How to execute your operating model for Data and AI
databricks
AUGUST 8, 2023
In Part 1 of this blog series, we discussed how Databricks enables organizations to develop, manage and operate processes that extract value from.
how-execute-your-operating-model-data-and-ai Blog Related Topics 
Ahead of the curve: How generative AI is revolutionizing the content supply chain
IBM Journey to AI blog
MARCH 25, 2024
The global adoption of generative AI is upon us, and it’s essential for marketing organizations to understand and play in this space to stay competitive. Knowing how to manifest these improvements is not always clear: Enter generative AI and the content supply chain. Can they trust the AI will operate in a secure way?
Generative AI 
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AI News Weekly - Issue #378: Top AI Books to Read in 2024 - Mar 28th 2024
AI Weekly
MARCH 28, 2024
Powered by global.ntt In the News Top Artificial Intelligence Books to Read in 2024 Artificial Intelligence (AI) has been making significant strides over the past few years, with the emergence of Large Language Models (LLMs) marking a major milestone in its growth. artificialintelligence-news.com Can AI extend healthcare to all?
Robotics 205
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Achieve Data Center Excellence with IBM and VMware
IBM Journey to AI blog
JANUARY 30, 2024
In the last post , we looked at creating a blueprint for a sustainable data center. Now we’ll look at how to get the most out of a modern data center. Get inspired A successful data center implementation can best be described as a distributed, dynamic, efficient and resilient IT nucleus.
Data Analysis 198
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Real-time artificial intelligence and event processing Â
IBM Journey to AI blog
NOVEMBER 29, 2023
By leveraging AI for real-time event processing, businesses can connect the dots between disparate events to detect and respond to new trends, threats and opportunities. AI and event processing: a two-way street An event-driven architecture is essential for accelerating the speed of business.
The CFO’s role in the age of generative AI
IBM Journey to AI blog
MAY 14, 2024
Through new approaches to financial management that incorporate generative AI , this advanced technology can help CFOs make more informed, data-driven decisions for their organization that can have major financial implications. The IBM report found that, on average, AI adopters attribute 40% of finance function FTE redeployment to AI.
Generative AI 188
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Generative AI use cases for the enterprise
IBM Journey to AI blog
FEBRUARY 13, 2024
Remember how cool it felt when you first held a smartphone in your hand? Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Autoregressive models or large language models (LLMs) are used for text and language.
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Achieving cloud excellence and efficiency with cloud maturity models
IBM Journey to AI blog
MAY 17, 2024
Cloud maturity models are a useful tool for addressing these concerns, grounding organizational cloud strategy and proceeding confidently in cloud adoption with a plan. Cloud maturity models (or CMMs) are frameworks for evaluating an organization’s cloud adoption readiness on both a macro and individual service level.
DevOps 207
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How Jamworks protects confidentiality while integrating AI advantages
IBM Journey to AI blog
JANUARY 12, 2024
The integration of artificial intelligence (AI) has ushered in a new era of technological progress, offering a spectrum of benefits across industries. AI’s potential to revolutionize operations, enhance decision-making and drive innovation is undeniable.
AI 260
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Balancing AI: Do good and avoid harm
IBM Journey to AI blog
JANUARY 25, 2024
In the case of responsible artificial intelligence (AI), organizations should prioritize the ability to avoid harm as a central focus. Some organizations may also aim to use AI for “doing good.” ” However, sometimes AI requires clear guardrails before one can agree with “good.”
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How to Boost Productivity With the Help of AI
Unite.AI
SEPTEMBER 27, 2023
That is why I have become so passionate about artificial intelligence and how it can transform the way we work. After diving deep into AI over the past year, I have seen incredible benefits that any founder, executive or knowledge worker can tap into. However, according to him, change is accelerating even faster now.
Conversational AI use cases for enterprises
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.
Enterprises’ best bet for the future: Securing generative AI Â
IBM Journey to AI blog
MAY 6, 2024
IBM and AWS study: Less than 25% of current generative AI projects are being secured The enterprise world has long operated on the notion that trust is the currency of good business. But as AI transforms and redefines how businesses operate and how customers interact with them, trust in technology must be built.
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Retailers can tap into generative AI to enhance support for customers and employees
IBM Journey to AI blog
DECEMBER 5, 2023
As the retail industry witnesses a shift towards a more digital, on-demand consumer base, AI is becoming the secret weapon for retailers to better understand and cater to this evolving consumer behavior. Generative AI excels at handling diverse data sources such as emails, images, videos, audio files and social media content.
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AI this Earth Day: Top opportunities to advance sustainability initiatives
IBM Journey to AI blog
APRIL 22, 2024
To drive real change, it’s crucial for individuals, industries, organizations and governments to work together, using data and technology to uncover new opportunities that will help advance sustainability initiatives across the globe. The world is behind on addressing climate change.
