Unite.AI

JANUARY 1, 2025

AI is reshaping the world, from transforming healthcare to reforming education. Data is at the centre of this revolutionthe fuel that powers every AI model. Why It Matters As AI takes on more prominent roles in decision-making, data monocultures can have real-world consequences. Transparency also plays a significant role.

AI 182

AI AI Algorithm Large Language Models 182

Flipboard

DECEMBER 3, 2024

When you visit a hospital, artificial intelligence (AI) models can assist doctors by analysing medical images or predicting patient outcomes based on …

Explainable AI 145

Explainable AI Explainability Algorithm Artificial Intelligence 145

IBM Journey to AI blog

AUGUST 9, 2024

But generative AI is not predictive AI. Predictive AI is its own class of artificial intelligence , and while it might be a lesser-known approach, it’s still a powerful tool for businesses. What is generative AI? Gen AI models are trained on massive volumes of raw data.

Generative AI 301

Generative AI Explainability AI AI 301

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. In addition, editorial guidance on AI has been updated to note that ‘all AI usage has active human oversight.’

Prompt Engineering 332

Prompt Engineering Prompt Engineer OpenAI Large Language Models 332

Unite.AI

JUNE 26, 2023

At the root of AI mistakes like these is the nature of AI models themselves. Most AI today use “black box” logic, meaning no one can see how the algorithm makes decisions. Black box AI lack transparency, leading to risks like logic bias , discrimination and inaccurate results.

Black Box AI 297

Black Box AI Explainable AI Explainability AI 297

Unite.AI

NOVEMBER 22, 2024

Artificial Intelligence (AI) is making its way into critical industries like healthcare, law, and employment, where its decisions have significant impacts. However, the complexity of advanced AI models, particularly large language models (LLMs), makes it difficult to understand how they arrive at those decisions.

Large Language Models 113

Large Language Models Neural Network AI AI 113

Towards AI

AUGUST 31, 2023

Last Updated on September 1, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. An introduction to explainable AI This member-only story is on us. Powerful artificial intelligence models like DALLE or ChatGPT are super useful and fun to use. Upgrade to access all of Medium.

AI Modeling 124

AI Modeling Explainability Explainable AI Artificial Intelligence 124

ODSC - Open Data Science

NOVEMBER 30, 2023

Healthcare systems are implementing AI, and patients and clinicians want to know how it works in detail. Explainable AI might be the solution everyone needs to develop a healthier, more trusting relationship with technology while expediting essential medical care in a highly demanding world. What Is Explainable AI?

Explainable AI 94

Explainable AI Explainability Data Scientist Data Mining 94

IBM Journey to AI blog

OCTOBER 12, 2023

The tasks behind efficient, responsible AI lifecycle management The continuous application of AI and the ability to benefit from its ongoing use require the persistent management of a dynamic and intricate AI lifecycle—and doing so efficiently and responsibly. Here’s what’s involved in making that happen.

Data Scientist 234

Data Scientist Metadata Explainability Responsible AI 234

Unite.AI

APRIL 9, 2024

The adoption of Artificial Intelligence (AI) has increased rapidly across domains such as healthcare, finance, and legal systems. However, this surge in AI usage has raised concerns about transparency and accountability. Composite AI is a cutting-edge approach to holistically tackling complex business problems.

Composite AI 182

Composite AI Explainability Black Box AI Explainable AI 182

Unite.AI

JUNE 18, 2024

GANs gave rise to DALL-E , an AI model that generates images based on textual descriptions. Looking further ahead, one critical area of focus is Explainable AI , which aims to make AI decisions transparent and understandable. On the other hand, VAEs are used primarily in unsupervised learning.

Robotics 278

Robotics Generative AI AI Explainable AI 278

IBM Journey to AI blog

JANUARY 25, 2024

We expect technologies such as artificial intelligence (AI) to not lie to us, to not discriminate, and to be safe for us and our children to use. Yet many AI creators are currently facing backlash for the biases, inaccuracies and problematic data practices being exposed in their models.

