SAS' data ethics chief talks about keeping an ethical eye on AI; Axios, March 7, 2023

• Zachery Eanes
 , Axios; SAS' data ethics chief talks about keeping an ethical eye on AI

"The U.S. is at a crossroads when it comes to the future of artificial intelligence, as the technology takes dramatic leaps forward without much regulation in place, Reggie Townsend, director of SAS Institute's Data Ethics Practice, tells Axios.

Driving the news: Cary-based SAS is a giant in the world of data analytics, and the company and its customers are increasingly using AI to process data and make decisions. Townsend's role at the company puts him at the forefront of the conversation.

• It's why he's a member of the White House's National Artificial Intelligence Advisory Committee.

Why it matters: Artificial intelligence could soon impact nearly every aspect of our lives, from health care decisions to who gets loans."

Does the data industry need a code of ethics?; The Scotsman, August 29, 2019

David Lee, The Scotsman; Does the data industry need a code of ethics?

"Docherty says the whole area of data ethics is still emerging: “It’s where all the hype is now – it used to be big data that everyone talked about, now it’s data ethics. It’s fundamental, and embedding it across an organisation will give competitive advantage.”

So what is The Data Lab, set up in 2015, doing itself in this ethical space? “We’re ensuring data ethics training is baked in to the core technology training of all Masters students, so they are asking all the right questions,” says Docherty."

Are big tech’s efforts to show it cares about data ethics another diversion?; The Guardian, April 7, 2019

John Naughton, The Guardian; Are big tech’s efforts to show it cares about data ethics another diversion?

"No less a source than Gartner, the technology analysis company, for example, has also sussed it and indeed has logged “data ethics” as one of its top 10 strategic trends for 2019...

Google’s half-baked “ethical” initiative is par for the tech course at the moment. Which is only to be expected, given that it’s not really about morality at all. What’s going on here is ethics theatre modelled on airport-security theatre – ie security measures that make people feel more secure without doing anything to actually improve their security.

The tech companies see their newfound piety about ethics as a way of persuading governments that they don’t really need the legal regulation that is coming their way. Nice try, boys (and they’re still mostly boys), but it won’t wash. 

Postscript: Since this column was written, Google has announced that it is disbanding its ethics advisory council – the likely explanation is that the body collapsed under the weight of its own manifest absurdity."

What are tech companies doing about ethical use of data? Not much; The Conversation, November 27, 2018

James Arvanitakis , The Conversation; What are tech companies doing about ethical use of data? Not much

"Our relationship with tech companies has changed significantly over the past 18 months. Ongoing data breaches, and the revelations surrounding the Cambridge Analytica scandal, have raised concerns about who owns our data, and how it is being used and shared.

Tech companies have vowed to do better. Following his grilling by both the US Congress and the EU Parliament, Facebook CEO, Mark Zuckerberg, said Facebook will change the way it shares data with third party suppliers. There is some evidence that this is occurring, particularly with advertisers.

But have tech companies really changed their ways? After all, data is now a primary asset in the modern economy.

To find whether there’s been a significant realignment between community expectations and corporate behaviour, we analysed the data ethics principles and initiatives that various global organisations have committed since the various scandals broke.

What we found is concerning. Some of the largest organisations have not demonstrably altered practices, instead signing up to ethics initiatives that are neither enforced nor enforceable."

A Rising Crescendo Demands Data Ethics and Data Responsibility; Forbes, October 29, 2018

Randy Bean, Forbes; A Rising Crescendo Demands Data Ethics and Data Responsibility

"It is against this backdrop that data ethics has rapidly moved to the forefront of any meaningful discussion about data. A spate of recent articles -- Never Heard of Data Ethics? You Will Soon, It’s Time to Talk About Data Ethics, Data Ethics: The New Competitive Advantage, Will Democracy Survive Big Data and Artificial Intelligence – underscore the increasing urgency and highlight the ethical considerations that organizations must address when managing data as an asset, and considering its impact on individual rights and privacy.

