From Risk to Regeneration: Prioritizing People and Planet as the Metrics for Responsible AI
Photo: The Future Society - AI and the Rule of Law, Fifth Edition (2023)

From Risk to Regeneration: Prioritizing People and Planet as the Metrics for Responsible AI

The following is text from my remarks at the end of the first day of The Athens Roundtable Event, Artificial Intelligence and the Rule of Law 2023 Edition . Thank you to The Future Society who organized the event for the opportunity.

To get an immediate sense of how to implement Wellbeing metrics (measures that include accountable ways to prioritize people and planet for GenAI and any other AI systems), please check out IEEE's recent publication, Prioritizing People and Planet as the Metrics for Responsible AI written by over a dozen experts in areas of business, policy and academia.

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What gives you a sense of worth that connects you to yourself, other people and the planet??

My Dad got his sense of worth from being a psychiatrist.? His life’s purpose was based on helping people remove negative pain from their lives.?

When he died in 2011 I merged my passion for technology with the study of wellbeing that led me to write my 2014 book, Hacking Happiness: Why Your Personal Data Counts and How Tracking it Can Change the World .? It was in researching this book I discovered how thoroughly our data represents our identity in the world of technology and AI.?

It’s also where I discovered the science of positive psychology.

Whereas traditional psychoanalysis asks, “How can we remove someone’s pain,” positive psychology asks, “While we remove the pain, how can we also increase wellbeing?”?

Or in other words, how can we move beyond simply addressing harms to help someone flourish??

The science says this can happen for a person when they practice gratitude for themselves or engage in acts of altruism for others.

Living in this way brings connection to self and to others.? In joy.?

This is true for all humans, anywhere in the world.?

In my last book, Heartificial Intelligence: Embracing Our Humanity to Maximize Machines from 2016 I did a lot of research on the metrics of wellbeing.? These metrics provide quantifiable and qualitative instruments to account for and improve long-term human flourishing while also honoring nature.? The UN Sustainable Development Goals fall into this category as does the excellent work of The OECD in their seminal Better Life Index and new Centre on Well-being, Inclusion, Sustainability and Equal Opportunity .

These types of metrics account for things not measured by economic instruments of growth in isolation.?

But what you measure matters and who and what you don’t measure are not accounted for.? Literally.

And typically by not being measured they’re harmed.??

Using these wellbeing metrics, however, is a way to connect all people and the planet in complement to existing measurements of GDP.? Nobel laureate in economics Joseph Stiglitz noted in his 2009 report that, The time is ripe for our measurement system to shift emphasis from measuring economic production to measuring people’s well-being .

2009.

It is high time we adopt this thinking regarding the design, creation and regulation of Artificial Intelligence Systems.? Frontier, dual-use, or any type of AI.?

And we need to use the term, “AI Systems” versus just “AI.”? Because that reminds everyone these amazing technologies are powered by human and planetary data we must always account for.

While we have to understand the risks that can happen with these systems, we must also recognize the overarching harms that currently exist from not prioritizing ecological flourishing and human wellbeing as the societal metrics of success for these tools.?

I work for The IEEE Standards Association , and in terms of technical connection, we are all connected to wi-fi because of an IEEE Standard called 802.11.? Creating standards is hard work.? It involves lots of intense discussions over years where people must ensure they’re best communicating how certain technologies can be interoperable anywhere in the world.?

In 2016, IEEE brought together what would become over seven hundred global experts in a similar process of interdisciplinary consensus building to create a compendium document called, Ethically Aligned Design: A Vision for Prioritizing Human Wellbeing for Autonomous and Intelligent Systems .?

The 2017 version of the document inspired organizations like the OECD, IBM and dozens of others to help create their AI Principles and by the release of the 2019 version of the paper The IEEE 7000 series of standards focusing on the intersection of technological interoperability and applied ethics had grown to encompass over a dozen working groups and standards.?

IEEE is also proud to have co-founded The Athens Roundtable with The Future Society for its first iteration, inspired by the Law Chapter of Ethically Aligned Design .?

In terms of how standards can help govern AI systems with a people and planet perspective, I’ll give a few quick examples.?

The IEEE 7010 Recommended Practice for Assessing the Impact of Autonomous and Intelligent Systems on Human Well-Being launched in 2020 provides a wellbeing impact assessment that Frontier and all AI systems designers and users can implement to discover the innovation and value that comes from scenario planning utilizing wellbeing metrics.?

For instance, it’s well known that LLMs use a great deal of water to cool servers in data centers.? But that water won’t be available for more than a few years if water scarcity issues and aquifer depletion aren’t measured at the outset of design before funding is even allocated for a specific data center.? Working with local communities, farmers and indigenous populations using wellbeing metrics means creating the accountable basis for long-term business and AI development.?