Algorithm 247

Algorithm Explainability AI AI 247

IBM Journey to AI blog

FEBRUARY 8, 2024

The European Artificial Intelligence Act, while not yet law, is driving new levels of human oversight and regulatory compliance for artificial intelligence (AI) within the European Union. Similar to GDPR for privacy, the EU AI Act has potential to set the tone for upcoming AI regulations worldwide.

Artificial Intelligence 223

Artificial Intelligence Artificial Intelligence AI AI 223

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.

Metadata 227

Metadata Explainability Automation Responsible AI 227

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. Financial/criminal: Violations of existing and emerging data and AI regulations.

AI 300

AI AI Artificial Intelligence Artificial Intelligence 300

Marktechpost

JUNE 8, 2024

Despite performing remarkably well on various tasks, these models are often unable to provide a clear understanding of how specific visual changes affect ML decisions. In conclusion, the proposed framework enhances the explainability of AI models in medical imaging. If you like our work, you will love our newsletter.

Machine Learning 130

Machine Learning AI Modeling Explainability Computer Vision 130

Dlabs.ai

AUGUST 16, 2022

Artificial intelligence can transform any organization. That’s why 37% of companies already use AI , with nine in ten big businesses investing in AI technology. Still, not everyone can appreciate the benefits of AI. One of the major hurdles to AI adoption is that people struggle to understand how AI models work.

Explainability 52

Explainability Explainable AI AI Modeling Artificial Intelligence 52

IBM Journey to AI blog

OCTOBER 16, 2023

Artificial intelligence (AI) adoption is still in its early stages. As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. ” Are foundation models trustworthy?

Metadata 220

Metadata Explainability Automation Explainable AI 220

Unite.AI

JANUARY 23, 2025

Consequently, the foundational design of AI systems often fails to include the diversity of global cultures and languages, leaving vast regions underrepresented. Bias in AI typically can be categorized into algorithmic bias and data-driven bias. Explainable AI tools make spotting and correcting biases in real time easier.

Algorithm 113

Algorithm AI Developer AI Development AI 113

Unite.AI

FEBRUARY 25, 2025

The company has built a cloud-scale automated reasoning system, enabling organizations to harness mathematical logic for AI reasoning. With a strong emphasis on developing trustworthy and explainable AI , Imandras technology is relied upon by researchers, corporations, and government agencies worldwide.

Automation 100

Automation Neural Network Explainability AI 100

Pickl AI

OCTOBER 8, 2024

Summary: This blog discusses Explainable Artificial Intelligence (XAI) and its critical role in fostering trust in AI systems. Introduction Artificial Intelligence (AI) is becoming increasingly integrated into various aspects of our lives, influencing decisions in healthcare, finance, transportation, and more.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Explainability Explainable AI 52

IBM Journey to AI blog

SEPTEMBER 20, 2023

Foundational models (FMs) are marking the beginning of a new era in machine learning (ML) and artificial intelligence (AI) , which is leading to faster development of AI that can be adapted to a wide range of downstream tasks and fine-tuned for an array of applications.

Large Language Models 238

Large Language Models DevOps Data Science AI Modeling 238

Unite.AI

SEPTEMBER 23, 2024

Critics point out that the complexity of biological systems far exceeds what current AI models can fully comprehend. While generative AI is excellent at data-driven prediction, it struggles to navigate the uncertainties and nuances that arise in human biology.

Generative AI 294

Generative AI Data Quality AI AI 294

TransOrg Analytics

FEBRUARY 11, 2025

These are just a few ways Artificial Intelligence (AI) silently influences our daily lives. As AI continues integrating into every aspect of society, the need for Explainable AI (XAI) becomes increasingly important. What is Explainable AI? Why is Explainable AI Important?

Explainable AI 52

Explainable AI Explainability Convolutional Neural Networks Neural Network 52

IBM Journey to AI blog

SEPTEMBER 18, 2023

Additionally, artificial intelligence (AI) plays an important role. Although AI is what will unleash productivity for banks and corporate buyers, it will require responsible, transparent and explainable AI to transform the workflows and provide cross-border assurance.

