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. Often called hallucinations, these problems can be harmful, especially if we blindly trust the AI. Upgrade to access all of Medium.

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The MLOps Blog

JUNE 27, 2023

As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. This includes features for model explainability, fairness assessment, privacy preservation, and compliance tracking.

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IBM Journey to AI blog

FEBRUARY 8, 2024

Similar to GDPR for privacy, the EU AI Act has potential to set the tone for upcoming AI regulations worldwide. Understanding the provisions of the EU AI Act and readying for compliance is essential for any organization who develops, deploys or uses AI — or is planning to. million euros or 1.5%

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Towards AI

JULY 22, 2023

Last Updated on July 24, 2023 by Editorial Team Author(s): Data Science meets Cyber Security Originally published on Towards AI. Let us go further into the enigmas of Artificial Intelligence, where AI is making waves like never before! So, don’t worry, this is where Explainable AI, also known as XAI, comes in.

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AI Weekly

JUNE 1, 2023

biomedcentral.com Artificial intelligence propels powertrain development In his book, Powertrain Development with Artificial Intelligence, Dr Aras Mirfendreski explains AI concepts and clarifies their use with powertrain applications.

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ODSC - Open Data Science

DECEMBER 7, 2023

The Importance of Implementing Explainable AI in Healthcare 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.

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Unite.AI

AUGUST 13, 2024

Regulators Investigate Potential Anti-Competitive Practices Following the contentious temporary removal of OpenAI's CEO in December 2023, the UK’s Competition and Markets Authority (CMA) launched an investigation into Microsoft and OpenAI's partnership.

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Unite.AI

JULY 14, 2024

In 2023, Meta AI proposed training its large language models (LLMs) on user data from Europe. Meta wished to expand into Europe to optimize the accuracy of its artificial intelligence (AI) technology systems by training them to use user data. This has adversely impacted its operations, leading to increased recalibration.

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IBM Journey to AI blog

DECEMBER 4, 2023

IBM watsonx.governance ™, a component of the watsonx™ platform that will be available on December 5 th , helps organizations monitor and govern the entire AI lifecycle. It helps accelerate responsible, transparent and explainable AI workflows. GARTNER is a registered trademark and service mark of Gartner, Inc.

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ODSC - Open Data Science

JUNE 8, 2023

We’re a few weeks removed from ODSC East 2023 and we couldn’t have left on a better note. The week was filled with engaging sessions on top topics in data science, innovation in AI, and smiling faces that we haven’t seen in a while. That’s it for our ODSC East 2023 highlights!

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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. What are the top Artificial Intelligence trends in 2023?

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ODSC - Open Data Science

FEBRUARY 24, 2023

At ODSC East 2023, we have a number of sessions related to data visualization and data exploration tools. For those looking to get more out of their data, whether you’re new to data science or you’re a seasoned pro, getting hands-on training with these tools is the best way to learn how they work.

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Marktechpost

AUGUST 24, 2023

Here’s our curated list of the top AI and Machine Learning-related subreddits to follow in 2023 to keep you in the loop. members and is a great place to learn more about the latest AI. The post 15 Artificial Intelligence (AI) And Machine Learning-Related Subreddit Communities in 2023 appeared first on MarkTechPost.

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NYU Center for Data Science

JUNE 16, 2023

Motivated by applications in healthcare and criminal justice, Umang studies how to create algorithmic decision-making systems endowed with the ability to explain their behavior and adapt to a stakeholder’s expertise to improve human-machine team performance. His work has been covered in press (e.g., UK Parliament POSTnote , NIST ).

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Dlabs.ai

JULY 19, 2023

Together, these strategies can help organizations navigate the complex landscape of AI technologies without jeopardizing individual privacy and trust. Read also: 6 Essential Tips to Enhance Your Chatbot Security in 2023 ] 3. Possible solution: Explainable AI Fortunately, a promising solution exists in the form of Explainable AI.

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How to Learn Machine Learning

JUNE 9, 2024

billion in 2023 and is expected to grow and reach $503.40 It is quite beneficial for organizations looking to capitalize on the potential of AI without making significant investments. 2) Explainable AI Explainability AI and interpretable machine learning are the different names of the same things.

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ODSC - Open Data Science

AUGUST 14, 2023

“I still don’t know what AI is” If you’re like my parents and think I work at ChatGPT, then you may have to learn a little bit more about AI. Funny enough, you can use AI to explain AI. Most AI-based programs have plenty of good tutorials that explain how to use the automation side of things as well.

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Flipboard

JULY 19, 2023

The research firm outlines when the average organization should expect a technology to deliver the benefits necessary to justify continued investment.

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Dlabs.ai

FEBRUARY 18, 2022

If you ended up here, you might be interested in the current report for 2023, available here: Top 10 AI Trends to Watch in 2023. Glean exclusive insights from ten industry specialists who have spent a lifetime working with AI, giving you the most accurate picture of what to expect in 2022.

