IBM Journey to AI blog

JANUARY 24, 2024

To mitigate and prepare for such risks, penetration testing is a necessary step in finding security vulnerabilities that an attacker might use. A penetration test , or “pen test,” is a security test that is run to mock a cyberattack in action. These attacks are often performed by red teams, or offensive security team.

Automation 201

Automation 201

IBM Journey to AI blog

MARCH 4, 2024

We have all been witnessing the transformative power of generative artificial intelligence (AI), with the promise to reshape all aspects of human society and commerce while companies simultaneously grapple with acute business imperatives. AI is at a turning point, driving exponential advancements in an organization’s prosperity and growth.

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Unite.AI

JANUARY 18, 2024

LVMs are a new category of AI models specifically designed for analyzing and interpreting visual information, such as images and videos, on a large scale, with impressive accuracy. How LVMs Can Boost Enterprise Performance and Innovation? This is where the emergence of Large Vision Models (LVMs) becomes crucial.

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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 ). Modernized applications are deployed, monitored and maintained, with ongoing iterations to keep pace with technology and business advancements.

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Unite.AI

AUGUST 30, 2023

Compete in a product category that is AI-native One strategy for AI startups to win against Big Tech is to focus on product categories that are AI-native. Product categories that can truly embrace generative AI-native innovation are data-driven, and cater to a wide range of specialized use cases. And it’s free.

AI 182

AI AI OpenAI Generative AI 182

Unite.AI

JULY 3, 2023

Jonathan is a former Partner at KPMG, cyber security industry leader, and visionary. He has been quoted in a number of publications and routinely speaks to groups of clients regarding trends in IT, information security, and compliance. Could you share the genesis story behind Cranium AI?

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AI Impacts

APRIL 15, 2024

Background AI is likely to automate more and more categories of thinking with time. To some extent this will depend on how much good human thinking is devoted to these questions; but at some point it will probably depend crucially on how advanced, reliable, and widespread the automation of high-quality thinking about novel situations is.

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AI Weekly

SEPTEMBER 14, 2023

But one thing Microsoft-backed OpenAI needed for its technology was plenty of water, pulled from the watershed of the Raccoon and Des Moines rivers in central Iowa to cool a powerful supercomputer as it helped teach its AI systems how to mimic human writing. Updating your CRM. Writing emails. Watching call recordings.

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Robotics Artificial Intelligence Artificial Intelligence Machine Learning 218

Unite.AI

FEBRUARY 14, 2024

While CoPilot is considered the category leader, there are GenAI coding assistants with different specialties. There are endless ways to organize your code, like how to wrap open-source components in a way that makes the code interface look the same for open-source or proprietary code. Today, there are a variety of coding assistants.

Automation 182

Automation Large Language Models AI AI 182

IBM Journey to AI blog

JANUARY 11, 2024

Successful business owners know how important it is to have a plan in place for when unexpected events shut down normal operations. In this article, we’re going to look at some common threats and how disaster recovery plans (DRPs) and solutions can optimize preparedness.

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Data Integration 258

IBM Journey to AI blog

MAY 1, 2023

Continued advancement in AI development has resulted today in a definition of AI which has several categories and characteristics. The four categories of predictive modelling, robotics, speech and image recognition are collectively known as algorithm-based AI or Discriminative AI. It has taken the world by storm.

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Marktechpost

APRIL 23, 2024

Prompt Fuzzer : The Prompt Fuzzer is an interactive tool designed to evaluate the security of GenAI application system prompts by simulating various dynamic LLM-based attacks. It assesses security by analyzing the results of these simulations, helping users fortify their system prompts accordingly. 4, Vicuna, and PaLM-2.

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IBM Journey to AI blog

AUGUST 1, 2023

IBM Consulting provides the expertise to effectively implement design and creative generative AI models in a scaleable, secure and governed way for the enterprise. We’re delighted about the recent expansion of IBM and Adobe’s dynamic partnership to help brands transform their content supply chains using generative AI.

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ODSC - Open Data Science

MARCH 8, 2024

Ensuring LLM security and integrity is paramount as these models scale in multiple industries. This tool is adept at identifying various harm categories, including fabrication or ungrounded content (colloquially known as hallucination), misuse (including biases), and prohibited content (such as harassment).

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IBM Journey to AI blog

MAY 12, 2023

A global fast-moving consumer goods (FMCG) enterprise needed to modernize its product portfolio, focusing on high-growth categories like pet care, coffee and consumer health. Along the way, it needed to transform its organizational footprint, technology architecture and workplace culture—all sustainably.

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IBM Journey to AI blog

MAY 25, 2023

At the same time, there are reasonable concerns about how to mitigate bias, manage data security, and factor in precision and risk. At the same time, there are reasonable concerns about how to mitigate bias, manage data security, and factor in precision and risk. The CoE is off to a fast start.

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Marktechpost

JULY 7, 2023

However, as this technology is rapidly taking over multiple use cases in the market, we need to pay more attention to the security aspects of it and pay attention in greater detail to the risk associated with its usage, especially the open-source LLMs. Scorecard is a SAST tool created by the Open Source Security Foundation (OSSF).

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IBM Journey to AI blog

NOVEMBER 8, 2023

Similar acts — such as the Safe Food for Canadians Act , the German Supply Chain Due Diligence Act , the Uyghur Forced Labor Prevention Act and Drug Supply Chain Security Act — call for greater safety for consumers, laborers and the environment. Our dependence on supply chains is most pronounced in ensuring food supply.

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AWS Machine Learning Blog

NOVEMBER 26, 2023

All your data is encrypted to be private and secure. In this post, we show you how to use the Next Best Action recipe to personalize action recommendations based on each user’s past interactions, needs, and behavior.

