
Grounded in the 1+1+AI=10โข methodology and the SHINEโข storytelling framework, AI for Humanity demonstrates how human judgment, collective intelligence, and AI-supported synthesis can translate complexity into clarity for leaders operating across sectors.
Invited Institutional and External Guests
This convening brings together institutional leaders from academia, philanthropy, education, finance, and technology whose work intersects with the applied questions explored in AI for Humanity. Their participation reflects the initiativeโs commitment to grounding ideas in real-world governance, decision-making, and implementation. These perspectives anchor cross-sector dialogue on how human-centered AI is being shaped and applied within complex institutions and public systems. Ani Mohan Group Product Manager, Google Labs (NotebookLM Product Lead) Charlie Redding, MBA Director, Services and Business Development, Acuity Brands Greg Morrisett, PhD Jack and Rilla Neafsy Dean and Vice Provost, Cornell Tech Jennifer Qian GenAI Creative Technologist, New Business Ventures, Adobe LizAnn Eisen, JD Executive Director, Elie Wiesel Foundation Maria Fernandez, JD Deputy Secretary of Education, Office of Governor Kathy Hochul, New York State Executive Chamber Pascal Vallet, MS School Principal, United Nations International School Stuart Cane, JD, PhD Vice President, Sompo International Executive Advisor, The International Social Impact Instituteยฎ Sudeep Kesh, MBA Managing Director, Innovation and Disruptive Technology, S&P Global Ratings Zak Kidd Founder, AskHumans
Contributors and Chapter Perspectives
This section highlights selected contributors to the AI for Humanity anthology alongside distinguished members of the American Society for AI who are participating in the convening beyond individual chapter authorship. Together, they reflect the editorial and institutional stewardship shaping AI for Humanity. Part 1: Ethical & Responsible AI Selected contributors whose chapters examine ethical and responsible AI through lived experience, applied frameworks, and real-world challenges. Topics span governance, evaluation, human systems, and design. The preview offers a starting point for engagement. Additional authors and chapters are included in the full anthology. Reid Blackman, PhD Author of the Ethical & Responsible AI Foreword Amanda C. Molina, JD, MA, MBA Navigating the Nexus: Transparency, Accountability, and Governance Elizabeth (Liz) Ngonzi, MMH The Living Spiral: Relational Intelligence, Human Systems, and the Long Arc to Exponential Impact Jayeeta Putatunda, MS Responsible Evaluation by Design (REvD): Measuring AIโs Total Impact Sherry McAllister, PhD Adjusted Intelligence: Aligning AI with Whole-Being Human Potential Part 2: Education & Workforce Transformation This section introduces a subset of contributors whose chapters explore how education systems, workforce models, and leadership practices are evolving in response to AI. Their work examines skills, access, institutional change, and the human dimensions of learning in an AI-enabled world. Aaron Poynton, PhD Co-Founder and Executive Director, ASFAI | Executive Committee Sponsor, AI for Humanity Anthology (Joining via video) The New-Collar Workforce: How AI Is Redefining Skills and Education Willonius Hatcher Board Member Digital Decolonization: How AI is Finally Giving Marginalized Students Their Voice Back Part 3: Policy, Regulation & Legislation This section introduces a subset of contributors whose chapters address the policy and governance implications of AI across infrastructure, regulation, and public accountability. Their work focuses on how decision-makers can navigate complexity, manage risk, and shape adaptive frameworks in rapidly evolving systems. Keith Pijanowski Anthology Editor Mapping the AI Terrain: Why Policymakers Must Differentiate to Regulate Part 4: Finance, Technology & Investments This section introduces a subset of contributors whose chapters examine how AI is reshaping financial systems, technological innovation, and investment strategies. Their work explores responsible deployment, risk, opportunity, and the alignment of capital with human-centered outcomes. Ed Addison, PhD AI: The Ultimate Startup Weapon โ for Founders and Corporates Alike Distinguished ASFAI Member This gathering also includes another distinguished member of the American Society for Artificial Intelligence whose leadership contributes to the broader dialogue shaping AI for Humanity. Devika Bhalla Senior Manager, Product Strategy at ServiceNow Distinguished Member

AI for Humanity: Launching HumanโCentered AI at Davos 2026 | Elizabeth (Liz) Ngonzi | 21 comments
American Society for AI (ASFAI) is at Davos this week, alongside partners and peers who are committed to ensuring AI works together for everyone. Today we are introducing Phase Zero of AI for Humanity: Human-Centered Strategies for Innovation and Impact, a living anthology and platform developed with ASFAI to co-create what human-centered AI leadership should look like in practice. We were honored to launch it at Goals House Davos in the presence of Dr. Hossein Rahnama, Distinguished Member o