AI 212
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New IBM study reveals how AI is changing work and what HR leaders should do about it
IBM Journey to AI blog
AUGUST 14, 2023
The rise of generative AI has surfaced many new questions about how the technology will impact the workforce. Even as AI becomes more pervasive in business, people are still a core competitive advantage. AI’s impact will vary across employee groups. The global skills gap is real and growing. billion of the 3.4
Automation 188
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How generative AI can help finance and accounting professionals
IBM Journey to AI blog
JUNE 23, 2023
Whether you’re a CFO, an accountant, a financial analyst or a business partner, artificial intelligence (AI) can help improve your finance strategy, uplift productivity and accelerate business outcomes. What is generative AI, what are foundation models, and why do they matter?
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Delivering responsible AI in the healthcare and life sciences industry
IBM Journey to AI blog
JANUARY 3, 2024
The COVID-19 pandemic revealed disturbing data about health inequity. It is not inconceivable that individuals would go to a popular search engine with an embedded AI agent and query, “ My dad can’t afford the heart medication that was prescribed to him anymore. The NIH further stated that between 47.5 million and 51.6
Responsible AI 199
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How to achieve high-impact personalization at scale with managed marketing services
IBM Journey to AI blog
MAY 16, 2023
Managed marketing services are the outsourcing of marketing business processes, such as campaign planning and execution, content management and enhancement, marketing analytics and other marketing support (SEO, social listening and loyalty). According to an Everest Group® study , offshore MMS centers increased over 50% from 2019 to 2022.
Automation 187
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Confidential Containers with Red Hat OpenShift Container Platform and IBM® Secure Execution for Linux
IBM Journey to AI blog
JANUARY 10, 2024
Hybrid cloud is also forcing a significant rethinking of how to secure and protect data and assets. Confidential computing is an emerging foundational capability that enables the protection of data-in-use. To address these concerns the industry is embracing container runtime environments to abstract away infrastructure.
AI Modeling 194
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How the right data and AI foundation can empower a successful ESG strategy
IBM Journey to AI blog
APRIL 10, 2023
A well-designed data architecture should support business intelligence and analysis, automation, and AI—all of which can help organizations to quickly seize market opportunities, build customer value, drive major efficiencies, and respond to risks such as supply chain disruptions.
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Creating exceptional employee experiences
IBM Journey to AI blog
FEBRUARY 8, 2024
HR has a vital role to play in delivering on these expectations to stay competitive, and leaders believe generative AI can help drive HR and talent transformation. Infusing AI and automation into every process frees up employees to focus on what is important to them as individuals.
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How to streamline and enhance critical F&A functions with generative AI
IBM Journey to AI blog
JUNE 23, 2023
In this future, your F&A function is cutting edge. You may have also deployed the latest cloud-native innovations and improved your operating expenses in the process. You may have also deployed the latest cloud-native innovations and improved your operating expenses in the process.
Generative AI 139
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How to improve your finance operation’s efficiency with generative AI
IBM Journey to AI blog
JUNE 23, 2023
While you may have learned about generative artificial intelligence (AI), you may not know what it means for the future of Finance and Accounting (F&A). As the name suggests, it generates images, music, speech, code, video or text, while it interprets and manipulates preexisting data.
Generative AI 162
162 How to create a robust digital transformation strategy
IBM Journey to AI blog
JANUARY 8, 2024
Organizations implementing successful business transformations are more likely to grow their existing businesses, eliminate silos, create revenue growth and business models and reinvent how they handle their operations. The result is nearly always the same. ” Why?
The risks and limitations of AI in insurance
IBM Journey to AI blog
MAY 8, 2023
Artificial intelligence (AI) is polarizing. In my previous post , I described the different capabilities of both discriminative and generative AI, and sketched a world of opportunities where AI changes the way that insurers and insured would interact. It excites the futurist and engenders trepidation in the conservative.
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What CIOs and CTOs should consider before adopting generative AI for application modernization
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. Here’s how CTOs and CIOs can evaluate their technology and data estates, assess the opportunity and chart a path forward.
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Buying APM was a good decision (so is getting rid of it)
IBM Journey to AI blog
SEPTEMBER 19, 2023
” Continuous comprehensive context allows all Instana users and their teams to see the data most relevant to them in the context required to do their jobs. .” ” Continuous comprehensive context allows all Instana users and their teams to see the data most relevant to them in the context required to do their jobs.
