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Category Archives "Emergence"

Theory for practice 3: The ecology of dialogic containers and making change

March 4, 2026 By Chris Corrigan Art of Harvesting, Art of Hosting, Complexity, Containers, Conversation, Design, Emergence, Facilitation, Featured, Organization No Comments

The landscape dictates what is possible and what is not.

This is the third of a series on facilitation, dialogic containers and context. In it I want to develop a theory of context for facilitators on that explains not only how dialogic work succeeds, but why it sometimes cannot.

  • Part 1: Why theory matters for facilitation practice
  • Part 2: Holding space

Here’s the idea:

  • Dialogic containers are the scale at which humans experience the greatest immediate agency, but they exist inside larger contexts that determine whether that agency can produce lasting change.
  • The contexts have different scales with increasing stability and increasing time scales over which change happens, and that has implications for what we can do within any given facilitated dialogue.
  • Understanding these contexts helps us to design and host containers and processes that bring us the best possible chance of catalyzing bigger changes.

Introduction: Driving down the mountain with Adam Kahane

Back in November 2006 I attended an Art of Hosting gathering in the mountains above Boulder, Colorado which was unique in the hundreds of Art of Hosting events I’ve attended or led before or since. There were some important Art of Hosting stewards there alongside folks from the Authentic Leadership in Action Institute. There were a group of consultants from a new company called “Generon” which later became Reos. One of my fond memories of that event is singing “Me and Julio Down by the Schoolyard” with me on guitar and Adam Kahane giving his all on the choruses!

It was an important event because it brought together people who had many differences about what we felt the role of dialogue is in system change. Adam was working on the Power and Love polarity, and was very interested in the what happens if dialogue just becomes about love and good vibes while failing to address power in the room. Many of us in the Art of Hosting community were really doubling down on the relational and inner work we felt was necessary for change to happen. It was a swirling encounter of folks with a fierce commitment to practice, and a lot of experience, but a nascent understanding of what lay beyond our competencies.

It took my a while to unpack it, but Adam and I drove back to Denver airport together and we had a chance to talk about it with respect to some of the bigger work he was talking on with the Generon group. For Adam, I think everything was about how change can happen at meaningful scales where power keeps things in a certain way. Dialogic containers are lovely because we can create whatever we want inside of them, but Adam was challenging me not be naive about the reality that these experiences are embedded in a bigger context.

The question that haunts me

My work at the time was engaged with some big systemic issues including food systems, youth suicide and Indigenous child and family services, and I was working with people and organizations that had power and reach. The question that haunted me (and still does) was something like “Why can’t we get things to really change?” No one wants youth suicide, children being placed in unsafe care, food systems that poison people and planet. Of course the current set-up benefits people with power and money who are able to profit from it and keep it going. But still. Why was youth suicide not a thing we could change?

I landed on the idea of “community action systems” which was my way of trying to name the context that Adam was also speaking about. I wrote a long post about it. In that post, you can see my early orientation to good work in complexity: starting with what is, working to shift it and seeing what happens.

Twenty years after writing that post, I think the inquiry is still valid. But my study of complexity and my dedication to linking dialogue to change has given me some further insight. And so I offer this third post in a series about theory and facilitation on the ecology of dialogic containers.

Connecting facilitation practice to good theory

Good dialogue feels transformational. In a good and deep conversation, we learn something, we may have our opinions changed, or discover insights together that we have never seen before. We might have a part of identity slip away. We can find healing, beauty, joy, conflict, or coherence. Because the change happens right away, and often within and between, dialogue feels like it is the key to systemic change. “If this encounter can have such a profound affect on me right here,” the thinking goes, “imagine what would happen if we did this at scale?”

I like that thought. I clung to that thought for most of my professional life. I fervently believed that if we could just get the right people in the room and have the right conversations, the right things could happen. Some small victories validated this approach a bit, but like a stone dropped into still water, the ripples can be measured for a while – profoundly beautiful radiating waves of energy – but at some point, the lake absorbs the effort and the far shore never feels the effect.

A couple of decades of reflection and learning about complexity led me to Snowden’s work, where anthro-complexity is an attempt to build a coherent theory of the complexity of human life. Dave introduced me to Alicia Juarrero, whose most recent book, Context Changes Everything, is a critical text in creating a theory of stability, which I feel is critical to any theory of, or attempt to make, change. If you don’t understand how things remain stable and persistent over time, it’s very difficult to know where to affect change, let alone what to do once you are successful.

Through my love of football and my the work of Mark O Sullivan, I was introduced to ecological complexity, which is derived form the work of James Gibson and from which the idea of “affordances” comes. Ecological complexity says that actions are embedded in interconnected contexts and are enabled from the constraints and possibilities that define those contexts. All this is important to understand because if we want to understand why things are hard to change we need to look at the constraint regimes that keep them in place and find ways to discover the affordances for action. That points back to why Dave named one of his frameworks “cynefin”, one meaning of which is “habitat,” specifically a habitat that makes some things possible and not other things.