#aiforhumanity #asfai #humancenteredai #ethicalai #futureofwork #aigovernance #fintech #educationinnovation #aiandsociety | Elizabeth (Liz) Ngonzi | 28 comments
Phase Zero of AI for Humanity: Human-Centered Strategies for Innovation and Impact continues. Last week at Davos, the American Society for AI (ASFAI) introduced the leadership and vision behind this living anthology and platform. Today we are opening up the four core parts that 35+ contributors are building together, so you can see exactly where your own questions and work fit in. ๐จ๐ฐ ๐๐๐ ๐ฏ๐๐๐๐๐๐๐ ๐๐ ๐๐๐๐๐๐๐๐๐ ๐๐๐๐๐๐ ๐๐๐๐ ๐๐๐๐๐๐๐๐๐๐๐๐๐๐ ๐ ๐๐๐๐

AI for Humanity: Human-Centered Anthology with Rei Llazani & Team | Elizabeth (Liz) Ngonzi posted on the topic | LinkedIn
AI for Humanity began with 39 authors who trusted a bold idea โ that a living, human-centered anthology could show what ethical AI looks like in practice. Their chapters are written and ready, and they remain the heart of this platform. Today, I also want to recognize the humans who went beyond the page โ starting withย Rei Llazani, whose vision for the American Society for AI and belief that โwhen good people come together, good things happenโ gave us the container for this work โ andย my partne

#aiforhumanity #asfai #humancenteredai #ethicalai #futureofwork #aigovernance #educationinnovation #fintech #aiandsociety | Elizabeth (Liz) Ngonzi | 22 comments
In January at Davos, we launched Phase Zero of ๐๐ ๐๐จ๐ซ ๐๐ฎ๐ฆ๐๐ง๐ข๐ญ๐ฒ: ๐๐ฎ๐ฆ๐๐ง-๐๐๐ง๐ญ๐๐ซ๐๐ ๐๐ญ๐ซ๐๐ญ๐๐ ๐ข๐๐ฌ ๐๐จ๐ซ ๐๐ง๐ง๐จ๐ฏ๐๐ญ๐ข๐จ๐ง ๐๐ง๐ ๐๐ฆ๐ฉ๐๐๐ญ, a public-benefit platform developed under the auspices of the American Society for AI (ASFAI), listening first and inviting leaders, educators, policymakers, professionals, and families to share what you most need from a human-centered AI resource. Starting this week, we begin releasing the heart of the platform: the four

Ethical AI Strategies for Humanity and Innovation | Elizabeth (Liz) Ngonzi posted on the topic | LinkedIn
๐๐ ๐๐จ๐ซ ๐๐ฎ๐ฆ๐๐ง๐ข๐ญ๐ฒ: ๐๐ฎ๐ฆ๐๐ง-๐๐๐ง๐ญ๐๐ซ๐๐ ๐๐ญ๐ซ๐๐ญ๐๐ ๐ข๐๐ฌ ๐๐จ๐ซ ๐๐ง๐ง๐จ๐ฏ๐๐ญ๐ข๐จ๐ง ๐๐ง๐ ๐๐ฆ๐ฉ๐๐๐ญ is a global anthology and interactive platform, developed in collaboration with distinguished members of the American Society for AI (ASFAI), that grows as people like you share real-world questions and use casesโshaping a living ecosystem where AI strengthens human judgment rather than replacing it. Today we begin our first AI for Humanity Pillar Spotlight with Part 1

#aiforhumanity #responsibleai #aigovernance #aioversight #aitrust #ethicsintechnology #publicinterestai #humancenteredai | Elizabeth (Liz) Ngonzi | 20 comments
๐๐ ๐๐จ๐ซ ๐๐ฎ๐ฆ๐๐ง๐ข๐ญ๐ฒ: ๐๐ฎ๐ฆ๐๐ง-๐๐๐ง๐ญ๐๐ซ๐๐ ๐๐ญ๐ซ๐๐ญ๐๐ ๐ข๐๐ฌ ๐๐จ๐ซ ๐๐ง๐ง๐จ๐ฏ๐๐ญ๐ข๐จ๐ง ๐๐ง๐ ๐๐ฆ๐ฉ๐๐๐ญ is a global anthology and interactive platform developed by distinguished members of the American Society for AI (ASFAI). It grows as people bring real-world questions and use cases into conversation, shaping a living ecosystem where AI strengthens human judgment rather than replacing it. Earlier this week, we opened our Ethics & Responsible AI pillar with chapter summa

Human-Centered AI Strategies for Impact and Innovation | Dr. Sherry McAllister posted on the topic | LinkedIn
Proud to share and contribute to AI for Humanity: Human-Centered Strategies for Innovation and Impact with American Society for AI What resonates most deeply for me about this project is its orientation: AI not as a replacement for human judgment, but as a collaborator that strengthens it. This is especially critical in health, education, leadership, and care-centered systemsโwhere discernment, context, and relationship matter. My chapter, Adjusted Intelligence, explores what it looks like to al

