Analytics Vidhya

MAY 1, 2024

In this article, we will explore you through different platforms like Hugging Face, Perplexity AI, and Replicate that offer Llama-3 access. Join us as we explore how you can […] The post 3 Ways to Use Llama 3 [Explained with Steps] appeared first on Analytics Vidhya.

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Explainability Large Language Models AI AI 328

Analytics Vidhya

MAY 13, 2023

Even data scientists have trouble explaining why a model responds in a particular manner, leading to inventing facts out of nowhere. […] The post OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level appeared first on Analytics Vidhya.

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Explainability Large Language Models Data Scientist OpenAI 364

Analytics Vidhya

SEPTEMBER 14, 2023

But here’s the twist: AI needs more than fancy words. That’s where Explainable AI […] The post Unveiling the Future of AI with GPT-4 and Explainable AI (XAI) appeared first on Analytics Vidhya. We must understand how it thinks and decide if we can trust it.

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Explainable AI Explainability Artificial Intelligence Artificial Intelligence 336

AI News

JANUARY 17, 2025

Now, a powerful new generative AI tool from Microsoft could accelerate this process significantly. MatterGen enables a new paradigm of generative AI-assisted materials design that allows for efficient exploration of materials, going beyond the limited set of known ones, explains Microsoft.

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Big Data Generative AI Algorithm Explainability 311

Flipboard

APRIL 1, 2025

Foundation models (FMs) and generative AI are transforming enterprise operations across industries. McKinsey & Companys recent research estimates generative AI could contribute up to $4.4 McKinsey & Companys recent research estimates generative AI could contribute up to $4.4

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Automation Generative AI AI AI 159

AI News

DECEMBER 9, 2024

Avi Perez, CTO of Pyramid Analytics, explained that his business intelligence software’s AI infrastructure was deliberately built to keep data away from the LLM , sharing only metadata that describes the problem and interfacing with the LLM as the best way for locally-hosted engines to run analysis.”There’s

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Unite.AI

FEBRUARY 21, 2025

The conversation around Generative AI in banking often focuses on efficiency and job displacement, with reports predicting up to 200,000 job cuts in the industry due to AI. To maintain accountability, AI solutions must be transparent. Every banking transaction and interaction is deeply personal and nuanced.

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Unite.AI

SEPTEMBER 12, 2023

In recent years, the realm of artificial intelligence has witnessed an evolutionary leap with the advent of Generative AI. Characterized by its ability to produce novel outputs, be it text, images, or even code, Generative AI isn't just another tech trend – it's rapidly shaping the way businesses think, operate, and innovate.

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Generative AI AI AI Natural Language Processing 361

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. He’ll say anything that will make him seem clever,” McLoone tells AI News. “It As McLoone explains, it is all a question of purpose. “I

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Generative AI LLM Big Data Explainability 334

AWS Machine Learning Blog

MARCH 19, 2025

As we gather for NVIDIA GTC, organizations of all sizes are at a pivotal moment in their AI journey. The question is no longer whether to adopt generative AI, but how to move from promising pilots to production-ready systems that deliver real business value.

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AI News

JUNE 15, 2023

The Information Commissioner’s Office (ICO) is urging businesses to prioritise privacy considerations when adopting generative AI technology. According to new research, generative AI has the potential to become a £1 trillion market within the next ten years, offering significant benefits to both businesses and society.

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AI News

FEBRUARY 14, 2025

Despite mounting pressure, many enterprises are still struggling to show measurable returns on their AI investmentsand the high licensing fees of proprietary models is a major factor. In 2025, open-source AI solutions will emerge as a dominant force in closing this gap, he explains. The solutions?

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ESG Big Data Explainability AI 307

IBM Journey to AI blog

SEPTEMBER 25, 2024

Generative AI (gen AI) has transformed industries with applications such as document-based Q&A with reasoning, customer service chatbots and summarization tasks. Generative AI centralizes data into one interface providing natural language experience, speeding up issue resolution by reducing system toggling.

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AI Strategy Generative AI AI AI 316

IBM Journey to AI blog

SEPTEMBER 6, 2023

Generative AI is powering a new world of creative, customized communications, allowing marketing teams to deliver greater personalization at scale and meet today’s high customer expectations. With the right generative AI strategy, marketers can mitigate these concerns. The journey starts with sound data.

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NVIDIA

MARCH 17, 2025

Under the hood of every AI application are algorithms that churn through data in their own language, one based on a vocabulary of tokens. AI models process tokens to learn the relationships between them and unlock capabilities including prediction, generation and reasoning.

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Explainability AI AI AI Modeling 107

AI News

NOVEMBER 17, 2023

Ahead of this year’s AI & Big Data Expo Global , Umbar Shakir, Partner and AI Lead at Gate One , shared her insights into the diverse landscape of generative AI (GenAI) and its impact on businesses. It’s negative because X, Y, Z, and here’s the root cause for X, Y, Z,” explains Shakir.

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Generative AI Big Data Data Mining Explainability 326

IBM Journey to AI blog

SEPTEMBER 20, 2023

Few technologies have taken the world by storm the way artificial intelligence (AI) has over the past few years. AI and its many use cases have become a topic of public discussion no longer relegated to tech experts. AI’s value is not limited to advances in industry and consumer products alone.

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Generative AI AI AI Explainability 307

IBM Journey to AI blog

JUNE 27, 2024

Generative AI has altered the tech industry by introducing new data risks, such as sensitive data leakage through large language models (LLMs), and driving an increase in requirements from regulatory bodies and governments. This is to ensure that the same governance practices are applied to these new architectural components.

