Responsible AI Archives

Responsible AI

Debug Object Detection Models with the Responsible AI Dashboard

Modeling Azure Microsoft Responsible AIposted by ODSC Community June 28, 2023

At Microsoft Build 2023, we announced support for text and image data in the Azure Machine Learning responsible AI dashboard in preview. This blog will focus on the dashboard’s new vision insights capabilities, supporting debugging capabilities for object detection models. We’ll dive into a text-based scenario... Read more

Fair and Explainable Machine Learning

Modeling Responsible AIposted by ODSC Community November 2, 2022

Application of Machine Learning in ambits such as medicine, finance, and education is still nowadays quite complicated due to the ethical concerns surrounding the use of algorithms as automatic decision-making tools. Two of the main causes at the root of this mistrust are: bias and low... Read more

Responsible AI is Not an Option. Here’s How You Can Achieve it

Blogs from ODSC Speakers Conferences Modeling Responsible AI West 2022posted by ODSC Community August 23, 2022

If you’re attending ODSC West you’re acutely aware of the fact that artificial intelligence (AI) is today widely used to inform and shape business strategies and services. You’re probably also aware that the decisions made by AI algorithms can appear callous and even careless. But it... Read more

Open-Source Assessment is Critical for the Future of Responsible AI

Modeling Responsible AIposted by ODSC Community April 26, 2022

Artificial intelligence’s technological sophistication and industry reach continues to evolve rapidly, which has prompted a movement to ensure that these systems are used responsibly. The broadest goal of Responsible AI (RAI) is to recognize the expansive consequences of AI systems, and adapt the development and management... Read more

20 Responsible AI and Machine Learning Safety Talks Every Data Scientist Should Hear

Conferences East 2022 Machine Learning Safety Responsible AIposted by ODSC Team April 8, 2022

As the adoption of AI accelerates in industry two increasingly important and related topics are responsible AI and machine learning safety (ML safety) which are featured tracks at ODSC East 2022. Here’s just a sample of 20 of over 110 free talks from leaders in the... Read more

10 Steps to Become a More Responsible Data Scientist

Modeling East 2022 Responsible AIposted by ODSC Team March 4, 2022

Responsible AI is a big tent idea that’s generated a lot of attention over the last few years. For those of us on the front lines, data scientists, machine learning (ML) engineers, researchers are others, the key question is: how do we build responsible AI in... Read more

15 Open Source Responsible AI Toolkits and Projects to Use Today

Modeling ethical ai Responsible AI trustworthy AIposted by ODSC Team January 21, 2022

Responsible AI, ethical AI, trustworthy AI, and transparent AI are all important topics lately. As more and more companies come under fire for allowing bias in their models or being secretive about their AI, people are becoming increasingly aware of the dangers of AI black boxes.... Read more

Best Ethical AI Research for 2021

Modeling ethical ai Responsible AI trustworthy AIposted by Daniel Gutierrez, ODSC October 12, 2021

Ethical AI is a topic that’s on many people’s minds these days. AI that adheres to well-defined ethical guidelines regarding fundamental values, including such areas like unbiased decisioning, individual rights, privacy, non-discrimination, and non-manipulation is a motivating factor in utilizing this important technology. Ethical AI places... Read more

Learn About Responsible AI at ODSC Europe with These Sessions

Conferences Featured Post ethical ai Europe 2021 Responsible AIposted by ODSC Team June 3, 2021

Responsible AI – or Ethical AI – is a hot topic lately. When many organizations are using machine learning and artificial intelligence for their daily tasks and backend processes, there’s an air of mystery surrounding it. What tools are they using? Where did they get the... Read more

Building an Ethical Data Science Practice

Modeling East 2021 Responsible AIposted by ODSC Community March 29, 2021

“F**k the Algorithm” is a bold mantra that we are likely to hear more about as unintended consequences of AI continue to unfold. For almost a decade, our industry has been obsessed with maximizing predictive performance – also seen as the ability with which AI can... Read more