Responsible Evaluation of AI in AI for Humanity anthology | Jayeeta Putatunda posted on the topic | LinkedIn
Excited to share that I've contributed a chapter to ๐๐ ๐ณ๐ผ๐ฟ ๐๐๐บ๐ฎ๐ป๐ถ๐๐, a living anthology from the American Society for AI (#ASFAI) that launched at ๐๐ฎ๐๐ผ๐ last week. ๐ ๐ ๐ธ๐ฒ๐ ๐ฐ๐ผ๐ป๐๐ฟ๐ถ๐ฏ๐๐๐ถ๐ผ๐ป: Daniela M. and I co-authored "๐ฅ๐ฒ๐๐ฝ๐ผ๐ป๐๐ถ๐ฏ๐น๐ฒ ๐๐๐ฎ๐น๐๐ฎ๐๐ถ๐ผ๐ป ๐ฏ๐ ๐๐ฒ๐๐ถ๐ด๐ป (๐ฅ๐๐๐): ๐ ๐ฒ๐ฎ๐๐๐ฟ๐ถ๐ป๐ด ๐๐'๐ ๐ง๐ผ๐๐ฎ๐น ๐๐บ๐ฝ๐ฎ๐ฐ๐" for ๐ฃ๐ฎ๐ฟ๐ ๐ญ: ๐๐๐ต๐ถ๐ฐ๐ & ๐ฅ๐ฒ๐๐ฝ๐ผ๐ป๐๐ถ๐ฏ๐น๐ฒ ๐๐. It tackles something I think about a lot in my day-to-day wor

Ethics in AI Development: Human Responsibility and Consequences | Jennifer Rochlis, Ph.D. posted on the topic | LinkedIn
If weโre serious about ethical AI, we have to look at how the systems we build shape how we think, decide, and relate. AI for Humanity examines human responsibility and its consequences with clarity and depth. Incredibly fortunate to co-author โEchoes in the Machineโ with Cristina Leira, PhD.

The Ethical Foundation of AI for Humanity: The Anthology | Cristina Leira, PhD
Thank you,ย Elizabeth (Liz) Ngonzi, for spotlighting the Ethics chapters, and thank you to the American Society for AI for the opportunity to contribute to AI for Humanity. Iโm especially grateful to Jennifer Rochlis, Ph.D., for co-authoring our chapter: โEchoes in the Machine: How AI Reflects and Reshapes Us.โ One line that anchors it: AI doesnโt just mirror us. It can train us. So the ethical question becomes: are we building systems that expand human agency, or quietly narrow it? Honored to

#asfai #AI2030 #aiforhumanity #asfai #responsibleai #aievaluation #aigovernance #humancenteredai | Daniela M.
๐ ๐ฆ๐๐บ๐๐พ๐ฟ๐๐ ๐๐ ๐ป๐พ ๐บ ๐ฐ๐ผ๐ป๐๐ฟ๐ถ๐ฏ๐๐๐ถ๐ป๐ด ๐ฎ๐๐๐ต๐ผ๐ฟ ๐๐ ๐๐ ๐ง๐ฐ๐ณ ๐๐ถ๐ฎ๐ข๐ฏ๐ช๐ต๐บ, ๐บ ๐ ๐๐๐๐๐ ๐บ๐๐๐๐๐ ๐๐๐ ๐ ๐บ๐๐๐ผ๐๐พ๐ฝ ๐ป๐ the American Society for AI ๐๐๐บ๐ ๐ป๐๐๐๐๐ ๐๐๐๐พ๐๐๐พ๐ ๐๐๐บ๐ผ๐๐๐๐๐๐๐พ๐๐, ๐๐พ๐๐พ๐บ๐๐ผ๐๐พ๐๐, ๐บ๐๐ฝ ๐๐๐ ๐๐ผ๐๐๐บ๐๐พ๐๐ ๐๐๐๐๐๐๐ ๐๐ ๐๐๐พ ๐๐พ๐๐๐๐๐๐๐ป๐ ๐พ ๐ฝ๐พ๐๐พ๐ ๐๐๐๐พ๐๐ ๐บ๐๐ฝ ๐ฝ๐พ๐๐ ๐๐๐๐พ๐๐ ๐๐ฟ ๐ ๐จ. โ๏ธ ๐ฌ๐ ๐ผ๐๐บ๐๐๐พ๐ ๐๐๐๐ Jayeeta Putatunda ๐๐ ๐ฅ๐ฒ๐๐ฝ๐ผ๐ป๐๐ถ๐ฏ