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Generative AI Data Ingestion Large Language Models Data Discovery 305

IBM Journey to AI blog

OCTOBER 15, 2024

When a user taps on a player to acquire or trade, a list of “Top Contributing Factors” now appears alongside the numerical grade, providing team managers with personalized explainability in natural language generated by the IBM® Granite™ large language model (LLM).

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Explainability Machine Learning Large Language Models Algorithm 257

Unite.AI

SEPTEMBER 23, 2024

Since Insilico Medicine developed a drug for idiopathic pulmonary fibrosis (IPF) using generative AI, there's been a growing excitement about how this technology could change drug discovery. Traditional methods are slow and expensive , so the idea that AI could speed things up has caught the attention of the pharmaceutical industry.

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Generative AI Data Quality AI AI 294

Unite.AI

DECEMBER 26, 2024

Generative AI has redefined what we believe AI can do. Early versions of ChatGPT showed how AI could have human-like conversations. This ability provides a glimpse into what was possible with generative AI. This ability provides a glimpse into what was possible with generative AI.

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Unite.AI

JUNE 18, 2024

This fascinating fusion of creativity and automation, powered by Generative AI , is not a dream anymore; it is reshaping our future in significant ways. Universities, research labs, and tech giants are dedicating substantial resources to Generative AI and robotics. Interest in this field is growing rapidly.

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Robotics Generative AI Explainable AI AI 278

IBM Journey to AI blog

MAY 1, 2024

AI tools help users address queries and resolve alerts by using supply chain data, and natural language processing helps analysts access inventory, order and shipment data for decision-making. Generative AI, with its ability to autonomously generate solutions to complex problems, will revolutionize every aspect of the supply chain landscape.

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Generative AI Natural Language Processing AI AI 240

AssemblyAI

APRIL 19, 2023

In this article, we’ll take a high-level look at these recent advancements and show how concepts from two distinct subfields of physics - electrostatics and thermodynamics - have elevated the performance of Generative AI models to a new echelon. Check out our dedicated guide, which explains how they work in greater depth.

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Unite.AI

MARCH 9, 2025

The introduction of generative AI and the emergence of Retrieval-Augmented Generation (RAG) have transformed traditional information retrieval, enabling AI to extract relevant data from vast sources and generate structured, coherent responses. It cannot discover new knowledge or explain its reasoning process.

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Explainability Large Language Models Data Analysis Chatbots 205

AWS Machine Learning Blog

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In the context of Amazon Bedrock , observability and evaluation become even more crucial.

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Generative AI Metadata Data Scientist AI 105

O'Reilly Media

FEBRUARY 25, 2025

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. So instead I spent all those years working on a versatile code visualizer that could be *used* by human tutors to explain code execution.

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Generative AI Python LLM AI 83

IBM Journey to AI blog

AUGUST 7, 2024

In the year since we unveiled IBM’s enterprise generative AI (gen AI) and data platform, we’ve collaborated with numerous software companies to embed IBM watsonx™ into their apps, offerings and solutions.

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Generative AI Large Language Models AI AI 284

AWS Machine Learning Blog

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. In the following sections, we explain how to deploy this architecture.

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Unite.AI

OCTOBER 20, 2023

AI models in production. Today, seven in 10 companies are experimenting with generative AI, meaning that the number of AI models in production will skyrocket over the coming years. As a result, industry discussions around responsible AI have taken on greater urgency. In 2022, companies had an average of 3.8

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Responsible AI Generative AI AI AI 283

NVIDIA

JANUARY 6, 2025

It started with perception AI understanding images, words and sounds. Then generative AI creating text, images and sound, Huang said. Now, were entering the era of physical AI, AI that can proceed, reason, plan and act. The next frontier of AI is physical AI, Huang explained.

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Robotics Explainability AI AI 145

IBM Journey to AI blog

JULY 30, 2024

A recent report published by Goldman Sachs has fueled a new debate around generative AI’s business value. Titled “Gen AI: Too much spend, too little benefit,” the report presents a contrasting view on what the technology currently delivers, approximately two years after its initial boom. in the coming decade.

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IBM Journey to AI blog

JUNE 17, 2024

The rise of generative AI is a make-or-break moment for CEOs. To turn these opportunities into reality, IBM’s recent AI Academy episode identifies five key pillars that must be in place. Strategy : Define a clear generative AI strategy, identifying priority use cases that tie to tangible business value and ROI.

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Generative AI AI AI AI Strategy 233

Analytics Vidhya

NOVEMBER 23, 2024

Large language models (LLMs) can help us better understand images, explaining […] The post Llama 3.2 Some of them make us think, some make us laugh, and some mesmerize us, making us wonder what’s the story behind them. 90B vs GPT 4o: Image Analysis Comparison appeared first on Analytics Vidhya.

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Large Language Models Explainability Generative AI AI 208

Unite.AI

DECEMBER 17, 2024

In the US alone, generative AI is expected to accelerate fraud losses to an annual growth rate of 32%, reaching US$40 billion by 2027, according to a recent report by Deloitte. Perhaps, then, the response from banks should be to arm themselves with even better tools, harnessing AI across financial crime prevention.

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Automation AI Explainability AI 246

Flipboard

JANUARY 16, 2025

Rapid development and deployment of powerful generative AI models comes with environmental consequences, including increased electricity demand and

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Explainability Generative AI AI Modeling AI 181

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.

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