element14 Community
element14 Community
    Register Log In
  • Site
  • Search
  • Log In Register
  • Members
    Members
    • Benefits of Membership
    • Achievement Levels
    • Members Area
    • Personal Blogs
    • Feedback and Support
    • What's New on element14
  • Learn
    Learn
    • Learning Center
    • eBooks
    • STEM Academy
    • Webinars, Training and Events
    • Learning Groups
  • Technologies
    Technologies
    • 3D Printing
    • Experts & Guidance
    • FPGA
    • Industrial Automation
    • Internet of Things
    • Power & Energy
    • Sensors
    • Technology Groups
  • Challenges & Projects
    Challenges & Projects
    • Design Challenges
    • element14 presents
    • Project14
    • Arduino Projects
    • Raspberry Pi Projects
    • Project Groups
  • Products
    Products
    • Arduino
    • Dev Tools
    • Manufacturers
    • Raspberry Pi
    • RoadTests & Reviews
    • Avnet Boards Community
    • Product Groups
  • Store
    Store
    • Visit Your Store
    • 'Choose another store...'
      • Europe
      •  Austria (German)
      •  Belgium (Dutch, French)
      •  Bulgaria (Bulgarian)
      •  Czech Republic (Czech)
      •  Denmark (Danish)
      •  Estonia (Estonian)
      •  Finland (Finnish)
      •  France (French)
      •  Germany (German)
      •  Hungary (Hungarian)
      •  Ireland
      •  Israel
      •  Italy (Italian)
      •  Latvia (Latvian)
      •  
      •  Lithuania (Lithuanian)
      •  Netherlands (Dutch)
      •  Norway (Norwegian)
      •  Poland (Polish)
      •  Portugal (Portuguese)
      •  Romania (Romanian)
      •  Russia (Russian)
      •  Slovakia (Slovak)
      •  Slovenia (Slovenian)
      •  Spain (Spanish)
      •  Sweden (Swedish)
      •  Switzerland(German, French)
      •  Turkey (Turkish)
      •  United Kingdom
      • Asia Pacific
      •  Australia
      •  China
      •  Hong Kong
      •  India
      •  Korea (Korean)
      •  Malaysia
      •  New Zealand
      •  Philippines
      •  Singapore
      •  Taiwan
      •  Thailand (Thai)
      • Americas
      •  Brazil (Portuguese)
      •  Canada
      •  Mexico (Spanish)
      •  United States
      Can't find the country/region you're looking for? Visit our export site or find a local distributor.
  • Translate
  • Profile
Internet of Things
  • Technologies
  • More
Internet of Things
Documents A Framework for Ethical AI
  • Blog
  • Forum
  • Documents
  • Events
  • Polls
  • Members
  • Mentions
  • Sub-Groups
  • Tags
  • More
  • Cancel
  • New
Internet of Things requires membership for participation - click to join
Actions
  • Share
  • More
  • Cancel
Engagement
  • Author Author: peggy-nxp
  • Date Created: 7 Dec 2020 3:06 PM Date Created
  • Last Updated Last Updated: 6 Oct 2021 10:30 PM
  • Views 313 views
  • Likes 1 like
  • Comments 0 comments
Related
Recommended

A Framework for Ethical AI

placeholder

 

 

It’s hard to deny that artificial intelligence has come so far so fast. It’s working its way into our lives in ways that seem so natural that we find ourselves taking it for granted almost immediately. It’s helping us get around town, keeping us fit and always inventing new ways to help around the house. The ever-increasing availability of affordable sensors and computing elements will only accelerate this trend. Thinking of what’s next, which was once the domain of science fiction writers, is now our day-to-day reality. In fact, Deloitte has estimated that more than 750 million AI chips will be sold in 2020 and by 2024 they expect this will exceed 1.5 billion.

As with any useful advancement, AI will be a little bit of a mixed bag. Most AI applications will be designed for the greater good, but there will always be outlying cases. The increase in autonomous applications that carry with them the potential to put humans in danger drives home the need for a universal code of conduct for AI development. A few years ago this would have sounded preposterous, but things are changing fast.

The industry, together with governments of several of the world’s leading nations, are already developing policies that would govern AI, even going so far as discussing a “code of conduct” for AI that focuses on safety and privacy. But how does one make AI ethical? First, you have to define what is ethical and the definition isn’t as cut and dry as we may hope. Without even considering the vast cultural and societal differences that could impact any such code, in practical terms, AI devices require complicated frameworks in order to carry out their decision-making processes.

The integrity of an AI system is just as important as the ethical programming because once a set of underlying principles is decided on, we need to be sure they’re not compromised. Machine learning can be utilized to monitor data streams to detect anomalies, but it can also be used by hackers to further enhance the effectiveness of their cyberattacks. AI systems also have to process input data without compromising privacy. Encrypting all communications will maintain confidentiality of data, and Edge AI systems are starting to use some of the most advanced cryptography techniques available.

Perhaps the biggest challenge is that the AI ecosystem is made up of contributions from various creators. Accountability and levels of trust between these contributors are not uniformly shared, and any breach could have far reaching implications if systematic vulnerabilities are exploited. Therefore, it’s the responsibility of the entire industry to work towards interoperable and assessable security.

image

Agreement on a universal code of ethics will be difficult and some basic provisions need to be resolved around safety and security. In the meantime, certification of silicon, connectivity and transactions should be a focus for stakeholders as we collaborate to build trustworthy AI systems of the future.

At NXP, we believe that upholding ethical AI principles, including non-maleficence, human autonomy, explicability, continued attention and vigilance, privacy and security by design is important. It is our responsibility to encourage our customers, partners and stakeholders to support us in this endeavor.

You can read more it in our whitepaper, The Morals of Algorithms – A contribution to the ethics of AI systems.

  • Share
  • History
  • More
  • Cancel
  • Sign in to reply
element14 Community

element14 is the first online community specifically for engineers. Connect with your peers and get expert answers to your questions.

  • Members
  • Learn
  • Technologies
  • Challenges & Projects
  • Products
  • Store
  • About Us
  • Feedback & Support
  • FAQs
  • Terms of Use
  • Privacy Policy
  • Legal and Copyright Notices
  • Sitemap
  • Cookies

An Avnet Company © 2023 Premier Farnell Limited. All Rights Reserved.

Premier Farnell Ltd, registered in England and Wales (no 00876412), registered office: Farnell House, Forge Lane, Leeds LS12 2NE.

ICP 备案号 10220084.

Follow element14

  • X
  • Facebook
  • linkedin
  • YouTube