Below is an image of the Wellbeing Impact Assessment flow chart from IEEE 7010-2020 which provides a visual complement to how this example of water could be analyzed using the standard:

From IEEE 7010-2020: Thanks to the Members of the Working Group who created this Flowchart

In terms of using metrics to embrace people who are often not accounted for, IEEE has a Standard Working Group creating a Recommended Practice for Provenance of Indigenous People’s Data , that we believe may be the first international indigenous data standard.? We must avoid the erasure and colonization of people’s language and culture with these AI systems.? Free, Prior and Informed Consent and indigenous sovereignty must be honored for a flourishing future.

And finally in terms of the people we universally must include and prioritize in all our AI Systems governance, The IEEE 2089 Standard for Age Appropriate Design released in 2021 provides organizations a framework to practically orient design processes for age appropriate digital services toward responsible technological innovation inclusive of children.? It’s based on regulation launched in the United Kingdom that was recently approved as regulation by Governor Newsom in California .?

Because human children exist now.? Their rights, data, and identity need to be protected whether or not AGI ever comes into being.?

Loneliness and isolation have been declared an epidemic in the U.S. by our Surgeon General and globally by the World Health Organization .?

Kids need to be told by this community that they have worth simply for being born.?

And they need to know our generation is prioritizing the planet over profit.?

Finally, IEEE has a new program called Planet Positive 2030 and a new series of 7800 standards focused on the concept of “regenerative” sustainability and design.? The idea of regeneration involves a transformation of the heart and mind to understand that “sustainability” doesn’t just mean minimizing emissions to avoid regulation.?

It means giving back more to the planet with everything we do.? With all the technology we create.

Our kids and the planet.? The living land and our ancestors.?

These are the stakeholders that matter most. We must see them.? And account for them.?

I want to thank The Future Society for this chance to talk and for all our speakers and panelists.? I especially appreciated hearing from the Global South from a region so critically important to listen to in terms of planetary safety to help gain perspectives beyond Global North or Western ethical traditions that tend to prioritize rationality as the cornerstone of intelligence.?

But it’s also the relationality and connection of community and caregiving that will help us ensure the value of these AI systems does not come primarily with metrics of growth or speed that risk devaluing human and planetary worth.

Rather, we must prioritize people and the planet as the metrics for responsible AI.

Together.

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The following charts are from Prioritizing People and Planet as the Metrics for Responsible AI and the first publication in the same series, A Call to Action for Businesses Using AI .

The logic from the Committee is you can use the first paper and AI Ethics Readiness Chart to help implement Responsible AI throughout your organization, then utilize Wellbeing Metrics to drive impact prioritizing people and planet for AI Systems, tech and policy overall.

Wellbeing Metrics Readiness Framework
AI Ethics Readiness Framework from


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IEEE's Wellbeing and AI Systems work (2016-2023)

Please note I have used people's titles as I found them on LinkedIn / other sources today (Dec 3, 2023) and members have worked at various jobs during the time these documents below were written (from 2015 until 2023). Where I have missed any work at IEEE focused on AI Systems and Wellbeing, please let me know and I can add them to this list. I am included work I was directly involved in creating, shepherding, or supporting.

Thank you in advance to everyone who I've included below. I should note that my comments in my speech for The Future Society do not necessarily reflect those of my employer (as IEEE is a large organization) or the experts listed below.

If I've forgotten anyone - my deep regrets and please email or contact me right away so I can add your name / info below. Where I couldn't find prominent bios on LinkedIn or via longish searches, I've left a few names / bios blank.

In 2019 The Board of Directors of IEEE did approve a Position Statement however, that, "IEEE endorses the principle that the design, development and implementation of autonomous and intelligent systems (A/IS) should be undertaken with consideration for the societal consequences and safe operation of systems with respect to: A/IS developers should consider impact on individual and societal well-being as the central criterion in development." Noting that Board positions can change, my point in listing this fact is that the nature of wellbeing in relation to AI Systems was elevated to the highest levels of IEEE in 2019.

I can't speak for all contributors below in terms of their current thinking, re: the nature of wellbeing metrics and AI Systems, but do want to deeply thank them for their participation in this work that has helped me and many others fundamentally consider why ecological flourishing and human wellbeing are so critical to prioritize for AI systems and all technology development.

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Prioritizing Human Well-being in the Age of Artificial Intelligence

On 11 April 2017, IEEE hosted a dinner debate at the European Parliament in Brussels called, Civil Law Rules on Robotics: Prioritizing Human Well-being in the Age of Artificial Intelligence.

A primary subject of debate for IEEE’s event at the Parliament was to ask how existing Beyond GDP metrics that do measure emotion or other AI-relevant factors could increase the efficacy of these technologies while inspiring ethically driven innovation overall. In the same way the notion of liability must evolve to best define accountability for a robot and its operator,

...the hypothesis for the evening was that the world’s top metric of value must move Beyond GDP to holistically measure how intelligent and autonomous systems can hinder or improve human well-being.