I recently convened two thought-leadership roundtables of Chief Data Officers and executives with responsibility for data initiatives within their organizations. The increased focus and concern for the ethical use of data is born out of widespread reaction to recent and highly publicized misuses of data that represent breaches of public trust -- whether this be unauthorized data sharing by social media platforms, reselling of customer information by businesses, or biased algorithms that reinforce social inequalities.

It is within this context that we are now witnessing increased corporate attention to data for good initiatives. Companies are increasingly recognizing and acknowledging that ethical action and doing well can be synonymous with doing good. A few corporations, notably Mastercard through their Center for Inclusive Growth, Bloomberg through Bloomberg Philanthropies and the Data for Good Exchange, and JP Morgan through the JP Morgan Institute have been among those corporations at the forefront of ethical data use for public good...

Increasingly, corporations are focusing on issues of data ethics, data privacy, and data philanthropy. An executive representing one of the nation’s largest insurance companies noted, “We are spending more hours on legal and ethical review of data than we are on data management”."

Even The Data Ethics Initiatives Don't Want To Talk About Data Ethics; Forbes, October 23, 2018

Kalev Leetaru, Forbes; Even The Data Ethics Initiatives Don't Want To Talk About Data Ethics

"Two weeks ago, a new data ethics initiative, the Responsible Computer Science Challenge, caught my eye. Funded by the Omidyar Network, Mozilla, Schmidt Futures and Craig Newmark Philanthropies, the initiative will award up to $3.5M to “promising approaches to embedding ethics into undergraduate computer science education, empowering graduating engineers to drive a culture shift in the tech industry and build a healthier internet.” I was immediately excited about a well-funded initiative focused on seeding data ethics into computer science curricula, getting students talking about ethics from the earliest stages of their careers. At the same time, I was concerned about whether even such a high-profile effort could possibly reverse the tide of anti-data-ethics that has taken root in academia and what impact it could realistically have in a world in which universities, publishers, funding agencies and employers have largely distanced themselves from once-sacrosanct data ethics principles like informed consent and the right to opt out. Surprisingly, for an initiative focused on evangelizing ethics, the Challenge declined to answer any of the questions I posed it regarding how it saw its efforts as changing this. Is there any hope left for data ethics when the very initiatives designed to help teach ethics don’t want to talk about ethics?"

Canadian Medical Association leaves international group after president plagiarizes past president’s speech; Retraction Watch, October 8, 2018

Retraction Watch; Canadian Medical Association leaves international group after president plagiarizes past president’s speech

 

[Kip Currier: Quick question: How do you know if the scientific papers you're reading, and perhaps relying upon, represent "good" science or have been discredited? Enter Retraction Watch.

While working on a Research Misconduct chapter for my ethics textbook, I was reminded of Retraction Watch from one of my Information Ethics course's lectures. Retraction Watch is a project of its parent organization, The Center for Scientific Integrity, a 501(c)(3) non-profit, supported by grants like the John D. and Catherine T. MacArthur Foundation.

The Mission of The Center for Scientific Integrity is "to promote transparency and integrity in science and scientific publishing, and to disseminate best practices and increase efficiency in science."

One of the Center's 4 goals is a freely accessible "database of retractions, expressions of concern and related publishing events, generated by the work of Retraction Watch."

Exploring some of the content areas on the Retraction Watch site, I was enticed to check out the so-called "Retraction Watch Leaderboard"--billed by Retraction Watch as their "unofficial list" ranking individuals by the number of papers that have been retracted. Not a list one wants to make! An interesting gender-based observation by Retraction Watch, which bears further study and elucidation:

"We note that all of the top 30 are men, which agrees with the general findings of a 2013 paper suggesting that men are more likely to have papers retracted for fraud."

