Unite.AI

DECEMBER 19, 2024

Thats why explainability is such a key issue. People want to know how AI systems work, why they make certain decisions, and what data they use. The more we can explain AI, the easier it is to trust and use it. Large Language Models (LLMs) are changing how we interact with AI. Lets dive into how theyre doing this.

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Analytics Vidhya

MARCH 14, 2023

The quality of AI is what matters most and is one of the vital causes of the failure of any business or organization. According to a survey or study, AI […] The post What are Explainability AI Techniques? Why do We Need it? appeared first on Analytics Vidhya.

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Marktechpost

OCTOBER 31, 2024

It elicits the need to design models that allow researchers to understand how AI predictions are achieved so they can trust them in decisions involving materials discovery. XElemNet, the proposed solution, employs explainable AI techniques, particularly layer-wise relevance propagation (LRP), and integrates them into ElemNet.

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AI Weekly

MARCH 20, 2025

Asked whether "scaling up" current AI approaches could lead to achieving artificial general intelligence (AGI), or a general purpose AI that matches or surpasses human cognition, an overwhelming 76 percent of respondents said it was "unlikely" or "very unlikely" to succeed.

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Flipboard

APRIL 3, 2025

Artificial Intelligence (AI) and blockchain are emerging approaches that may be integrated into the healthcare sector to help responsible and secure decision-making in dealing with CVD concerns. Cardiovascular disease (CVD) is rising as a significant concern for the healthcare sector around the world.

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AI News

OCTOBER 8, 2024

As artificial intelligence systems increasingly permeate critical decision-making processes in our everyday lives, the integration of ethical frameworks into AI development is becoming a research priority. She is tackling a fundamental question: How can we imbue AI systems with normative understanding? .

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AI Weekly

OCTOBER 3, 2024

ft.com Amazon's $4 billion partnership with AI startup Anthropic gets UK competition clearance Britain's competition watchdog said Friday that it's clearing Amazon's partnership with artificial intelligence company Anthropic because the $4 billion deal didn't qualify for further scrutiny. Regulation Gov.

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Marktechpost

MAY 8, 2024

Among the main advancements in AI, seven areas stand out for their potential to revolutionize different sectors: neuromorphic computing, quantum computing for AI, Explainable AI (XAI), AI-augmented design and Creativity, Autonomous Vehicles and Robotics, AI in Cybersecurity and AI for Environmental Sustainability.

Artificial Intelligence 131

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Unite.AI

JANUARY 28, 2025

Artificial Intelligence (AI) transforms how we solve problems and make decisions. With the introduction of reasoning models, AI systems have progressed beyond merely executing instructions to thinking critically, adapting to new scenarios, and handling complex tasks. Each brings unique benefits to the AI domain.

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Unite.AI

MARCH 1, 2025

Artificial intelligence is making waves across industries, but its impact is higher in some sectors than others. In these fields, gene editing is a particularly promising use case for AI. Explainable AI models will provide a positive step forward.

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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 …

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Unite.AI

DECEMBER 19, 2024

Another year, another investment in artificial intelligence (AI). By leveraging multimodal AI, financial institutions can anticipate customer needs, proactively address issues, and deliver tailored financial advice, thereby strengthening customer relationships and gaining a competitive edge in the market.

Automation 147

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Unite.AI

MARCH 6, 2025

In the race to advance artificial intelligence, DeepSeek has made a groundbreaking development with its powerful new model, R1. Renowned for its ability to efficiently tackle complex reasoning tasks, R1 has attracted significant attention from the AI research community, Silicon Valley , Wall Street , and the media.

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Towards AI

FEBRUARY 3, 2024

The LRP procedure [2] Conclusion Generally, the field of explainable artificial intelligence (XAI) plays a crucial role in ensuring that artificial intelligence systems are interpretable, transparent, and reliable. eds) Explainable AI: Interpreting, Explaining and Visualizing Deep Learning.

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Marktechpost

APRIL 24, 2024

To ensure practicality, interpretable AI systems must offer insights into model mechanisms, visualize discrimination rules, or identify factors that could perturb the model. Explainable AI (XAI) aims to balance model explainability with high learning performance, fostering human understanding, trust, and effective management of AI partners.

