IBM Journey to AI blog

JUNE 20, 2023

Emerging cloud-based technology trends like artificial intelligence (AI) , the Metaverse, the Internet of Things (IoT) and edge computing are evolving at a rapid pace, seemingly adding new capabilities every few months to fundamentally transform how people and organizations interact with them.

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IBM Journey to AI blog

FEBRUARY 23, 2024

Conversational artificial intelligence (AI) leads the charge in breaking down barriers between businesses and their audiences. This class of AI-based tools, including chatbots and virtual assistants, enables seamless, human-like and personalized exchanges.

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IBM Journey to AI blog

NOVEMBER 15, 2023

IBM watsonx is changing the game for enterprises of all shapes and sizes, making it easy for them to embed generative AI into their operations. Watsonx is comprised of three components that empower businesses to customize their AI solutions: watsonx.ai The most common use cases from partners often combine several of these AI tasks.

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IBM Journey to AI blog

OCTOBER 12, 2023

IBM recently gathered with our services partners, some of the world’s most prominent consultancies and systems integrators, to discuss AI for business at the IBM Global Systems Integrators and Consultancy Exchange event in New York. IBM is working with our partners on multiple ways watsonx.ai

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IBM Journey to AI blog

JUNE 23, 2023

You may have also deployed the latest cloud-native innovations and improved your operating expenses in the process. Your forward-looking, strategic CFO is driving AI efforts to enable proactive business insights across the enterprise, while streamlining business processes and optimizing financial performance.

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IBM Journey to AI blog

JUNE 22, 2023

Manik, VP and senior partner for IBM Consulting, outlined a massive opportunity to strategically redesign the client’s finance operations and payment processing by leveraging AI, data analytics, metrics and automation. When done right, it can make a business flexible, smarter and able to quickly scale to meet shifting market conditions.

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AWS Machine Learning Blog

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

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AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

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DataRobot Blog

MARCH 16, 2023

One of the most common challenges today in the adoption of AI is that far too many projects do not complete and fail to deliver clear business outcomes. In speaking with hundreds of our customers over the past year, and analyzing projects further, we quickly realized that a new approach to AI was needed.

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IBM Journey to AI blog

MARCH 29, 2024

However, they differ significantly in how they manage data traffic. Here, we dissect those differences and discuss how businesses can use REST and GraphQL APIs to optimize their networks. Each schema specifies the types of data the user can query or modify, and the relationships between the types.

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AWS Machine Learning Blog

NOVEMBER 13, 2023

One of the most common applications of generative AI and large language models (LLMs) is answering questions based on a specific external knowledge corpus. You can use the following AWS CloudFormation template to create a new index or use an already running index. Deploy an Amazon Kendra index in your AWS account.

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IBM Journey to AI blog

MAY 17, 2023

Any issues with these applications can lead to decreased productivity, wasted time and potential security risks. Because IT processes like ticket management are manual, they invite discrepancies and human error which can easily impact important KPIs and other downstream activities.

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Dataconomy

MAY 4, 2023

Do you want to learn how to remove ChatGPT restrictions? Despite this technology’s rising profile in recent months, it remains subject to a number of regulations that can hamper its usefulness. The restrictions on ChatGPT can hinder its ability to respond to certain topics. You come to the right place.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps).

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AWS Machine Learning Blog

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. Where is the data processed? Who has access to the data?

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IBM Journey to AI blog

DECEMBER 5, 2023

While every customer interaction is different, organizations that want to improve customer retention and grow their customer base must create an effective customer service strategy. Organizations should surprise and delight existing, high-value customers by asking how they can provide more value.

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AWS Machine Learning Blog

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. The following diagram illustrates the architecture of this solution.

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IBM Journey to AI blog

JANUARY 31, 2024

Companies generally outsource non-core tasks and functions that are similar across organizations, such as back-office operations (accounting, IT and human resources) and front-office operations (sales, marketing and customer support). Near-sourcing can also reduce risk. This has fundamentally changed the outsourcing market.

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Mlearning.ai

JUNE 2, 2023

Revolutionising the nature of AI programmability, usability, scalability & compute! subscribers, however, the number of views on the product launch exceeded 100K ( at the time of writing this blog ). So, in this two-part blog, we are going to set-off on a journey together to explore the universe of Modular.

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IBM Journey to AI blog

APRIL 18, 2023

Across industries, the exponential growth of technologies such as hybrid cloud, data and analytics, AI and IoT have reshaped the way businesses operate and heightened customer expectations. Businesses are now entering an even greater digital era marked by broader applications of AI, including generative AI models.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

Digital publishers are continuously looking for ways to streamline and automate their media workflows to generate and publish new content as rapidly as they can, but without foregoing quality. Adding images to capture the essence of text can improve the reading experience.

