O'Reilly Media - Ideas

FEBRUARY 25, 2025

You can find more information and our call for presentations here. Hi, I am a professor of cognitive science and design at UC San Diego, and I recently wrote posts on Radar about my experiences coding with and speaking to generative AI tools like ChatGPT. Parting Thoughts and Lessons Learned Fast-forward to the present.

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CIO

MAY 3, 2024

United Parcel Service last year turned to generative AI to help streamline its customer service operations. Customer service is emerging as one of the top use cases for generative AI in today’s enterprise, says Daniel Saroff, group vice president of consulting and research at IDC.

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Generative AI Artificial Inteligence Knowledge Base Training 210

AWS Machine Learning - AI

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine. Many commercial generative AI solutions available are expensive and require user-based licenses.

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TechCrunch

FEBRUARY 28, 2023

These advancements in generative AI offer further evidence that we’re on the precipice of an AI revolution. However, most of these generative AI models are foundational models: high-capacity, unsupervised learning systems that train on vast amounts of data and take millions of dollars of processing power to do it.

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CIO

OCTOBER 24, 2023

Generative AI is an innovation that is transforming everything. ChatGPT and the emergence of generative AI The unease is understandable. Indeed, ten years ago, some experts warned that artificial intelligence would lead to us losing nearly 50% of our present jobs by 2033. At least, not yet.

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TechCrunch

MAY 15, 2023

Generative AI — AI that can write essays, create artwork and music, and more — continues to attract outsize investor attention. According to one source, generative AI startups raised $1.7 billion in Q1 2023, with an additional $10.68 billion worth of deals announced in the quarter but not yet completed.

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AWS Machine Learning - AI

NOVEMBER 12, 2024

To answer questions that require more complex analysis of the data with industry-specific context the model would need more information than relying solely on its pre-trained knowledge. He is actively working on projects in the ML space and has presented at numerous conferences including Strata and GlueCon. Arghya Banerjee is a Sr.

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CIO

NOVEMBER 7, 2023

Generative AI adoption is growing in the workplace—and for good reason. But the double-edged sword to these productivity gains is one of generative AI’s known Achilles heels: its ability to occasionally “ hallucinate ,” or present incorrect information as fact. Here are a range of options IT can use to get started.

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AWS Machine Learning - AI

NOVEMBER 27, 2024

Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length. Although these advancements offer remarkable capabilities, they also present significant challenges.

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CIO

DECEMBER 14, 2023

Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI). Manufacturers are attaining significant advancements in productivity, quality, and effectiveness with early use cases of AI and GenAI. Here’s how.

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CIO

OCTOBER 26, 2023

You don’t have to look further than recent headlines to know generative AI has garnered outsized attention in 2023. The case for GenAI education as part of IT’s remit At first blush, training and educating users on how to use generative AI may seem outside the typical scope of IT, but GenAI is not a typical tech transformation.

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CIO

OCTOBER 10, 2023

Generative AI has quickly changed what the world thought was possible with artificial intelligence, and its mainstream adoption may seem shocking to many who don’t work in tech. A technology inflection point Generative AI operates on neural networks powered by deep learning systems, just like the brain works.

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AWS Machine Learning - AI

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

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Generative AI Technical Review Insurance Policies 72

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

JUNE 27, 2024

Seven companies that license music, images, videos, and other data used for training artificial intelligence systems have formed a trade association to promote responsible and ethical licensing of intellectual property. A significant example involved Scarlett Johansson, who claimed that an OpenAI bot’s voice closely resembled hers.

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TechCrunch

MARCH 20, 2023

Generative AI is already looking like the major tech trend of 2023. The initial onboarding process requires the user — for example, a recruiter or sales executive — to record a 15-minute video based on a script provided by Tavus, which is used to train the AI.

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CIO

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. What a difference a few months makes. Here’s what I learned. Privacy leaks?

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CIO

APRIL 18, 2024

AI tools can help coders clean up logic and coding errors and find security problems, and they may also help to accelerate programmers’ skills, cutting the sunk cost of internal training, he suggests. Gunkel is leaning toward offering a couple of AI assistant options, including Microsoft Copilot, to employees later this year.

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Generative AI Survey Enterprise Analysis 210

CIO

AUGUST 15, 2023

2023 has been a break-out year for generative AI technology, as tools such as ChatGPT graduated from lab curiosity to household name. But CIOs are cautiously evaluating how to safely deploy generative AI in the enterprise, and what guard-rails to put around it.

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AWS Machine Learning - AI

APRIL 22, 2024

This post serves as a starting point for any executive seeking to navigate the intersection of generative artificial intelligence (generative AI) and sustainability. A roadmap to generative AI for sustainability In the sections that follow, we provide a roadmap for integrating generative AI into sustainability initiatives 1.

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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? What’s hiding in your unstructured data?

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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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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).

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AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.

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CIO

JULY 31, 2023

Organizations are rushing to figure out how to extract business value from generative AI — without falling prey to the myriad pitfalls arising. They note, too, that CIOs — being top technologists within their organizations — will be running point on those concerns as companies establish their gen AI strategies.

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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.

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Capgemini

NOVEMBER 22, 2024

Industry-specific expertise, combined with tailored AI solutions This is where our team of more than 50,000 AWS-trained consultants comes in. As an Emerald sponsor, we’re presenting our largest and most ambitious program yet, centered around the theme “Scale, meet vision.” What makes our approach different?

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AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

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AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. Capacity We can think about capacity in two contexts: inference and training model data pipelines.

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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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AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. The TAT-QA dataset has been divided into train (28,832 rows), dev (3,632 rows), and test (3,572 rows).

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AWS Machine Learning - AI

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.

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AWS Machine Learning - AI

JUNE 18, 2024

The Sensor Evaluation and Training Centre for West Africa (Afri-SET) , aims to use technology to address these challenges. Qiong (Jo) Zhang , PhD, is a Senior Partner Solutions Architect at AWS, specializing in AI/ML. Her current areas of interest include federated learning, distributed training, and generative AI.

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AWS Machine Learning - AI

MARCH 3, 2025

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others.

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CIO

NOVEMBER 20, 2023

She’s been replaced by a second-generation AI bot, Bo.) That could soon change thanks to the meteoric rise of generative AI, which promises to make bots’ chat more human by contextualizing customer requests and synthesizing natural-sounding language. With enterprise spending on generative AI projected to hit $1.3

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TechCrunch

DECEMBER 27, 2022

As generative AI like ChatGPT and DALL-E 2 attract investor attention, startup entrepreneurs are looking to cash in with new business models built around them. Agarwal asserts that Poly’s generative AI is superior to most in terms of the quality of assets it produces. The jury’s out on that.

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AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

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