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Category Archives "Complexity"

A litany of becoming, etc.

December 8, 2025 By Chris Corrigan Being, Complexity, Culture No Comments

A little section of the Litany of Becoming by m. jade kaiser and pointed out to me by Tenneson this morning.

To say, for the first time,
“This is who I am.
This is the truth of my body.
This is what I know about myself.
This is my name and this is where my path is leading me.”
And to have it heard. Have it received. Have it affirmed.
And then,
to say it again,
and again,
as we change
and as the world changes,
and to have each proclamation greeted with an open-armed embrace

New books to read from The Tyee.

Plus ça change, plus les mêmes choses. The Seven O’ Clock News from August 6, 1966 alongside Silent Night. We are in a collective noche oscura del alma.

Rick Rubin asks us to pay attention: “Creative is something you are, not only something you do. It’s a way of moving through the world, every minute, every day. The artist is always on call.” inspiration happens at fine granularity. The new comes from outside of what we know, at the very edges of our awareness. Novelty, by definition, strikes us with surprise. The ordinary is the fodder for the extraordinary. How could it not be?

Want a practical example? I spent a delightful 90 minutes on Friday with Cynthia Kurtz and Ashley Cooper and some lovely folks who are using Participatory Narrative Inquiry in different ways in the work. And it reaffirmed to me how the work of PNI is so much about generating these oblique insights, these moments of clarity and novelty. Ron Donaldson continues to delight and inspire and share such valuable stuff in his year end reflective posts, and today’s is about insight. I’m so chuffed to have helped inspire these beautiful offerings.

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Some thoughts on a Human-AI facilitation Manifesto

December 4, 2025 By Chris Corrigan Being, Complexity, Containers, Emergence, Facilitation, Featured 14 Comments

My friend Holger Nauheimer is busy working on The Human-AI Facilitation Manifesto (LinkedIn link). Here is his most recent draft:

  1. Perception is plural. Humans sense emotions and atmosphere. Al sees patterns and structure. Together, they reveal deeper coherence.
  2. Meaning emerges in relationship. Al offers structure, but humans bring the stories that make sense of the structure.
  3. Belonging is human. Al can stabilize language – but trust grows only between people.
  4. Depth matters more than speed. Al adds value not by optimizing, but by making visible what is hard to say.
  5. Neutral clarity is a gift. Al can name tensions without judgment — offering safety without shying away from truth.
  6. Courage is shared. Humans bring vulnerability. Al brings steadiness. Together, they hold the uncomfortable without collapse.
  7. This is not a tool upgrade. It is a shift in attention. Hybrid facilitation expands what can be seen, said, and sensed.
  8. Clarity is not authority. Al can hold patterns, but humans must hold responsibility. Hybrid facilitation works best when projection is named and agency stays human.

Here are some thoughts I have on this, simple thoughts, thoughts off the top of my head. Starting points.

First of all, I’m not loving the “AI does this, humans do this” construction of this manifesto. I think we shouldn’t put humans and AI on the same footing. If we want a manifesto to talk about how AI can be an aid to facilitation and sensemaking, we should talk about what it can do, and what it currently cannot do. I think there is always a place for human beings to talk about facilitation and also what OUR role is in it, because honestly, some forms of what passes for facilitation (especially the wrong processes used in the wrong contexts) can be more damaging than just letting AI ask you a bunch of questions and leaving your group to talk about them.

So given that…thoughts on these points.

Perception is plural. I don’t think AI “perceives.” At least not the AI that most of us are using in 2025. It analyses, and uses algorithms and probability tables to auto complete thoughts. It can be trained to be agreeable or be contrarian or be a nazi or whatever. But it doesn’t “see”. It offers material that becomes one more part of the information load that humans take in. But how humans perceive AI output matters a great deal. Some might dismiss it. Some might give it a kind of divine appreciation. I’m already seeing lots of blog posts starting with “I asked ChatGPT, and this is what it said…” as if ChatGPT is somehow more perceptive, or smarter or has access to better facts than anyone in particular. Perception is something human beings do. We do it individually, and we do it together in groups. Computers don’t perceive. And computers don’t understand depth. See below.