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Bring light to the black box
IBM Journey to AI blog
MAY 9, 2023
It is well known that Artificial Intelligence (AI) has progressed, moving past the era of experimentation to become business critical for many organizations. While the promise of AI isn’t guaranteed and may not come easy, adoption is no longer a choice. So what is stopping AI adoption today? It is an imperative.
Metadata 194
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Establishing an AI/ML center of excellence
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 106
106 Getting ready for artificial general intelligence with examples
IBM Journey to AI blog
APRIL 18, 2024
Imagine a world where machines aren’t confined to pre-programmed tasks but operate with human-like autonomy and competence. AGI, sometimes referred to as strong AI , is the science-fiction version of artificial intelligence (AI), where artificial machine intelligence achieves human-level learning, perception and cognitive flexibility.
Neural Network 239
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Artificial intelligence and a new era of human resources
IBM Journey to AI blog
OCTOBER 9, 2023
Artificial intelligence (AI) can help usher in a new era of human resource management, where data analytics, machine learning and automation can work together to save people time and support higher-quality outcomes. AI adoption into HR technology has the potential to assist HR teams in this new landscape.
Shedding light on AI bias with real world examples
IBM Journey to AI blog
OCTOBER 16, 2023
As companies increase their use of artificial intelligence (AI), people are questioning the extent to which human biases have made their way into AI systems. Companies are motivated to tackle the challenge of bias in AI not only to achieve fairness, but also to ensure better results. It also reduces AI’s potential.
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190 Transforming customer service: How generative AI is changing the game
IBM Journey to AI blog
JULY 17, 2023
While traditional AI approaches provide customers with quick service, they have their limitations. Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries.
Generative AI 145
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MLOps and the evolution of data science
IBM Journey to AI blog
AUGUST 11, 2023
The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data. What is MLOps?
Data Science 144
144 How to build a successful procurement strategy
IBM Journey to AI blog
DECEMBER 13, 2023
A procurement strategy allows an organization to navigate an increasingly complex global supply chain, adapt swiftly to market fluctuations, and achieve cost optimization, operational efficiency and growth. In addition, a well-crafted procurement framework fosters innovation and sustainability.
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181 5 things to know: Driving innovation with AI and hybrid cloud in the year ahead
IBM Journey to AI blog
DECEMBER 18, 2023
For organizations of all types—and especially those in highly regulated industries such as financial services, government, healthcare and telco—considerations including the rise of generative AI, evolving regulations and data sovereignty laws and ongoing security challenges must be top of mind.
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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs
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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Enterprises need generative AI tailored to their unique needs, with their own unique data
IBM Journey to AI blog
JULY 12, 2023
In less than a year, we’ve gone from the “run your business and apply AI to help” paradigm to a reality where enterprises in every industry are navigating how to embed AI into the fabric of their strategies. Generative AI based on foundation models has brought us to this inflection point.
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Modernizing child support enforcement with IBM and AWS
IBM Journey to AI blog
JUNE 2, 2023
The unavailability of a skilled workforce makes these systems expensive to operate, manage and enhance. improved document management capabilities, web portals, mobile applications, data warehouses, enhanced location services, etc.) At this point, families expect state agencies to have a modern, efficient child support system.
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NYC puts AI on notice: How a new HR regulation in NYC is impacting global processes
IBM Journey to AI blog
APRIL 6, 2023
This new regulation applies to any “automated employment tool;” so, any computational process derived from machine learning, statistical modeling, data analytics, or artificial intelligence, including homegrown and third-party programs. Washington, D.C. and other states are also proposing algorithmic HR regulations.
Automation 144
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Slack delivers native and secure generative AI powered by Amazon SageMaker JumpStart
AWS Machine Learning Blog
APRIL 18, 2024
This post is co-authored by Jackie Rocca, VP of Product, AI at Slack Slack is where work happens. It’s the AI-powered platform for work that connects people, conversations, apps, and systems together in one place. None of your data is used to train the underlying models.
Getting Started with GreatAPI: A Comprehensive Tutorial
Mlearning.ai
AUGUST 4, 2023
Abstract GreatAPI( [link] ) is a powerful Python framework that aims to simplify and accelerate the process of building web applications, endpoints for Machine Learning models, and general APIs using FastAPI. With its integrated Administrative UI, users gain effortless control over registered models, simplifying data management tasks.
Python 52
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Driving advanced analytics outcomes at scale using Amazon SageMaker powered PwC’s Machine Learning Ops Accelerator
AWS Machine Learning Blog
DECEMBER 19, 2023
Artificial intelligence (AI) and machine learning (ML) are becoming an integral part of systems and processes, enabling decisions in real time, thereby driving top and bottom-line improvements across organizations. However, putting an ML model into production at scale is challenging and requires a set of best practices.
Machine Learning 104
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