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Flipboard

FEBRUARY 14, 2025

Hemant Madaan, an expert in AI/ML and CEO of JumpGrowth, explores the ethical implications of advanced language models. Artificial intelligence (AI) has become a cornerstone of modern business operations, driving efficiencies and delivering insights across various sectors. However, as AI systems

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Towards AI

MARCH 17, 2024

Alongside this, there is a second boom in XAI or Explainable AI. Explainable AI is focused on helping us poor, computationally inefficient humans understand how AI “thinks.” Interpretability — Explaining the meaning of a model/model decisions to humans. This article builds on the work of the XAI community.

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Unite.AI

JUNE 26, 2023

In addition to strict, reasonable and thorough regulations, developers should take steps to prevent AI-gone-wrong scenarios. Explainable AI — also known as white box AI — may solve transparency and data bias concerns. Explainable AI models are emerging algorithms allowing developers and users to access the model’s logic.

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AI Weekly

JUNE 1, 2023

[Apply now] 1west.com In The News Almost 60% of people want regulation of AI in UK workplaces, survey finds Almost 60% of people would like to see the UK government regulate the use of generative AI technologies such as ChatGPT in the workplace to help safeguard jobs, according to a survey. siliconangle.com Can AI improve cancer care?

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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?

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Marktechpost

AUGUST 7, 2024

The Role of Explainable AI in In Vitro Diagnostics Under European Regulations: AI is increasingly critical in healthcare, especially in vitro diagnostics (IVD). The European IVDR recognizes software, including AI and ML algorithms, as part of IVDs.

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AI News

MARCH 7, 2024

The other three principles, meanwhile, explore safe, robust and explainable AI products; trust; and observing legal requirements and orienting to ethical principles. When the guidelines were first announced, the company hoped its AI code of ethics would contribute to public debate around artificial intelligence. “AI

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Marktechpost

AUGUST 24, 2023

In the fast-paced world of Artificial Intelligence (AI) and Machine Learning, staying updated with the latest trends, breakthroughs, and discussions is crucial. Here’s our curated list of the top AI and Machine Learning-related subreddits to follow in 2023 to keep you in the loop. With over 2.5 million members.

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Towards AI

NOVEMBER 1, 2023

Last Updated on November 2, 2023 by Editorial Team Author(s): Ahmed Fessi Originally published on Towards AI.

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Unite.AI

JANUARY 1, 2025

This collaborative model promotes the AI ecosystem, reducing reliance on narrow datasets. Using explainable AI systems and implementing regular checks can help identify and correct biases. For example, hugging Face s Datasets Repository allows researchers to access and share diverse data.

AI 182

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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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AI News

MARCH 5, 2025

Yaniski Ravid featured representatives from leading AI companies, who shared how their organisations implement transparency in AI systems, particularly in retail and legal applications.

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IBM Journey to AI blog

DECEMBER 8, 2023

Instead of freezing your way through the holidays, consider taking a more proactive stance to diagnose, handle and react to outages during these peak periods (and all the time, really) with an AI-powered approach to incident management.

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Pickl AI

JANUARY 12, 2025

Introduction Are you struggling to decide between data-driven practices and AI-driven strategies for your business? Besides, there is a balance between the precision of traditional data analysis and the innovative potential of explainable artificial intelligence.

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Unite.AI

APRIL 2, 2025

Large language models (LLMs) like Claude have changed the way we use technology. They power tools like chatbots, help write essays and even create poetry. But despite their amazing abilities, these models are still a mystery in many ways.

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Unite.AI

MARCH 18, 2025

Another notable trend is the reliance on synthetic data used for data augmentation, wherein AI generates data that supplements datasets gathered from real-world scenarios. Im also seeing strong interest in pursuing explainable AI. At Bright Data, we are not only enabling this transformation in the data collection landscape.

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Unite.AI

JUNE 18, 2024

Similarly, the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) developed a system where drones use AI-generated synthetic data to better navigate complex and dynamic spaces, increasing their reliability in real-world applications.

Robotics 278

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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? Let’s examine the two technologies and the key differences between each.

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Marktechpost

OCTOBER 6, 2024

Don’t Forget to join our 50k+ ML SubReddit Interested in promoting your company, product, service, or event to over 1 Million AI developers and researchers? The post FakeShield: An Explainable AI Framework for Universal Image Forgery Detection and Localization Using Multimodal Large Language Models appeared first on MarkTechPost.

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Unite.AI

AUGUST 13, 2024

All this will contribute to the development and adoption of responsible and explainable AI. Stay ahead of the curve in the ever-evolving world of artificial intelligence by visiting Unite.ai. The post Microsoft and Apple Step Back from OpenAI’s Board Amid Antitrust Concerns appeared first on Unite.AI.

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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.

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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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