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. From our perspective, the debate over architecture is over.

Generative AI 243

Generative AI Automation ESG AI 243

Unite.AI

APRIL 2, 2025

He is now responsible for doubling down on this goal by using AI to increase productivity by an order of magnitude. OutSystems is a low-code platform powered by generative AI that helps organizations rapidly build, manage, and evolve enterprise-grade applications.

AI Product Management 130

AI Product Management AI Product Manager Software Development Automation 130

AWS Machine Learning Blog

MARCH 5, 2025

In this post, we explain how BMW uses generative AI technology on AWS to help run these digital services with high availability. Incorporating generative AI into RCA processes showcases the transformative potential of AI in modern cloud-based operations. Otto focuses on application development and security.

Generative AI 96

Generative AI Machine Learning Data Scientist AI 96

Flipboard

FEBRUARY 27, 2025

Then again, though, Recipes Time isn't designed to help provide useful information from real experts explaining how to install new shelves or cook a healthy dinner, for that matter. The AI-generated articles, he explains, are then published to a website featuring another fake author.

AI 182

AI AI Explainability ChatGPT 182

IBM Journey to AI blog

JULY 19, 2023

The exponential leap in generative AI is already transforming many industries: optimizing workflows , helping human teams focus on value added tasks and accelerating time to market. Life sciences industry is beginning to take notice and aims to leapfrog the technological advances.

Generative AI 183

Generative AI Large Language Models AI AI 183

IBM Journey to AI blog

JUNE 23, 2023

As you encounter new generative AI solutions and unique AI foundation models for F&A, you may find yourself overwhelmed by all the options. What is generative AI, what are foundation models, and why do they matter? Figure 3 highlights ancillary benefits that conversational AI technology provides.

Generative AI 189

Generative AI AI AI Data Analysis 189

Unite.AI

JANUARY 1, 2025

For example, AI-driven underwriting tools help banks assess risk in merchant services by analyzing transaction histories and identifying potential red flags, enhancing efficiency and security in the approval process. While AI has made significant strides in fraud prevention, its not without its complexities.

Explainable AI 140

Explainable AI AI AI Natural Language Processing 140

IBM Journey to AI blog

JULY 26, 2023

The emergence of generative AI and foundation models has revolutionized the way every business, across industries, operates at this current inflection point. This is especially true in the HR function, which has been pushed to the forefront of the new AI era.

Auto-complete 188

Auto-complete Generative AI AI Strategy Responsible AI 188

IBM Journey to AI blog

MAY 9, 2023

Suddenly, everybody is talking about generative AI: sometimes with excitement, other times with anxiety. The answer is that generative AI leverages recent advances in foundation models. Watsonx, IBM’s next-generation AI platform, is designed to do just that. But why now?

Data Scientist 276

Data Scientist Machine Learning Automation Metadata 276

Flipboard

SEPTEMBER 5, 2023

Introducing generative AI into your organization is a multi-step process that, if implemented correctly, can have a significant impact on efficiency and bottom line. Monica Livingston leads the AI Center for Excellence at Intel.

Generative AI 79

Generative AI Explainability AI Strategy AI 79

Flipboard

APRIL 23, 2023

Agencies are moving beyond the generative artificial intelligence-produced text and art. Increasingly, their business focus is on technologies and partnerships using ChatGPT and content creator strategies. The generative AI is integrated into its proprietary tech platform Alli , which is used by teams as a sandbox for testing.

AI Strategy 131

AI Strategy ChatGPT ESG Automation 131

AWS Machine Learning Blog

JANUARY 24, 2025

Amazon Bedrock has emerged as the preferred choice for tens of thousands of customers seeking to build their generative AI strategy. It offers a straightforward, fast, and secure way to develop advanced generative AI applications and experiences to drive innovation. Use the custom model for tasks like inference.

Generative AI 108

Generative AI Explainability AI AI 108

IBM Journey to AI blog

AUGUST 12, 2024

In an era where financial institutions are under increasing scrutiny to comply with Anti-Money Laundering (AML) and Bank Secrecy Act (BSA) regulations, leveraging advanced technologies like generative AI presents a significant opportunity. Addressing transparency and predictability Transparency in AI decision-making is critical.