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Machine Learning ML Software Engineer Deep Learning 79

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. We then discuss how building on a secure foundation is essential for generative AI.

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ODSC - Open Data Science

JUNE 22, 2023

Securing Data Lakes One of the biggest challenges of securing such a large data storage is digital security. As cyberattacks on businesses continue to rise, securing digital assets to prevent data from falling into the wrong hands is more important than ever. However, even digital information has to be stored somewhere.

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Unite.AI

MARCH 15, 2024

Categorical Searches: Users can search within categories such as tweets, papers, or blogs for more targeted and effective searching. It's designed to make your searches quicker and more efficient while keeping your private info secure. Consequently, AI search engines are stepping onto the scene as a revolutionary answer.

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IBM Journey to AI blog

AUGUST 8, 2023

We boast a robust partner network of hybrid multicloud, AI and security professionals and teams that are vertical smart and multicloud adept. This commitment has helped us become recognized in 13 categories for this year’s Microsoft’s Partner of the Year Awards , including Microsoft’s U.S.

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Generative AI AI AI 206

ODSC - Open Data Science

NOVEMBER 30, 2023

Feature Store Architecture, the Year of Large Language Models, and the Top Virtual ODSC West 2023 Sessions to Watch Feature Store Architecture and How to Build One Learn about the Feature Store Architecture and dive deep into advanced concepts and best practices for building a feature store. Our Cyber Week Deal is now live!

Large Language Models 98

Large Language Models Prompt Engineer Prompt Engineering Responsible AI 98

Towards AI

FEBRUARY 29, 2024

Have you ever wondered how this happens? This is essentially how data is processed in real-time. Launch EC2 instance: Create an EC2 instance with appropriate security group settings allowing inbound traffic on Kafka ports. Diagram by author As technology continues to advance, the generation of data increases exponentially.

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Marktechpost

JANUARY 31, 2024

Ten subtasks have been included in this dataset, grouped under four main categories: faithfulness, privacy, safety, and fairness. The results further emphasize how crucial red teaming alignment is to enhancing VLM robustness. These subtasks include image misleading, multi-modal jailbreaking, face fairness, etc.

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IBM Journey to AI blog

APRIL 25, 2023

Returning to the analogy, there have been significant changes to how we power cars. We also made the case that query and reporting, provided by big data engines such as Presto, need to work with the Spark infrastructure framework to support advanced analytics and complex enterprise data decision-making. Some use case examples will help.

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ODSC - Open Data Science

DECEMBER 4, 2023

If you haven’t encountered these detectors yourself, you’ve likely heard of them, but how exactly do they work? How AI Content Detectors Work Human experts can sometimes tell the difference between AI and human-written content, but not consistently. By analyzing each category, these models can learn common differences between them.

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IBM Journey to AI blog

OCTOBER 16, 2023

ML algorithms and data science are how recommendation engines at sites like Amazon, Netflix and StitchFix make recommendations based on a user’s taste, browsing and shopping cart history. Here are some real-world applications of machine learning that have become part of our everyday lives.

Machine Learning 129

Machine Learning ML Algorithm Chatbots 129

Towards AI

APRIL 9, 2024

We hope artists will be compensated and allowed to opt-out if their music is being used to train these models — but we expect it will take some time to establish exactly how existing copyright laws apply. Suno can make full two-minute songs from the prompt, with lyrics in any genre, in many languages, and with many accents.

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IBM Journey to AI blog

MAY 8, 2023

Risk and limitations of AI The risk associated with the adoption of AI in insurance can be separated broadly into two categories—technological and usage. Technological risk—security AI algorithms are the parameters that optimizes the training data that gives the AI its ability to give insights.

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AssemblyAI

MARCH 18, 2024

Generative AI is a broad category of artificial intelligence that enables machines to create new content with guidance from machine learning models. Generative AI is a broad category of artificial intelligence that enables machines to create new content with guidance from machine learning models.   What is Generative AI?

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Generative AI Large Language Models AI AI 147

Dlabs.ai

AUGUST 21, 2023

Company Location The location of your company’s HQ, operations, and data storage can dictate how you approach data processing, especially in AI. Especially for companies operating internationally, understanding how data can be transferred between countries is vital. That’s why you should approach AI with a clear-eyed evaluation.

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Large Language Models Automation Categorization AI Modeling 98

AWS Machine Learning Blog

FEBRUARY 13, 2024

SageMaker Feature Store provides a secured and unified store to process, standardize, and use features at scale across the ML lifecycle. SageMaker Feature Store provides a secured and unified store to process, standardize, and use features at scale across the ML lifecycle.

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ML ML Engineer Machine Learning Data Scientist 105

Flipboard

NOVEMBER 28, 2023

In this post, we discuss how to assess the potential risk of your AI system. Artificial intelligence (AI) is a rapidly evolving field with the potential to improve and transform many aspects of society. To realize the full potential of generative AI, however, it’s important to carefully reflect on any potential risks.

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AI Weekly

JULY 13, 2023

psychologytoday.com Decoding How Spotify Recommends Music to Users Machine learning (ML) and artificial intelligence (AI) have revolutionized the music streaming industry by enhancing the user experience, improving content discovery, and enabling personalized recommendations. Powered by pluto.fi theage.com.au

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Becoming Human

MAY 9, 2024

NLP is a branch of artificial intelligence (AI) that aims to teach machines how to understand, interpret, and generate human language. Document Classification : NER can help classify documents based on their class or category. It helps the model learn how to identify and categorize named entities accurately.

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Natural Language Processing NLP Categorization Data Mining 52