Bias, Scientific method, Decision making, Systemic bias, Artificial intelligence, Critical thinking

Humane AI requires a regulatory regime

On Sep 26, 2020
@johnchavens shared
Humane AI requires a regulatory regime https://t.co/jjL6tVm8BV via @InformationAge Thanks for the EAD / IEEE shout out.
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Alejandro Saucedo, engineering director at Seldon, discusses the need for fit-for-purpose regulation when it comes to humane AI

www.information-age.com
On Sep 26, 2020
@johnchavens shared
Humane AI requires a regulatory regime https://t.co/jjL6tVm8BV via @InformationAge Thanks for the EAD / IEEE shout out.
Open

Humane AI requires a regulatory regime

Humane AI requires a regulatory regime

Alejandro Saucedo, engineering director at Seldon, discusses the need for fit-for-purpose regulation when it comes to humane AI

Intrinsic Bias Hurts AI (And Your Organization) -- Here's How To Stop It

Intrinsic Bias Hurts AI (And Your Organization) -- Here's How To Stop It

AI can be humanity’s greatest tool in eliminating systemic bias, but we’ll need to be honest with ourselves and each other to confront our pre-existing biases.

Exploring bias, explainability and accountability of AI and deep learning challenges in the railway sector

Exploring bias, explainability and accountability of AI and deep learning challenges in the railway sector

The railway sector is facing new risks - the recent adoption of artificial intelligence (AI) and deep learning systems have introduced new challenges.

AI Researchers Answer the 5 Big Questions About Fairness

AI Researchers Answer the 5 Big Questions About Fairness

If there are biases inherent in real-world data, AIs trained on that data get inculcated with those biases. We asked leading researchers 5 key questions about building AIs that behave with ...

Tackling bias in artificial intelligence (and in humans)

Tackling bias in artificial intelligence (and in humans)

In order to avoid bias in artificial intelligence, fair and transparent decisions will be needed to build confidence in AI systems.

Top 12 AI Ethics Research Papers Introduced In 2019

Top 12 AI Ethics Research Papers Introduced In 2019

The research papers introduced in 2019 define comprehensive terminology for communicating about ML fairness, go from general AI principles to specific tensions that arise when implementing ...

How Businesses Can Counter Bias in AI

How Businesses Can Counter Bias in AI

According to AI researcher Timnit Gebru, there’s “a real risk of institutionalizing bias as we institutionalize AI.” Gebru — a research scientist at Google AI — has studied the ethical ...

What Do We Do About the Biases in AI?

What Do We Do About the Biases in AI?

Three steps for leaders to take.

Go hands-on with interactive AI visualizations

Go hands-on with interactive AI visualizations

Given the increasing ubiquity of AI, it’s important that everyone is able to understand more about it.

Taking a hard look in the mirror to examine bias – humanity vs. artificial intelligence (AI)

Taking a hard look in the mirror to examine bias – humanity vs. artificial intelligence (AI)

I’m amazed at how rapidly the process of hiring employees and looking for work is changing. For generations, a big part of that process has been a person’s connections.

Applying ethics to AI: what to how

Applying ethics to AI: what to how

How is it that algorithmic bias is one of the hottest topics in artificial intelligence right now? Isn't the point of using machines to make fair decisions removed from human bias? Aren't ...

Algorithmic bias detection and mitigation: Best practices and policies to reduce consumer harms

Algorithmic bias detection and mitigation: Best practices and policies to reduce consumer harms

Algorithms must be responsibly created to avoid discrimination and unethical applications.

AI Should be Reducing Bias, Not Introducing it in Recruiting

AI Should be Reducing Bias, Not Introducing it in Recruiting

Tech companies that have implemented algorithms meant to be an objective, bias-free solution to recruiting more female talent have learned this the hard way.

AI has a bias problem. This is how we can solve it

AI has a bias problem. This is how we can solve it

Human bias is often developed into AI. To fix this, we need a fundamental rethink of the assumptions underpinning this vital technology.

Why organizations might want to design and train less-than-perfect AI

Why organizations might want to design and train less-than-perfect AI

Companies “need to change the way they motivate people in environments where parts of their jobs are done by AI,” argues a Stanford economics professor.

3 Things You Should Find Out Before Using AI at Your Company

3 Things You Should Find Out Before Using AI at Your Company

AI has powerful potential in business, but before you implement it, you need to consider the risks and how to mitigate them.