ESG 241

ESG Automation Explainable AI Artificial Intelligence 241

IBM Journey to AI blog

JUNE 26, 2023

Concerns to consider with off the shelf generative AI models include: Internet data is not always fair and accurate At the heart of much of generative AI today is vast amounts of data from sources such as Wikipedia, websites, articles, image or audio files, etc. What is watsonx.governance?

Generative AI 203

Generative AI Explainability Explainable AI Natural Language Processing 203

Towards AI

JULY 22, 2023

Welcome to the next chapter of the book Artificial Intelligence. Let us go further into the enigmas of Artificial Intelligence, where AI is making waves like never before! Artificial intelligence has successfully captured the attention of all generations, from Gen Alpha through Gen-Z, and even Boomers.

Explainable AI 98

Explainable AI Explainability Neural Network Artificial Intelligence 98

IBM Journey to AI blog

FEBRUARY 8, 2023

Adherence to responsible artificial intelligence (AI) standards follows similar tenants. Gartner predicts that the market for artificial intelligence (AI) software will reach almost $134.8 Documented, explainable model facts are necessary when defending analytic decisions. billion by 2025.

Responsible AI 130

Responsible AI Explainability Explainable AI Automation 130

Towards AI

OCTOBER 19, 2024

Originally published on Towards AI. Why We’re Demanding Answers from Our Smartest Machines Image generated by Gemini AI Artificial intelligence is making decisions that impact our lives in profound ways, from loan approvals to medical diagnoses. What is Explainability AI (XAI)?

Explainability 105

Explainability Explainable AI Natural Language Processing Prompt Engineering 105

How to Learn Machine Learning

JANUARY 21, 2023

Keep hearing about AI? Then check out our article on the best Artificial Intelligence trends in 2023! Artificial intelligence (AI) is a term that encompasses the use of computer technology to solve complex problems and mimic human decision-making. Want to know where the field is going this year?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Robotics Natural Language Processing 52

Marktechpost

JULY 6, 2023

After all, for academics to design even more robust models and repair the flaws of present models concerning bias and other concerns, obtaining a greater knowledge of how ML models make predictions is crucial. In other words, it is safe to say that an IAI model provides its own explanation.

Explainable AI 52

Explainable AI Explainability Neural Network AI 52

Unite.AI

MARCH 18, 2024

As generative AI technology advances, there's been a significant increase in AI-generated content. This content often fills the gap when data is scarce or diversifies the training material for AI models, sometimes without full recognition of its implications.

AI 189

AI AI Data Integration Generative AI 189

Unite.AI

JULY 2, 2024

Artificial intelligence (AI) is revolutionizing industries, streamlining processes, improving decision-making, and unlocking previously unimagined innovations. As we witness AI's rapid evolution, the European Union (EU) has introduced the EU AI Act, which strives to ensure these powerful tools are developed and used responsibly.

AI Strategy 162

AI Strategy Explainability AI AI 162

NVIDIA

MARCH 1, 2024

Artificial intelligence, like any transformative technology, is a work in progress — continually growing in its capabilities and its societal impact. Trustworthy AI initiatives recognize the real-world effects that AI can have on people and society, and aim to channel that power responsibly for positive change.

AI 132

AI AI Algorithm Artificial Intelligence 132

Viso.ai

FEBRUARY 12, 2024

True to its name, Explainable AI refers to the tools and methods that explain AI systems and how they arrive at a certain output. Artificial Intelligence is used in every sphere of today’s digital world. Why do we need Explainable AI (XAI)?

Explainable AI 52

Explainable AI Explainability Deep Learning Neural Network 52

AI News

MAY 29, 2024

. “It’s using AI to figure out actually how your application works, and then provides recommendations about how to make it better,” Ball said. Upcoming AI opportunities According to Ball, a current opportunity is organising the unstructured data that feeds into AI models.

Explainability 322

Explainability Automation Big Data AI Engineer 322

Unite.AI

JANUARY 12, 2024

The field of artificial intelligence (AI) has seen tremendous growth in 2023. Generative AI, which focuses on creating realistic content like images, audio, video and text, has been at the forefront of these advancements. Enhancing user trust via explainable AI also remains vital.

Generative AI 189

Generative AI Neural Network ChatGPT Conversational AI 189