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IBM Journey to AI blog

JULY 17, 2023

is a studio to train, validate, tune and deploy machine learning (ML) and foundation models for Generative AI. Watsonx.data allows scaling of AI workloads using customer data. Watsonx.governance is providing an end-to-end solution to enable responsible, transparent and explainable AI workflows. Watsonx.ai

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ODSC - Open Data Science

FEBRUARY 13, 2023

Explainable AI: As in the namesake, explainable AI’s purpose is to clearly and in a transparent manner, explain why a machine learning model came to a specific decision. First are two techniques that tackle the question of why predictions are made and explain them. Here are a few that are raising eyebrows.

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ODSC - Open Data Science

JUNE 1, 2023

Real-Time ML with Spark and SBERT, AI Coding Assistants, Data Lake Vendors, and ODSC East Highlights Getting Up to Speed on Real-Time Machine Learning with Spark and SBERT Learn more about real-time machine learning by using this approach that uses Apache Spark and SBERT. Learn more about it here.

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Dlabs.ai

MAY 22, 2022

The instructors are very good at explaining complex topics in an easy-to-understand way. Machine Learning Author: Andrew Ng Everyone interested in machine learning has heard of Andrew Ng : one of the most respected people in the AI world.

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Dlabs.ai

JULY 25, 2023

New York City has responded to these concerns by introducing new regulations on using Automated Employment Decision Tools (AEDTs) in 2023. Let’s start by explaining what exactly Automated Employment Decision Tools (AEDTs) are. What usage of AI in recruitment falls under AEDTs law? What are AEDTs?

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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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Towards AI

OCTOBER 7, 2023

Last Updated on October 9, 2023 by Editorial Team Author(s): Lye Jia Jun Originally published on Towards AI. Balancing Ethics and Innovation: An Introduction to the Guiding Principles of Responsible AI Sarah, a seasoned AI developer, found herself at a moral crossroads. The other safeguards personal data but lacks speed.

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ODSC - Open Data Science

MAY 30, 2023

In 2023-Q1, we even saw failing banks like SVB simply because of investments in “safe” treasury bonds. However, changing correlations can be a challenge for this type of portfolio allocation technique. For example, rising interest rates and falling equities already in 2013 and again in 2020 and 2022 led to drawdowns of risk parity schemes.

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Mlearning.ai

FEBRUARY 6, 2023

This is why we need Explainable AI (XAI). Attention mechanisms have often been touted as an in-built explanation mechanism, allowing any Transformer to be inherently explainable. Study.com [3] New AI classifier for indicating AI-written text. My AI Safety Lecture for UT Effective Altruism. OpenAI [4] E.

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Towards AI

AUGUST 30, 2023

Last Updated on September 1, 2023 by Editorial Team Author(s): Quin Daly Originally published on Towards AI. Photo by Nik Korba on Unsplash We live in the age of AI. Details This member-only story is on us. Upgrade to access all of Medium.

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Pickl AI

JANUARY 29, 2024

This expansion is set to occur at a noteworthy CAGR of 19% from 2023 to 2032. billion in 2023 to an impressive $225.91 Emerging Trends Emerging trends in Data Science include integrating AI technologies and the rise of Explainable AI for transparent decision-making. billion by 2032. billion by 2030.

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ML @ CMU

MARCH 31, 2023

However, while numerous explainable AI (XAI) methods have been developed, XAI has yet to deliver on this promise. On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations.

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Pickl AI

JULY 24, 2024

The future of AI also holds exciting possibilities, including advancements in general Artificial Intelligence (AGI), which aims to create machines capable of understanding and learning any intellectual task that a human can perform. 2004: Discussions about Generative Adversarial Networks (GANs) begin, signalling the start of a new era in AI.

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ML @ CMU

MARCH 30, 2023

However, while numerous explainable AI (XAI) methods have been developed, XAI has yet to deliver on this promise. On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations.

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Heartbeat

FEBRUARY 2, 2024

Published on October 24, 2023, at 12:54 pm. In xxAI — Beyond Explainable AI Chapter. Editorially independent, Heartbeat is sponsored and published by Comet, an MLOps platform that enables data scientists & ML teams to track, compare, explain, & optimize their experiments. What Is Visual Question Answering (VQA)?

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IBM Journey to AI blog

SEPTEMBER 3, 2024

Consider a serverless architecture and hardware optimized for AI workloads. Existential risks In March 2023, just 4 months after OpenAI introduced ChatGPT, an open letter from tech leaders called for an immediate 6-month pause on “the training of AI systems more powerful than GPT-4.”

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Mlearning.ai

FEBRUARY 2, 2023

This could for instance be used for patient risk stratification or maybe we could use eXplainable AI (XAI) to better understand these patterns and teach the doctors how to look for them. Proceedings of the Northern Lights Deep Learning Workshop 4 , (2023). Submission Suggestions What's your cardiovascular age?

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Unite.AI

NOVEMBER 29, 2023

Likewise, a report by Byline Times on November 20, 2023 , highlights significant concerns surrounding the election oversight bodies in the United Kingdom. For example, Algorithmic Fact-Checking Solutions, including Explainable AI (XAI) , assume a central role by providing a comprehensive overview of AI-driven techniques.

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