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.

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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)?

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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.

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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?

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Pickl AI

APRIL 8, 2024

We delve into real-world examples to illustrate the impact of these mistakes and pave the way for a more ethical and responsible future of AI Failures. 13 Biggest AI Failures: A Look at the Pitfalls of Artificial Intelligence Artificial intelligence (AI) has become a ubiquitous term, woven into the fabric of our daily lives.

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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.

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Marktechpost

JULY 19, 2023

The boom of artificial intelligence (AI) in recent years is closely related to how much better human lives have become due to AI’s ability to perform jobs faster and with less effort. Nowadays, there are hardly any fields that do not make use of AI. Check out the Paper and Stanford Article.

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Mlearning.ai

DECEMBER 31, 2023

Principles of Explainable AI( Source ) Imagine a world where artificial intelligence (AI) not only makes decisions but also explains them as clearly as a human expert. This isn’t a scene from a sci-fi movie; it’s the emerging reality of Explainable AI (XAI). What is Explainable AI?

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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)?

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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.

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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.

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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.

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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.

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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.’

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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.

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Unite.AI

AUGUST 13, 2024

Likewise, The US Department of Justice (DOJ) initiated two distinct inquiries into Nvidia due to rising antitrust concerns surrounding their AI-centric business operations. Nvidia commands a 70% to 95% market share in the chips essential for training AI models.

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AI Weekly

OCTOBER 12, 2023

pitneybowes.com In The News AMD to acquire AI software startup in effort to catch Nvidia AMD said on Tuesday it plans to buy an artificial intelligence startup called Nod.ai Learn how to protect your bottom line. Get your FREE REPORT.] as part of an effort to bolster its software capabilities.

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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.

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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.

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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.

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Unite.AI

JULY 1, 2024

In recent years, the world has witnessed the unprecedented rise of Artificial Intelligence (AI) , which has transformed numerous sectors and reshaped our everyday lives. For example, AI models used in medical diagnoses must be thoroughly audited to prevent misdiagnosis and ensure patient safety.

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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.

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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?

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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.

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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.

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Unite.AI

SEPTEMBER 20, 2024

Artificial Intelligence (AI) is transforming industries worldwide and introducing new levels of innovation and efficiency. AI has become a powerful tool in finance that brings new approaches to market analysis, risk management, and decision-making.

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Marktechpost

AUGUST 13, 2024

However, the challenge lies in integrating and explaining multimodal data from various sources, such as sensors and images. AI models are often sensitive to small changes, necessitating a focus on trustworthy AI that emphasizes explainability and robustness.

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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.

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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.

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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.

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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.

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Towards AI

OCTOBER 3, 2024

Last Updated on October 5, 2024 by Editorial Team Author(s): Shashwat Gupta Originally published on Towards AI. The current generation of artificial intelligence has undeniably transformed industries across the globe, from healthcare and finance to transportation and entertainment.

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Pickl AI

SEPTEMBER 17, 2024

Introduction In the rapidly evolving landscape of cybersecurity, Artificial Intelligence (AI) has emerged as a powerful tool in the fight against cyber threats. This allows cybersecurity teams to focus on high-level strategy and decision-making, while AI handles the day-to-day monitoring and incident response.

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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.

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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?

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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.

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Towards AI

NOVEMBER 15, 2024

With policymakers and civil society demanding reliable identification of AI content, SynthID represents an important development in addressing issues around AI-driven misinformation and authenticity. Community workshop on explainable AI (XAI) in education.

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