Homepage / Technology / Facebook has formed a special ethics team to prevent bias in its A.I. software
test Due Diligence Blog Digital Data Rooms for the Netherlands Board Room Apps Secure Board Management With Secure Board Portals What Happens at Board of Directors Meetings? Board Room Software Review How to Prepare Board Rooms for Effective Board Meetings Board Room Software Boosts Performance and Communication Selecting a Secure Data Room Review Local Data Room Service Review How to Find the Best Virtual Data Room Review What to Look for in a Data Room uk Provider Document Storage and Distribution Software Everything About VDRs Corporate Software Advantages How to Choose a Virtual Data Room Provider The Most Secure Way to Transfer Files How to Manage Online Board Meetings Benefits Virtual Data Room Solutions – Must-Haves for M&A and Due Diligence Best Data Room Functions for the Different Types of Industries How to Choose a VDR Software Provider How to Choose an Online Board Portal The Benefits of a Boardroom Review Board Room Online Solutions – How to Get the Most Out of Your Board Meetings Why You Need a Board Room How a Board Room Blog Can Transform Your Business Choosing the Best Board Room Format How to Have Productive and Engaging Board Directors Meetings Choosing the Right Virtual Data Room How to Keep Safe Documents Storage Teaching Kids About Online Safety Avoid Costly Mistakes With Free Data Room Services Corporate Virtual Data Secure Online Data Rooms Solutions How to Keep Share, Edit and Delete Your Data Safe Virtual Data Room Software Secrets for M&A Due Diligence What to Look For in Boardroom Providers Board of Directors Blog Posts How to Deliver Value at Your Board Meetings How to Have Effective Board Meetings Responsibilities of Board Members Deal Management – How to Effectively Manage a Complex Sales Pipeline Data Rooms For Mergers And Acquisitions How to Have a Successful Board Room Meeting Choosing a Board Room Service Provider What is a Board Room Service? Board Room Software Review – Choosing the Best Portal for Mother Board Meetings Why a Board Room Providers Review Is Important What Is a Board Room Review? Venture Software for VC Firms What Is an Assessment Report? The Importance of a Tech Audit Popular Business Applications What to Look For in a Data Room App What Are Business Applications? How to Choose a Virtual Data Room How to Plan a Data Room Review Coronavirus Guide What is a Virtual Data Room? What Is Data Science? What Is an Operating System? Turbotax Small Business Review How Online VDRs Are Used in M&A Deals Why Choose VDR Software? The Power of Business Software The Benefits of a Software Board Online Data Room Review The Importance of Tech Knowledge Improving Accuracy of Financial Data Online Business Records – How to Keep Your Online Business Records Accurate and Secure What is a Board Portal De? DealRoom Review – A Review of VDR Software M&A Due Diligence for Private Companies The Virtual Data Room Review Why Companies Use a Data Room Review to Facilitate M&A Transactions The Best File Sharing Services How Online VDRs Are Used in M&A Deals Best Virtual Data Room How to Choose a Best Board Room Provider Choosing a Data Room for Due Diligence What Is a Data Room Business Software? Best Data Room Providers Review Data Room Providers Review Mostbet Tr Resmî Web Sitesinde Giriş Ve Kayıt Olm Kumar Oynamak Için En Iyi Yerdir The Benefits of Cloud Data Services for Enterprises Online Data Room and SSL How to Build a Diverse Board of Directors Best Virtual Data Review A Data Room Service Review How Runn Makes Project Data Accessible, Accurate and Shareable Five Pillars of Information Protection The Importance of Online Business Reports Benefits of Colocation Services Virtual Data Rooms Guide Choosing a Business Virtual Data Room Choosing the Right VDR Service Review How to Conduct a Virtual Data Room Review Glory Online Casino Türkiye En Iyi Oyunları Ve Bahisleri Olan Kumarhane

Technology

Facebook has formed a special ethics team to prevent bias in its A.I. software

More than ever, Facebook is under pressure to prove that its algorithms are being deployed responsibly.

On Wednesday, at its F8 developer conference, the company revealed that it’s formed a special team and developed discrete software to ensure that its artificial intelligence systems make decisions as ethically as possible, without biases.

Facebook, like other big tech companies with products used by large and diverse groups of people, is more deeply incorporating AI into its services. Facebook said this week that it will start offering to translate messages that people receive via the Messenger app. Translation systems must first be trained on data, and the ethics push could help ensure that Facebook’s systems are taught to give fair translations.

“We’ll look back and we’ll say, ‘It’s fantastic that we were able to be proactive in getting ahead of these questions and understand before we launch things what is fairness for any given product for a demographic group,'” Isabel Kloumann, a research scientist at Facebook, told CNBC. She declined to say how many people are on the team.

Facebook said these efforts are not the result of any changes that have taken place in the seven weeks since it was revealed that data analytics firm Cambridge Analytica misused personal data of the social network’s users ahead of the 2016 election. But it’s clear that public sentiment toward Facebook has turned dramatically negative of late, so much so that CEO Mark Zuckerberg had to sit through hours of Congressional questioning last month.

Every announcement is now under a microscope.

Facebook stopped short of forming a board focused on AI ethics, as Axon (formerly Taser) did last week. But the moves align with a broader industry recognition that AI researchers have to work to make their systems inclusive. Alphabet’s DeepMind AI group formed an ethics and society team last year. Before that, Microsoft’s research organization established a Fairness Accountability Transparency and Ethics group.

The field of AI has had its share of embarrassments, like when three years ago Google Photos was spotted categorizing black people as gorillas.

Last year, Kloumann’s team developed a piece of software called Fairness Flow, which has since been integrated into Facebook’s widely used FBLearner Flow internal software for more easily training and running AI systems. The software analyzes the data, taking its format into consideration, and then produces a report summarizing it.

Kloumann said she’s been working on the subject of fairness since joining Facebook in 2016, right as people in the tech industry began talking about it more openly and as societal concerns emerged about the power of AI.

She said her group has “a bunch of collaborations” with teams inside the company and has worked with outside organizations, like the Better Business Bureau’s Institute for Marketplace Trust and the Brookings Institution.

Facebook doesn’t plan to release the new Fairness Flow software to the public under an open-source license, but the team could publish academic papers documenting its findings, Kloumann said.

At the same time, Facebook knows it can do more in terms of hiring AI researchers with a diversity of ideas and backgrounds to try to minimize bias in its software. The company’s AI research group has been opening labs far away from Facebook’s Silicon Valley headquarters — most recently in Montreal.

“This is something that I see us doubling down, for sure,” said Joaquin Quiñonero Candela, the company’s director of applied machine learning.

Source: Tech CNBC
Facebook has formed a special ethics team to prevent bias in its A.I. software

Comments are closed.