Meaning emerges in relationship. Yes. 100% yes. AI offers structure the way a banana offers structure, or a photograph, or a stray feather. AI does not offer the kind of relational meaning making that humans experience together because it does not have the same cognition that humans do. Human beings can take any object and use it to craft a ritual and stimulate new thoughts and experiences. This can be very helpful, in that it can introduce oblique stimuli into an environment and help us find new thoughts and ideas through association, metaphor, interpretation, cultural norming or culture breaking. We use tools like Visual Explorer or poetry and art for this in group work, and AI is an excellent source of obliquity and ambiguity precisely because it is capable of NOT being in relationship. We are capable of actionable insight that triggers a particular process in our brains that not only makes meaning, but does something to the relationship and the relational field as a result. Builds community, friendship, love. Or hate, and despair and panic. AI isn’t doing that.

Belonging is human. Which follows from the above. AI has no role in belonging. A person belongs when they are claimed by others. if you find yourself being “claimed” by AI, be careful. You are being manipulated.

Depth matters more than speed. Sometimes. Sometimes not. It depends. To AI, everything is speed. Has anyone asked AI to take its time and let its thought process really deepen? To go for a walk and let its brain tense and relax in ways that open new pathways? Nope. AI delivers things fast. I’m not sure it is capable of what we mean by “depth.” We perceive depth as a vertical axis of meaning. We order thoughts and experiences by whether they are shallow or deep. It has nothing to do with speed. AI, I suspect, uses flat semantic structures. It is associative. It would not understand depth the way you understand depth, as perceiving something being more meaningful in this moment to you and your context than not. If you say the word “John” right now it might mean nothing to you. But that was my father’s name and as I type it I look up at the picture I have of him I drinking our last whiskey together, a dram of Ladaig 10 year old malt, chosen because it was the distillery closest to Iona where I finished a pilgrimage in 2018, and because we were talking that evening about spirituality and remembering the drams we shared together on our trip through Ireland in 2012. But to ChatGPT 5, what does “John” mean? ““John” feels like an everyman name. A placeholder for the ordinary person — anyone and no one in particular” (emphasis the robot’s, not mine). Oof.

Neutral clarity is a gift. It is very hard for a human being to offer neutral, clear feedback to another person. But AI will not spare your feelings. My favourite use of LLMs is to critique my writing and ideas, tell me where I am wrong, where others will disagree with me. Tell me where I am about to make a fool of myself.. This is a helpful function.

Courage is shared. I feel like relying on AI to give me courage is foolish. I feel like I need courage NOT to rely on it. For example, this blog post. I’m writing it and dashing it off so Holger and others can reflect on it, and so OI can thinking out loud on these issues. And I’m not going to give it to ChatGPT for feedback. I am noticing that THAT requires more courage than hiding behind something that might polish it up. If I was publishing in a journal, I’d want that (and a good editor). But right now I’m wanting to write a fully human post in my own voice, so YOU all can weigh in and tell me what YOU think too, without using your LLM to critique it.

This is not a tool upgrade. Indeed. It’s just another tool. Not THE tool. Not a phase shift in how we do facilitation. I have seen facilitators discover a new tool like Open Space Technology and evangelize the hell out of it, saying that it should be used everywhere all the time and in exactly the same way for everything. Humans can be very good at creating and using tools, but we have also evolved practices of apprenticeship and mentorship in using and then making tools. AI doesn’t replace that. We need good mentors to apprentice to as facilitators. And then we can think about how to use our tools well.

Clarity is not authority. I don’t think AI offers any special clarity, and I do not think it has a lock on seeing patterns. Humans are exceptional at spotting patterns. Our brains are possibly the most complex things we know of in the universe (although as Steven Wright once said, you have to think about who is telling you that!). We are built to spot patterns. And we are full of filters and biases and inattentional blindness. We are prone to enacted cognition. We are neurodiverse and cognitively gifted in different ways. And so working with others helps us spot patterns and validate useful ones. If AI is part of your pattern spotting family, so be it. Just realize that it lacks all the tools we have to make sense of patterns in complexity. It can only work with what it has got. Its processes of insight are reducible. Ours are not. They are emergent.

That’s me. What do you think?