Automation 159

Automation Generative AI AI AI 159

IBM Journey to AI blog

MARCH 4, 2024

AI is at a turning point, driving exponential advancements in an organization’s prosperity and growth. Generative AI (gen AI) introduces transformative innovation to all aspects of a business; from the front to the back office, through ongoing technology modernization, and into new product and service development.

AI 300

AI AI Artificial Intelligence Artificial Intelligence 300

ODSC - Open Data Science

MARCH 12, 2025

AI applications involving personal data must comply with legal regulations likeGDPR. Is generative AI involved? The Decision Point: Is AI the RightMove? If it doesnt, explain why it wasnt the right fit at this time, reinforcing that the decision was thoughtful rather than dismissive. Are there privacy concerns?

ML 52

ML Machine Learning AI AI 52

ODSC - Open Data Science

MARCH 31, 2025

Gen AI in Asset Management: Use Cases and Lessons from Building an Industry-Specific Copilot Yu Yu, PhD, Director of Data Science at BlackRock Explore how a leading firm in asset management built a specialized generative AI copilot for its domain. Empower your AI strategy and start building smarter agentstoday!

Software Engineer 52

Software Engineer AI AI Large Language Models 52

Unite.AI

JUNE 14, 2024

His work, most recently on the Scopus AI project at Elsevier, underscores his commitment to redefining the boundaries of how we engage with information and create a trusted relationship with users. How have your experiences at companies like Comcast, Elsevier, and Microsoft influenced your approach to integrating AI and search technologies?

Large Language Models 130

Large Language Models Generative AI AI Tools AI 130

AWS Machine Learning Blog

APRIL 7, 2025

In this demonstration, the model is prompted with two image URLs and tasked with describing each image and explaining their relationship, showcasing its capacity to synthesize information across several visual inputs. She is passionate about building solutions that help customers accelerate their AI journey and unlock business value.

Machine Learning 80

Machine Learning Large Language Models Python Automation 80

Unite.AI

OCTOBER 17, 2024

Our Advanced AI Lab in San Francisco focuses on extending the state of the art in AI. This is part of our commitment announced last year to invest $1 billion in generative AI over the next three years. Similarly, neural networks, generative AI and LLMs are inherently opaque.

AI 130

AI AI Artificial Intelligence Artificial Intelligence 130

Unite.AI

JUNE 17, 2024

For organizations to ensure that AI augments rather than replaces human workers, they need to take a human-centric approach to AI implementation. This means putting people at the heart of their AI strategies and focusing on how the technology can empower and enhance human capabilities. One key aspect is job design.

Automation 147

Automation Artificial Intelligence Artificial Intelligence Generative AI 147

Towards AI

JANUARY 24, 2024

Last Updated on January 25, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, Meta’s AI strategy was in focus, with Mark Zuckerberg boasting of Meta’s GPU hoard and outlining his open-source-focused AI vision.

Large Language Models 105

Large Language Models LLM AI AI 105

Unite.AI

JUNE 27, 2024

Rethinking the CFO's Role in an AI-driven World “AI is prompting CFOs to reimagine not only their day-to-day working practices, but the possibilities for the operational and strategic financial analysis and decisions.” Understanding the workings of Gen AI is imperative to avoid decisions based on inaccurate information.

Data Scientist 162

Data Scientist AI AI Automation 162

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits.

ML 126

ML Generative AI AI AI 126

DataRobot Blog

MARCH 16, 2023

Next, when a business user starts to ask questions and analyze the insights, the DataRobot AI Platform dynamically surfaces the use case information, data, and models along with analysis generated using an Azure OpenAI model in order to generate text descriptions of the most key observations, and the interpretations of what they mean.

Data Science 98

Data Science OpenAI Data Scientist Large Language Models 98

IBM Journey to AI blog

FEBRUARY 23, 2024

AI tools gather data from social media campaigns, analyze their performance, and glean insights to help brands understand the effectiveness of their campaigns, audience engagement levels, and how they can improve future strategies. Ensuring fairness and inclusivity in conversational AI is crucial.