Watch the video here , (seven minutes) featuring the following people:

  • (MEP) Mady Delvaux , Member European Parliament from 2014-2019
  • Fabrice Murtin , Senior Economist, Household Statistics and Progress Measurement Division of the OECD Statistics Directorate
  • Raja Chatila , IEEE fellow, Director of the Institute of Intelligent Systems and Robotics, Sorbonne – University Pierre and Marie Curie, Paris and Chair of the Executive Committee for The IEEE Global Initiative
  • Salla Saastamoinen – Deputy Director-General, Joint Research Centre, European Commission
  • Juha Heikkil? – Adviser, European Commission.
  • Virginia Dignum – Full Professor, Ume? University
  • Vincent C. Müller – Alexander von Humboldt Professor "Philosophy and Ethics of AI" at FAU Erlangen-Nürnberg
  • Dr. Christina J. Colclough , Founder, The Why Not Lab
  • Mary Honeyball , Member, European Parliament from 2000-2019
  • Pétia Georgieva , Member IEEE European Public Policy Initiative (EPPI) and Faculty Member, University of Aveiro
  • Claude de Ganay , Member of the French National Assembly
  • MEP Heidi Hautala , Member, European Parliament
  • Catelijne Muller , President ALLAI, Member OECD Expert Group on AI Incidents, frmr. Member High Level Expert Group on AI

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Thank you to the Co-Chairs of the committee that drove the work of the two Ethically Aligned Design for Business Papers. The first paper in the series is, A Call to Action for Businesses Using AI:

And to the Committee members that drove this work:

  • Kathy Baxter , Principal Architect, Responsible AI & Tech at Salesforce
  • Anna Bethke , Director of Data Science and AI, Included
  • Hermann Brand , European Standards Affairs Director at IEEE Technology Centre
  • Caroline Chubb Calderon , HelloHumanity, Founder and CEO
  • Raja Chatila , IEEE, Chair, IEEE Global A/IS Ethics Initiative
  • Sam Coates , LEGO, Vice President, Head of Innovation, Interactive Business at The LEGO Group
  • Renee Farris , Generative AI, Product Privacy Manager @ Meta | ex-Google
  • Bob Flint , CEO, Mirico
  • Andrey Golub , ELSE Corp, co-Founder and CEO
  • Daniela Hanauer , Partner - PwC Sustainability Services
  • John C. Havens , Regenerative Sustainability Practice Lead for IEEE Standards Association, Staff Lead, Planet Positive 2030 & Founding Executive Director, The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems
  • Annie Jean-Baptiste , Author, Building for Everyone & Founder, Director of Product Inclusion & Equity at Google
  • David Joa , SVP at Bank of America
  • Kashyap Kompella , CEO, RPA2AI Research
  • Karen McCabe , Senior Director, Public Affairs and Marketing, IEEE Standards Association
  • Dr. Eva Muller , Partner EY Data & Analytics, Global Ethical AI advisory board member
  • Dr. Clara Neppel , Senior Director, European Business Operations, IEEE
  • Amy Oding , Director, Airplan Limited
  • Benjamin Olsen , Principal PM Lead, Responsible AI & Data Compliance

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Thank you to the Co-Chairs of the committee that drove this work. The second paper in the Ethically Aligned Design for Business series: Prioritizing People and Planet as the Metrics for Responsible AI:

And to the Committee members that drove this work:

  • Uthman Ali , BP, AI Ethics Adviser & Senior Product Analyst
  • Kathy Baxter , Principal Architect, Responsible AI & Tech at Salesforce
  • Richard Benjamins , Chief Responsible AI Officer, Telefónica
  • Flavio S. Correa da Silva , Associate professor, USP (Brazil) - Applied Artificial Intelligence; Ethics in Artificial Intelligence; Future Places for Living; Future Health.
  • Olivia Gambelin , Founder, Ethical Intelligence
  • Ilana Golbin Blumenfeld , Director at PwC Emerging Technologies and Responsible AI Lead
  • John C. Havens , Regenerative Sustainability Practice Lead for IEEE Standards Association, Staff Lead, Planet Positive 2030 & Founding Executive Director, The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems
  • Kashyap Kompella , CEO, RPA2AI Research
  • Carl-Maria M?rch , Co-director FARI - AI Institute for the Common Good
  • Dr. Clara Neppel , Senior Director, European Business Operations, IEEE
  • Alice Thwaite , Founder of Hattusia and The Echo Chamber Club

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Thank you to the members of IEEE 7010-2020 who helped inspire all this work:

  • Laura Musikanski (Chair) Executive Director, The Happiness Alliance
  • John C. Havens , (Vice-Chair) Regenerative Sustainability Practice Lead for IEEE Standards Association, Staff Lead, Planet Positive 2030 & Founding Executive Director, The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems
  • Daniel Schiff , (Secretary) PhD AI Policy & Ethics; Assistant Prof. @ Purdue; Co-Director, Governance and Responsible AI LAB (GRAIL)
  • Zvikomborero Murahwi , (Technical Editor) IEEE CertifAIEd Assessor
  • Maria Armaou , Associate Outcomes Researcher @ ICON plc | Qualitative Research
  • Aladdin Ayesh , Professor of Artificial Intelligence and Vice Dean for Joint Institute of Data Sciences and Artificial Intelligence
  • Rachel Bellamy , Chair, Computer Sciences Exploratory Research Council at IBM Research | ACM & IEEE Senior Member
  • Marc B?hlen , Professor, University of Buffalo
  • James Bradbury , Mitigation Program Director, Georgetown Climate Center
  • Bud Brown
  • Renee Bunnell , Founder & CEO, Real Engagement AI
  • Colleen Chen , Associate at McKinsey & Company
  • Aymee Coget , Founder, Live on Purpose
  • Lubna Dajani , Founder and MD, Allternet
  • Alice Vo Edwards , Organizational Psychologist
  • Anat Fanti , Board Member NOGAFem
  • Tyler Folsom , Founder of μ-AV (autonomous microvehicles) & professor at University of Washington
  • Lani Frazier
  • Renaud Gaucher , Researcher at Groupe JLO, Société à mission, PhD in happiness studies, ChatGPT prompt engineer
  • Ron Giblin , CX Solution Advisor Architect
  • Gregg Gunsch , (Former) Professor of Digital Forensic Science, Defiance College
  • Joseph Hackman , Associate Faculty, Columbia University
  • Victoria A. Hailey , AI & ESG ethics, risk, & security consultation / audit
  • Marek Havrda , Deputy Minister for European Affairs, Office of the Government of the Czech Republic
  • Andrew Kemendo , Head of Artificial Intelligence, Gambit
  • Michael Lennon , Sr. Fellow at CEPL, Principal at CAIPP
  • Richard Mallah , Future of Life Institute, Principal AI Safety Strategist
  • Sukanya Mandal , Data Science and Machine Learning, Capgemini
  • Matteo Marini , Partner Development Specialist, Amazon Web Services
  • Dr. Nikki Mirghafori , AI Scientist, Advisor, and Buddhist Teacher
  • Damoula Morenikeji , Parallel Social Entrepreneur
  • Doruk Ozulu , Managing Director, EFOSS Corporation
  • Bogdana Rakova , Senior Trustworthy AI Fellow at Mozilla
  • Sanya Sheikh , Full Stack Engineer, Fidelity Investments
  • Marc Steen , Senior research scientist at TNO: Responsible Innovation. Book: ‘Ethics for people who work in tech’
  • Sari Stenfors , Executive Director, Augmented Leadership Institute
  • Michael Thornton , Head of Product at BIOS Health Ltd
  • Mark Underwood , AVP Strategic Initiatives, Controls and Countermeasures at Synchrony
  • Sarah Villeneuve , Partnership on AI, Lead of Fairness, Transparency, Accountability & ABOUT ML
  • Marisa Zalabak , CEO and Founder, Open Channel Culture

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This work got its inspiration from the Wellbeing Chapter of Ethically Aligned Design, a committee that released two reports in 2017 and 2019 . Below is the list of members from the Committee :

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Olivia Gambelin

AI Ethicist | Author of Responsible AI | Keynote Speaker | Founder

11 个月

I love the wellbeing and flourishing focus John, and have loved getting to work with you on it!

回复
Dr. Sabine Seymour

REGENERATIVE PUNK // ??keynote speaker, advisor, author, entrepreneur, board member, professor // #AI #data #leadership #(bio)diversity #health #food #wearabletech #climate // Lisbon + Vienna (formerly New York)

11 个月

John C. Havens #AI and #regeneration or at least #sustainable computation. Let’s explore impact of environmental changes caused by and impacting digital technologies. Wonderful to read your summary of thoughts.

Chuck Metz

THIS RANDOM SENSE OF WONDER Writing | Research | Science & Technology | Future | Business Culture

11 个月

Excellent! Thank you, John, for championing this message from your unique blend of position, gift, and passion! So gratifying to see...

Max Song

Climatetech Entrepreneur, Investor, Board Member, Schwarzman Scholar, Forbes30U30

11 个月

Incredible sharing and picture

Carl-Maria M?RCH

Co-director FARI - AI Institute for the Common Good (ULB-VUB) in Brussels, Adjunct Professor - Université du Québec à Montréal

11 个月

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