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Hope and despair and all points in between

December 3, 2025 By Chris Corrigan Community, Complexity, Democracy, Music No Comments

Start your day with some Karine Polwart, The News:

What if the news were nothing more
Than the secrets of seashells on the seashore
Whispering which way the wind will blow this night
And how everything’s gonna be alright?

What if the very first sound you heard
At dawn was a wild and wonderful word?
And what if a smile was your first sight?
Wouldn’t everything have to be alright?

Polwart has an edge to her music, don’t let these lyrics fool you. She is a biting and incisive observer of the world as it is.

We don’t have to have hope to appreciate a better future for our planet and our species. We should, if we haven’t already, probably get better at holding the two ideas of hope and despair in mind at the same time. My friend Dave Pollard does that in his writing and signals today that he is embarking on a post-collapse series on his blog which I can tell you in advance will be worth reading. Not because you will agree with it, or because it will give you hope, or validation or solutions. Just because it will help you cultivate a more complex perspective on the world around you. That’s what Dave’s writing does for me, and that’s what Dave in person does for me too. And maybe that what’s Mylène Farmer – who he references in his post – is doing too in her joyful performance of Désenchantée, which seems so at odds with the lyrics.

Another fella who is writing a great series of posts is Ron Donaldson who is signing off from a career in complexity, participatory narrative inquiry, and facilitation with a series of retrospective posts about his journey. Today he has one up on his work with Participatory Narrative inquiry. the whole series is worth a read.

One of the reason why I think we get deluded into believing that the world can be saved is that we place a big emphasis on stories about how the small thing that happened has big implications. Well, on Taming Complexity, there is a great story about how one public participation design on a NASA program to literally save the plant went awry. This is important reading. We need to get good at public participation and deliberation around technical issues as well as complex ones.

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Asking the questions

November 19, 2025 By Chris Corrigan Being, Complexity, Design, Facilitation, Football, Improv, Learning, Notes, Practice No Comments

No, not a a post about facilitation tactics, just some notes on questions in different contexts: business, football and life hacks. Like these job interview questions from readers of The Economist. Some of these are truly anodyne, but some are interesting. And it gives you some insight into what an elite level job interview looks like (washing dishes at the CEO’s cabin?). I’m slightly disappointed there weren’t 42 questions. I’ve gifted you the link. Read it to find out why.

World Cup qualification all but wrapped up yesterday for most of the remaining spots in the 2026 Men’s World Cup. There was drama all around but perhaps the most incredible match of the night happened in Edinburgh where Scotland qualified for the first time since 1974 in a match for the ages. In our region, North and Central America and the Caribbean, there was late drama as Curaçao qualified for their first World Cup after Jamaica hit the woodwork 3 times and was denied a 95th minute from a VAR review. With 155,000 people, If Curacao was a city in Metropolitan Vancouver, it would be the fifth or sixth biggest municipality in our region. They are the smallest country ever to qualify for a World Cup, in a year in which 47 other countries will also take part. I hope they get to play Cabo Verde for some kind of small island trophy.

Canada, for the record, played their last game of 2025 and broke a three game goalless streak with a sometimes-feisty, sometimes-anemic performance agains Venezuela. Becasue we qualify by being co-hosts, we have had a dearth of competitive fixtures since a disappointing quarter final loss in the Gold Cup in the summer, where we also drew with Curaçao. Impressive friendlies against Wales and Romania in September failed to build momentum. Last night’s win was good, but with only two windows in March and June, we have only 4 warm up matches to prepare for the World Cup.

I like soulcruzer. I found him on Mastodon, and his approach to life is to use his brain and his sense of ritual and magic to hack reality. Here are a few of his Chaos Magik practices. Have a read. Some of these are really fun little games and rituals you can play using the tools of obliquity and complex cognition.