Another good-to-know-about section of Retraction Watch is its "Top 10 Most Highly Cited Retracted Papers"...Here's looking at you, Andrew Wakefield--still "in the house", presently at #2, for your 1998 invalidated autism/vaccines paper co-authored with 12 other researchers (!), not retracted until 12 years later in 2010 (!), and, as of October 9, 2018, cited 499 times after retraction (!):

"Ever curious which retracted papers have been most cited by other scientists? Below, we present the list of the 10 most highly cited retractions. Readers will see some familiar entries, such as the infamous Lancet paper by Andrew Wakefield that originally suggested a link between autism and childhood vaccines. You’ll note that many papers — including the #1 most cited paper — received more citations after they were retracted, which research has shown is an ongoing problem."

Retraction Watch also reports examples of plagiarism, as evinced by this October 8, 2018 story about the incoming World Medical Association (WMA) President, Leonid Eidelman, delivering a speech that was, allegedly, a "mashup" of remarks from the 2014 past WMA President's speech to the WMA, an MIT press release, and a telemedicine company's website. Quite a patchwork quilt of "creative" unattributed sourcing. Canadian Medical Association leaves international group after president plagiarizes past president’s speech."]

Cornell Food Researcher's Downfall Raises Larger Questions For Science; NPR, September 26, 2018

Brett Dahlberg, NPR; Cornell Food Researcher's Downfall Raises Larger Questions For Science

"The fall of a prominent food and marketing researcher may be a cautionary tale for scientists who are tempted to manipulate data and chase headlines.

Brian Wansink, the head of the Food and Brand Lab at Cornell University, announced last week that he would retire from the university at the end of the academic year. Less than 48 hours earlier, JAMA, a journal published by the American Medical Association, had retracted six of Wansink's studies, after Cornell told the journal's editors that Wansink had not kept the original data and the university could not vouch for the validity of his studies."

The problem with ethics in data; Human Resources Director New Zealand, August 29, 2018

Emily Douglas, Human Resources Director New Zealand; The problem with ethics in data

"The problem of ‘ethics in data’ has become entrenched in HR. A recent paper published in Philosophical Transactions A by Luciano Floridi and Mariarosaria Taddeo, questioned the nature of ‘data ethics’ and what it means in a corporate setting.

“While the data ethics landscape is complex, we are confident that these ethical challenges can be addressed successfully,” commented Floridi.

“Striking a robust balance between enabling innovation in data science technology, and respecting privacy and human rights will not be an easy or simple task. But the alternative, failing to advance both the ethics and the science of data, would have regrettable consequences.”

It serves as both a scary reminder of what exactly is at stake here, and a rousing challenge for HR practitioners. HR should take on the role of a gatekeeper to employee data – rather than procurer."

Cambridge Analytica controversy must spur researchers to update data ethics; Nature, March 27, 2018

Editorial, Nature; Cambridge Analytica controversy must spur researchers to update data ethics

"Ethics training on research should be extended to computer scientists who have not conventionally worked with human study participants.

Academics across many fields know well how technology can outpace its regulation. All researchers have a duty to consider the ethics of their work beyond the strict limits of law or today’s regulations. If they don’t, they will face serious and continued loss of public trust."

White House denies clearance to tech researcher with links to Snowden; Guardian, 1/29/16

Danny Yadron, Guardian; White House denies clearance to tech researcher with links to Snowden:

"The White House has denied a security clearance to a member of its technology team who previously helped report on documents leaked by Edward Snowden.

Ashkan Soltani, a Pulitzer prize-winning journalist and recent staffer at the Federal Trade Commission, recently began working with the White House on privacy, data ethics and technical outreach. The partnership raised eyebrows when it was announced in December because of Soltani’s previous work with the Washington Post, where he helped analyze and protect a cache of National Security Agency documents leaked by Snowden.

His departure raises questions about the US government’s ability to partner with the broader tech community, where people come from a more diverse background than traditional government staffers."