER 20, 2023

Many CIOs are wringing their hands over generative AI. Generative AI chatbots like OpenAI’s ChatGPT are emerging as the ultimate no-code content-generation tools, with the capability to empower virtually any employee to produce drafts of budgets and customer proposals – even advertising jingles and presentation art – in just seconds.

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Artificial Inteligence Generative AI Insurance ChatGPT 197

Perficient

JANUARY 19, 2024

ChatGPT Gemini Bard Copilot Training Data Web Web Web Web Accuracy 85% 85% 70% 80% Recall 85% 95% 75% 82% Precision 89% 90% 75% 90% F1 Score 91% 92% 75% 84% Multilingual Yes Yes Yes Yes Inputs GPT-3.5: And you’re up and running with Generative AI in your Android app! Text Only GPT-4.0: No GPT-4.0:

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Generative AI Analysis Artificial Inteligence ChatGPT 115

AWS Machine Learning - AI

MARCH 3, 2025

The vision encoder was specifically trained to natively handle variable image sizes, enabling Pixtral to accurately interpret high-resolution diagrams, charts, and documents while maintaining fast inference speeds for smaller images such as icons, clipart, and equations. We use the following input images. show() Image.open(image_paths[1]).show()

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Insurance AWS eCommerce Software Review 95

CIO

OCTOBER 3, 2024

Some CIOs, especially from large enterprises that still rely on the mainframe’s batch-processing prowess, are taking a hard look at IBM’s next-gen mainframe to run — but not train — generative AI models. IBM continues to demonstrate that it has an advanced approach to AI, which includes embedding AI into the z16.

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Artificial Inteligence Generative AI Machine Learning Enterprise 210

AWS Machine Learning - AI

JANUARY 24, 2024

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Will the data be used to train models, eventually risking the leak of sensitive data to public LLMs?

Generative AI 143

Generative AI AWS Artificial Inteligence Enterprise 143

CIO

DECEMBER 7, 2023

Over the last year, generative AI—a form of artificial intelligence that can compose original text, images, computer code, and other content—has gone from experimental curiosity to a tech revolution that could be one of the biggest business disruptors of our generation. Where will the biggest transformation occur first?

Artificial Inteligence 134

Artificial Inteligence Off-The-Shelf Generative AI Artificial Intelligence 134

CIO

OCTOBER 18, 2023

OpenAI’s November 2022 announcement of ChatGPT and its subsequent $10 billion in funding from Microsoft were the “shots heard ’round the world” when it comes to the promise of generative AI. in concert with Microsoft’s AI-optimized Azure platform. John Spottiswood, COO of Jerry, a Palo Alto, Calif.-based

Generative AI 211

Generative AI Artificial Inteligence Survey ChatGPT 211

CIO

JULY 27, 2023

Soon after ChatGPT burst on the scene in November 2022, Chan realized generative AI would amount to far more than the just the latest technology flash-in-the-pan. Despite its immense promise, generative AI can expose sensitive and proprietary information to public view. Max Chan knew he had to do something.

Artificial Inteligence 148

Artificial Inteligence Generative AI Security ChatGPT 148

John Snow Labs

APRIL 22, 2025

Insurance companies offering these plans will receive more government funding, which can be used to improve care for members, invest in better technology, and stay aligned with stricter requirements for quality and accuracy. It can also be trained on a plan or providers own charts enabling the model to understand their patient population.

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Technical Review Innovation Software Review Healthcare 98

TechCrunch

FEBRUARY 16, 2023

Natural language processing ( NLP ), while hardly a new discipline, has catapulted into the public consciousness these past few months thanks in large part to the generative AI hype train that is ChatGPT. million ($2.9 million ($2.9

Development 232

Development Open Source ChatGPT Training 232

CIO

JANUARY 8, 2024

Leveraging technologies, such as generative AI and analytics, promises to make data both more meaningful and more rapidly available in the right context. Skill-building will inform how we provide training as well as how team members can grow their careers.” Doing so requires a robust data management strategy.

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Technical Advisors Weak Development Team CTO Coach ChatGPT 213