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AWS Machine Learning Blog

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. They can enhance operational efficiency, customer service, and decision-making while reducing costs and enabling innovation. With Amazon Bedrock, you can build and scale generative AI applications with security, privacy, and responsible AI.

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IBM Journey to AI blog

FEBRUARY 20, 2024

In an era of accelerating climate change , predicting the near-future can yield major benefits. For instance, when utility officials are aware that a heat wave is on its way, they can plan energy procurement to prevent power outages. And how will humans adapt to them then? 2 How much higher will temperatures climb?

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IBM Journey to AI blog

JANUARY 16, 2024

The start of 2024 brings forth many questions as to what we can expect in the year ahead, especially in the financial services industry, where technological advances have skyrocketed and added complexities to an already turbulent landscape. This is something we’re likely to see more of this year. One example of this is in insurance.

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ODSC - Open Data Science

MARCH 16, 2023

Developers are typically more hands-on in their work than other personnel, reflecting how they purchase products. The builders will show their leaders how efficient they are by providing them with access to the tools and resources they need. They can even purchase their product outright.

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DataRobot Blog

FEBRUARY 15, 2023

Enterprises see the most success when AI projects involve cross-functional teams. For true impact, AI projects should involve data scientists, plus line of business owners and IT teams. When you have messy data coming from all over the place, you need a powerful AI platform in order to move forward and implement your AI.

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AWS Machine Learning Blog

NOVEMBER 24, 2023

It can be the decisive factor that turns a potential visitor into a paying customer or sends them clicking off to a competitor’s site. The manual creation of these descriptions across a vast array of products is a labor-intensive process, and it can slow down the velocity of new innovation.

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Google Research AI blog

FEBRUARY 10, 2023

You can find other posts in the series here.) Robust algorithm design is the backbone of systems across Google, particularly for our ML and AI models. Hence, developing algorithms with improved efficiency, performance and speed remains a high priority as it empowers services ranging from Search and Ads to Maps and YouTube. .

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IBM Journey to AI blog

OCTOBER 25, 2023

Implementing generative AI can seem like a chicken-and-egg conundrum. In a recent IBM Institute for Business Value survey, 64% of CEOs said they needed to modernize apps before they could use generative AI. Organizations that have mastered hybrid cloud are well positioned to implement generative AI across the organization.

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Hacker News

MAY 26, 2023

There’s a lot of hype around AI, and in particular, Large Language Models (LLMs). How it works under the hood Query Assistant is all about prompting , which assembles a task and data/context as input to an LLM. LLMs have a limit to the amount of input that can accept. People are using it in all kinds of interesting ways!

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. With the advent of these LLMs or FMs, customers can simply build Generative AI based applications for advertising, knowledge management, and customer support.

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AWS Machine Learning Blog

MAY 1, 2024

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). Many practitioners fine-tune or pre-train these Llama 2 models with their own text data to improve accuracy for their specific use case. Llama2 by Meta is an example of an LLM offered by AWS.

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DrivenData Labs

DECEMBER 10, 2023

We are very interested in how AI-based research assistants can help NASA, and we received a diverse variety of cutting-edge AI approaches from around the globe in the Research Rovers challenge. They'll continue to do so.

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Smart Data Collective

AUGUST 31, 2021

Many marketers have used AI and data analytics to make more informed insights into a variety of campaigns. However, big data technology can be just as important in the arena of content marketing. This is where data-driven content marketing strategies can prove fruitful. You can use big data to achieve this.

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IBM Journey to AI blog

NOVEMBER 24, 2023

The real problem lies in how the IT is organized, which reflects in how their current applications/services are built and managed (refer to Conway’s law ). In addition, enterprises end up building several band-aids and architectural layers to support new business initiatives and innovations.

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AssemblyAI

DECEMBER 28, 2022

The end of 2022 is quickly approaching, and what a year it has been! In 2022, we: Launched our v9 Core Transcription Model , with significant improvements over v8. Released the AssemblyAI CLI to help developers test our AI models directly from their terminal. Hosted our first AI Hackathon ! We’re still hiring !).

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ODSC - Open Data Science

FEBRUARY 14, 2023

Trained with 570 GB of data from books and all the written text on the internet, ChatGPT is an impressive example of the training that goes into the creation of conversational AI. While this technology is definitely entertaining, it’s not quite clear yet how it can effectively be applied to the needs of the typical enterprise.

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