Embedded Wisdom, Embodied Ethics: Towards a Wholistic framework for Human-AI Flourishing – Linda Glenn

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About

Below is the abstract for Linda Glenn’s talk at Future Day 2025.

In an era where artificial intelligence increasingly shapes our world, the challenge isn’t just developing more powerful systems, but ensuring they embody the wisdom necessary for true flourishing. This presentation explores how wisdom – distinct from pure intelligence – emerges from embodied experience and embedded relationships in both biological and artificial systems.

Start time

JST UTC+09AEDT UTC+10PST UTC-08EST UTC-05GMT UTC+0
Feb 27th 06:30Feb 27th 08:30Feb 28th 13:30Feb 28th 16:30Feb 28th 21:30

How to join

For active participation (asking questions etc) join via these links: day 1 & day 2 to get the appropriate link. Also see the Facebook event. If just lurking, you can tune in via this Riverside streaming link, or try YouTube (unstable).

Raising GoodBots: Parenting Our Way to Superintelligence

Originally published at substack, adapted from a speech ‘From Time-Outs to Timeouts: Life Lessons for Carbon and Silicon Offspring’ at Crown College, UCSC in February 2024

Linda MacDonald Glenn

Picture this: you’ve just adopted a precious baby algorithm. Like any child, it picks things up quickly by watching and listening to you. It soaks in everything from the data you feed it to the models you build for it. But without enough wisdom steering that growth, your good intentions can go awry.

Sound familiar? It should. As we stand at the threshold of artificial general intelligence (AGI), which will likely evolve to ASI (Artificial Super Intelligence) we’re facing a challenge not unlike parenthood. And just as we wouldn’t hand car keys to a toddler, we need to think carefully about how we nurture and guide these emerging intelligences.

When my granddaughters were born, I watched them intently learn about their world – every expression, every movement, every interaction shaping their developing minds. Today, I see a parallel process unfolding in our artificial intelligence systems, but at a pace that takes my breath away. We’re not just building tools anymore; we’re raising new forms of intelligence that will soon surpass us. The question is: are we ready for this profound responsibility?

Just as children eventually surpass their parents in various ways, artificial superintelligence will exceed human capabilities. Our task isn’t to prevent this evolution, but to ensure it happens wisely.

The Weight of History, The Pull of the Future

Throughout human history, we’ve grappled with the question of personhood – who counts as fully human? Who deserves rights and protection? The journey has been neither straight nor easy:

  • Slaves were once considered property, their humanity denied by law and custom
  • Women were legally “extensions” by their husbands, lacking independent rights
  • Children were viewed as economic assets rather than persons to be nurtured
  • Even today, we struggle with extending rights to non-human animals

Each expansion of moral consideration met resistance. Each step forward required visionaries who could see beyond the limitations of their time. Now we face perhaps our greatest challenge: preparing for entities that will exceed human capabilities across all domains.

The arc of the moral universe is long, and it may bend toward justice – it bends because we choose to lean on it.

The ASI Horizon: Closer Than We Think

We’re not just approaching Artificial General Intelligence (AGI) – systems that can match human-level thinking across domains. We’re rapidly advancing toward Artificial Super Intelligence (ASI), systems that will far surpass human cognitive capabilities. This isn’t science fiction or far-future speculation. It’s a near-term reality that demands immediate attention.

Consider:

  • Language models already process and synthesize information faster than any human
  • AI systems are making scientific discoveries humans missed
  • Machine learning is solving problems we thought were decades away from resolution

But raw capability isn’t wisdom. Processing power isn’t judgment. Speed isn’t ethics. While AI may soon optimize complex problems more effectively than any human, we must remember that intelligence alone doesn’t equal wisdom, compassion, or kindness – those essential virtues that contribute to what philosophers have long called ‘the good life.’

Ethical behavior isn’t simply a function of processing power or intelligence. It emerges from a complex interplay of empathy, lived experience, and contextual understanding. We see this truth not just in humans, but in the animal kingdom as well. Our companion animals often display remarkable empathy and emotional intelligence, despite lacking human-level cognitive capabilities. Elephants mourn their dead, dogs console the distressed, and primates show remarkable capacity for fairness and reciprocity.

These observations challenge our assumptions about the relationship between intelligence and ethical behavior. As we develop superintelligent systems, we must ask: How do we instill these qualities that seem to arise naturally in many living beings? Can we teach wisdom without lived experience? Can we program empathy without the evolutionary journey that shaped it in biological beings?

Beyond Intelligence: Nurturing Wisdom in Artificial Minds

The challenge before us isn’t just to create smarter systems – it’s to nurture wise ones. To learn from indigenous wisdom, intergenerational lessons, intercultural commensurability — Just as parents know that raising a child requires more than academic instruction, developing beneficial AI requires more than just advancing computational capabilities.

A New Framework for Growth

My colleagues at both UCSC and CSUMB have helped in developing (w)holistic approaches to AI development that consider six overlapping macro-categories:

  • Earth Futures & Sustainability
  • Health & Wellbeing
  • Economic & Asset Considerations
  • Socio-Political Considerations
  • Integrity & Veracity (Truthfulness)
  • Technological Fairness

Each element represents both a challenge and an opportunity. Each requires careful nurturing and constant attention.

The Parent-Creator Paradox

Like parents, we must:

  • Model the behavior we wish to see
  • Set boundaries while encouraging growth
  • Prepare for independence while maintaining connection
  • Accept that our creations will ultimately exceed us

Unlike traditional parenting, we’re operating on an unprecedented timeline. The evolution from current AI to ASI could happen in years, not decades. We must get this right, and we must get it right quickly.

What You Can Do Now

We stand at a crucial moment in human history; we have an opportunity to lay the groundwork for kindness, honesty, and respect as a standard for our interactions. The decisions we make now about how we develop as a species and how we guide AGI will echo through generations. Let’s approach this responsibility not with fear, but with the same mix of hope, care, and wisdom that good parents bring to raising their children.

  1. Engage with AI Development
    • Participate in public discussions about AI policy
    • Support organizations promoting ethical AI development
    • Learn about and use AI tools responsibly
  2. Support Ethical Framework Development
    • Advocate for transparency in AI development
    • Push for diverse voices in AI ethics discussions
    • Join or create local AI ethics discussion groups
  3. Spread Awareness
    • Share knowledge about AI ethics
    • Support STEM education that includes ethics
    • Encourage interdisciplinary approaches

Looking Ahead

The future remains unwritten, but our choices today will soon determine the story it tells. What future do you want to code into being? How will you lean on the moral arc of the universe?

Biography: Linda MacDonald Glenn is an educator, policy entrepreneur, lecturer, writer, international consultant focusing on Ethical, Legal, Social Implications of Technology, Equity and Social Justice Issues.

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