Conversational AI 291

Conversational AI NLP Chatbots AI 291

AWS Machine Learning Blog

FEBRUARY 27, 2024

Model explainability Model explainability is a pivotal part of ML deployments, because it ensures transparency in predictions. This functionality enables us to build generative AI applications in the future for increased understanding of how the model works. For a detailed understanding, we use Amazon SageMaker Clarify.

Machine Learning 131

Machine Learning DevOps Data Scientist Data Quality 131

Marktechpost

MARCH 17, 2025

In a recent interview at Nvidia GTC25 , Chandu Nair, Senior VP of Data, AI, and Innovation at Lowe’s, unveiled the company’s strategic vision, highlighting the transformative impact of AI on customer experience and operational efficiency.

Computer Vision 68

Computer Vision Hybrid AI AI AI 68

NVIDIA

SEPTEMBER 25, 2023

In the wake of ChatGPT, every company is trying to figure out its AI strategy, work that quickly raises the question: What about security? NVIDIA Morpheus , a cybersecurity framework, can build AI applications that create, read and update digital fingerprints that scan for many kinds of threats.

Neural Network 133

Neural Network Machine Learning AI AI 133

Topbots

MARCH 21, 2025

Chain-of-Thought Prompting: Teaching LLMs to Think Step by Step One of the earliest and most enduring techniques to improve reasoning in LLMs is surprisingly simple: ask the model to explain itself. But new work in 2025 introduces backtracking a classic AI strategy now adapted to LLMs. Wang et al.

OpenAI 40

OpenAI Prompt Engineer Prompt Engineering AI 40

IBM Journey to AI blog

APRIL 18, 2024

By using complex AI algorithms and computer science methods, these AI systems can then generate human-like text, translate languages with impressive accuracy, and produce creative content that mimics different styles.

Neural Network 256

Neural Network LLM Algorithm NLP 256

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. Although very few differences are visible between the advanced techniques discussed, they are by far more informative than regular retriever chains.

LLM 130

LLM Auto-complete Auto-classification Generative AI 130

AWS Machine Learning Blog

MAY 17, 2024

Explain the steps before answering. Explain the steps before answering. Specialist Solutions Architect working on generative AI. He focuses on making foundation models easily discoverable and usable to help customers build generative AI applications. How much did Sarah sell the car for and what year is it?

LLM 120

LLM Python Machine Learning Algorithm 120

Unite.AI

MAY 22, 2024

Similar to machine learning (ML) needs in previous generations of AI , data and modern data lakes have been critical to the success of any “predictive” AI. Could you discuss these in detail and explain how MinIO's hybrid “burst” to the cloud model helps control cloud costs effectively?

Machine Learning 147

Machine Learning Metadata ML AI 147

O'Reilly Media

FEBRUARY 18, 2025

Its about asking the right questions to understand how well your AI is working and how to make it better. In the next chapter, well share a counterintuitive approach to AI strategy that can save you time and resources in the long run. This cheat sheet will show you how to avoid jargon and speak plainly about AI.

AI 66

AI AI Prompt Engineer Prompt Engineering 66

Mlearning.ai

OCTOBER 18, 2023

A Story About AI Strategy The Jellyfish and the Flatworm both evolved early on planet Earth. Many executives are pondering difficult decisions about making large investments in AI. At the core, this story is about why Knowledge Representation (KR) must be the core of any cost-effective long-term AI strategy.

AI Strategy 52

AI Strategy Explainability Neural Network LLM 52

Flipboard

FEBRUARY 12, 2025

In short, AI will handle mundane, high-volume tasks while the value of human judgement, creativity, and quality outcomes will increase. Models: No Context, No Value Large language models (LLMs) will continue to become a commodity for vanilla generative AI tasks, a trend that has already started.

AI 65

AI AI Robotics Automation 65

Topbots

FEBRUARY 4, 2025

Figure 3: Knowledge graphs explicitly encode relationships between entities, reducing the guesswork in your AI system Instead of relying purely on statistical correlations, an AI system enriched with knowledge graphs can: Validate predictions against domain-specific rules (e.g., Infer missing information (e.g.,

LLM 52

LLM UX Design AI AI 52