Yesterday Rowen Simonsen and I filmed a little conversation about AI in facilitation practice and perhaps inspired a bit by soulcruzer’s reality hacking, I suggested that AI, specifically LLMs can be a fabulous obliquity engine to help individuals and groups crack their pattern entrainment, much the way we can use art, poetry and music to create surprising associations in our mind. Use LLMs to stimulate your brain’s own meaning-making capabilities. Perhaps we can use LLMs as a way to introduce obliquity into deliberations (give me ten questions about this subject that might be asked by a river watching us work). This is the kind of thing that LLM AI might be best for in the world of sense-making and dialogue: generating nonsense that stimulates human brains to make unlikely connections. We could also use card decks, I Ching divination, coin flips and the like to introduce randomness that forces brains to get to work. Like all “oracles” though, if you believe that the tool has an answer informed by some kind of intelligence, you are more culpable for hallucinations that your LLM partner. Oracles are best used to force your own eyes to see what is really going on with you. The interview is part of a series that are being used for Beehive Productions’ current course on Hosting at the Edge of our Humanity.

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Life elsewhere, difference, and SPORTS!

October 31, 2025 By Chris Corrigan Complexity, Football

Soon we will know if we are alone. A beautiful “Occasional Paper” from Doug Muir published at Crooked Timber about where we are in relation to the search for life on other planets. I love this description of the current moment:

What that means is that now, right now, we’re in a very special time.  It’s a time when we’re actively looking for life out there — The Search is underway — but the question is still open.  

For all of human history until the 1990s we couldn’t do anything but speculate.  And at some point in the future — I suspect around 2100, but it could be 2150 or 2200 or 1500, whatever — we’ll know, or anyway we’ll be pretty sure we know.   Right now is the only time in history when we’re able to actually Look, but we haven’t yet Found.  This brief period is epistemologically unique.  We are living through the short-lived Age Of The Search.  And when it’s over, one way or another, it will be over forever.

I’ve been reading through Jen Briselli’s work both as an inspiration and a fresh take on much that I already know about what we both seem to love about complexity. One of the pieces that I’d recommend to others is this one on Stases Theory, a classical rhetorical technique for working with difference. Jen explores how difference works in complexity and offers these thoughts before moving in to a method and then a grounding in many streams of thinking from communication theory to complexity.

…disagreements are less like rungs on a ladder to be climbed stasis by stasis, and more like landscapes of unresolved questions and conflicting perspectives, overlapping and interconnected.

Crucially, when people are operating at different stases it isn’t always marked by overt disagreement or interpersonal conflict. Often, we don’t even realize we’re making sense of an issue differently, working at different stases, until we’re prompted to consider it. So, the question really isn’t “Where are we in the sequence?” as much as “Where is the crux of meaning making for each of us right now?”

Sometimes we don’t need to agree on the facts first, as long as we can still coordinate action around shared policies. Other times, coherence and collaboration absolutely depend on established facts and shared definitions before implications can be explored or decisions can be made. Knowing the difference isn’t just a matter for rhetoricians and laywers, but also one of collective diagnosis for teams trying to make complex decisions and take action together. It helps groups locate the friction so they can orient toward and navigate through it. In some ways, a stasis is less a blockage than a beacon — a signal where attention and understanding are most needed, and will provide the most leverage.

Oh the sports. I’ve been so busy lately, and travelling and working odd hours, that I haven’t had time to watch too many games. Nevertheless, I’ve jumped on the Blue Jays bandwagon for this World Series and, like much of Canada, become entranced with these loveable underdogs who continue their quest to become the absolute archetype of what can be accomplished with friendship, commitment to one another, and support. If they win the World Series tonight, you will never shut me up about how the intangibles are as crucial to quality work as the tangibles are. You can’t shut me up about that anyway.

It seems like the opposite also proves the case with the other two teams I devote much of my winter’s attention too. Both Tottenham Hotspur and the Toronto Maple Leafs are mailing it in at the moment, suffering periods of perplexing performance. Spurs are at least inconsistent, with wins like last weekend’s 3-0 v Everton coming at the same time as they get bundled from the League Cup or drop points in an anemic game against Monaco in the Champions League. They are also suffering an injury crisis again. The fact that the Premier League is so weird this season means that we currently sit third on 17 points, but if we lose to Chelsea tomorrow and Brentford beat Palace, the 11th place team can overtake us in one afternoon.

As for the Leafs, “discombobulated” is the word of the moment. They must be happy that the Jays are doing so well, because the Toronto fan base is ruthless when their team is underperforming. Heads will not yet roll at the Scotiabank Arena, but they are being feverishly scratched.

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