Supercharging Creativity | Where the Internet Lives | Elizabeth (Liz) Ngonzi
Honored to celebrate my friend, fellow American Society for AI (ASFAI) board member, TIME100 AI innovator, and an AI for Humanity: Human-Centered Strategies for Innovation and Impact author Willonius Hatcher, who was just featured in this powerful new video from Google. His work sits at the intersection of culture, courage, and radical imagination in AI.โโ In our anthology, his chapter โDigital Decolonization: How AI is Finally Giving Marginalized Students Their Voice Backโ challenges educators

Developing AI with a Moral Frame | Gary Riccio, Ph.D. posted on the topic | LinkedIn
Our best and brightest are starting to get it. Generative #AI are not simply tools. They are capabilities that users develop the same way individuals develop each other within teams and societies. To the extent users don't develop AI purposefully within a #moral frame, they will fall back on the moral frame or lack thereof used by others who developed a specific AI agent or the databases generally available to AI. Use of generative AI should be considered more like #personnel development (e.g.

I'm honored to contribute to AI for Humanity alongside 35+ incredible minds tackling the hardest questions about our AI accelerated future. Elizabeth (Liz) Ngonzi and the ASFAI team have builtโฆ |
I'm honored to contribute to AI for Humanity alongside 35+ incredible minds tackling the hardest questions about our AI accelerated future. Elizabeth (Liz) Ngonzi and the ASFAI team have built something beautiful; a framework that puts human dignity at the center of technological advancement, not as an afterthought. The Education & Workforce Transformation section speaks directly to the questions I explore in my work: how do we preserve creativity, critical thinking, and authentic expression a

AI's Impact on Society: AI Startups | Ed Addison posted on the topic | LinkedIn
An evolving treatment on the role of AI throughout society. An excellent read. I wrote the forthcoming chapter on AI Startups. Click through to see more. #ai #aiethics #enterprise #biotech #aidrugdiscovery #fintech

Part 3: Policy, Regulation & Legislation | Manas Talukdar
Happy to share my contribution to "AI for Humanity" - a global anthology combining human expertise with AI tools to advance ethical, human-centered innovation. My chapter, "Reskilling the Workforce for an AI-Driven Economy," tackles one of our generation's defining challenges: How do we ensure technological progress uplifts people rather than leaving them behind? What's inside: - An interdisciplinary roadmap for workforce transformation - Real-world use cases spanning healthcare, finance, log

#notebooklm #aiforhumanity #educationandworkforce #futureofwork #ailiteracy #humancenteredai #workforcetransformation #lifelonglearning | Elizabeth (Liz) Ngonzi | 16 comments
๐๐ ๐๐จ๐ซ ๐๐ฎ๐ฆ๐๐ง๐ข๐ญ๐ฒ: ๐๐ฎ๐ฆ๐๐ง-๐๐๐ง๐ญ๐๐ซ๐๐ ๐๐ญ๐ซ๐๐ญ๐๐ ๐ข๐๐ฌ ๐๐จ๐ซ ๐๐ง๐ง๐จ๐ฏ๐๐ญ๐ข๐จ๐ง ๐๐ง๐ ๐๐ฆ๐ฉ๐๐๐ญ ๐ข๐ฌ ๐ ๐ ๐ฅ๐จ๐๐๐ฅ ๐๐ง๐ญ๐ก๐จ๐ฅ๐จ๐ ๐ฒ ๐๐ง๐ ๐ข๐ง๐ญ๐๐ซ๐๐๐ญ๐ข๐ฏ๐ ๐ฉ๐ฅ๐๐ญ๐๐จ๐ซ๐ฆ developed as a public benefit by distinguished members of the American Society for AI (ASFAI). It grows as people bring real-world questions, experiences, and use cases into conversation, shaping a living ecosystem where AI strengthens human judgment rather than replaces it. ๐๐ก๐ข๐ฌ

#aiforhumanity #humancenteredai #futureofeducation #futureofwork #educationinnovation #asfai | Elizabeth (Liz) Ngonzi
๐๐ ๐๐จ๐ซ ๐๐ฎ๐ฆ๐๐ง๐ข๐ญ๐ฒ: ๐๐ฎ๐ฆ๐๐ง-๐๐๐ง๐ญ๐๐ซ๐๐ ๐๐ญ๐ซ๐๐ญ๐๐ ๐ข๐๐ฌ ๐๐จ๐ซ ๐๐ง๐ง๐จ๐ฏ๐๐ญ๐ข๐จ๐ง ๐๐ง๐ ๐๐ฆ๐ฉ๐๐๐ญ was never intended to be a static book. Developed as a public benefit initiative by members of the American Society for AI (ASFAI), it is designed as a living, interactive anthology shaped over time by the people it is meant to serve. This is a resource for leaders, educators, and practitioners seeking practical guidance on applying AI responsibly. As we continue spotl