All of these folks work on this problem and their work is incredibly useful to dialogue practitioners and process designers. But in my world of facilitation I see hardly anyone connecting this body of work with facilitation and dialogue practice.

This matters because dialogic containers are places of the most active and intimate agency in groups of people. In dialogue we have maximum agency for change. We can create, occupy and exchange within dialogic containers at a very rapid place. A mind can change in a moment, a four-hour meeting can create new and powerful relationships through shared experiences. New ideas can be birthed. Creativity bubbles, possibility emerges.

Scales and tempos

No dialogic container is a neutral or a blank space. It is nested inside of and alongside of other contexts that influence it. These contexts exist at different scales and have different tempos. Change happens at a slower pace. There is much less creativity and possibility in a large bureaucratic system than there is in a small team. Communities trying to initiate a new way of delivering services, like harm reduction around drug use, must do so within a cultural framework that says “for example “drugs are bad.” Changing the cultural changes the possibilities for coherent ways of being, but changing a culture is hard.

In an ecological setting, a dialogical container is a lightly resourced structure that can create powerful change that acts upon its participants. This recent post on making beauty together talks about that. Constraints provide a downward causality, which is what Juarerro argues. So what are the contexts, scales and tempos that can influence dialogic containers? A useful list might be:

  • Dialogic containers
  • Situational settings
  • Institutional fields
  • Cultural fields

Let’s look at these in more detail.

Dialogic containers

Dialogic containers are the most agile and flexible scales. Spatially, people are directly encountering one another, whether face to face or online, and things happen in an instant. Conversations move along in minutes or hours, and decisions can be made, minds changed, conflicts inflamed or resolved in the blink of an eye. Think about the moment you said yes to a marriage proposal or a job offer or an invitation to something that changed your life. Dialogic containers are places where we practice our own agency, we have maximum freedom to act based on how we have made sense of things, and where change can occur immediately.

However, as the entire field of social psychology and cognitive science tells us, what I call dialogic containers themselves are constituted of context specific constraints which influence behaviour. Physical constraints are the most obvious, and all facilitators know that part of their job is creating space that is conducive to a meeting’s purpose. The nature of the space affects how people can organize, how well they are able to participate and how present they can be to the task at hand. Choices about room layout, light, size, temperature and colour all influence participants’ experiences.

Dialogic containers are also subject to internal constraints that enable the likelihood that some things will emerge and others will not. Facilitators and process designers have some influence in this space both in the moment and in the invitation process that helps bring people into the container. In my own practice of highly participatory work I find that it is very important to identify a shared necessity for participants that links with their intrinsic motivations to be present and contributing. The more we connect the meeting to urgent necessity of the moment, the more deeply participants invest in and participate in the process.

A plenary meeting is not the smallest way a group can of people can organize and engage. When groups break into sub-groups, multiple dialogic containers form, each subjected to the same kind of internal constraints that enable or limit participation. In dialogue facilitation, this technique is used deliberately to break up a field for many reasons. Sometimes we want to increase creativity or diversity for idea generation, or to disrupt unhelpful patterns like groupthink or a conversation that seems to be going around in circles.

Situational settings

Dialogic containers are set within a moment in time and a space that matters. Current events in the organization such as a recent conflict or structural change can influence the way a meeting goes. A strategic planning retreat is very different if the organization is riven with conflict than when everything is going well. Team culture can be influenced with a change in leadership, which is something we see all the time in sports. A group that has been together through struggles and celebrations will have a strong internal coherence that will be very different from a group coming together for the first time in unfamiliar territory. Situational awareness can still be rapidly changing contexts, on the scale of days or months, and they are the context that is most immediately influential to the group. Many times I have engaged in a long planning process that began when the situation was one way but by them time we met together “things had changed.” If one doesn’t adjust the nature of the dialogic container with situational awareness, “fit” become an issue. We will be doing the wrong thing for the wrong reason.

I once ran an Open Space meeting for a group of people who had been preparing to put to use a substantial pit of government funding organize a community health network. It took us a few months to craft the invitation and make sure everyone could come, and to prepare them to participate well in Open Space, including setting up ways that their work on the day could be put to use after the meeting. All was ready to go and people arrived and were excited to get to work on this opportunity. As I stood open to Open Space, the government representative whispered in my ear that the financial commitment had changed, but he didn’t want anyone to know about it. There was to be no money and he thought I should just invite the group to do the work anyway but not to mention that there would be no funding. I asked him to disclose that to the group and his response was “it’s not public yet.”

The fact was, it wasn’t a secret. Some of the participants knew this and others hadn’t and all were sworn to secrecy, so no one felt comfortable raising the issue. As I called for topics to be posted there was silence. Finally one of the group members stood up and said “I think we all need to talk about this and we like to ask our facilitator and government rep to leave the room while we do so.” I was relived and grateful. While my client and I waited outside the meeting room for a few hours we talked about the ethics of what had just happened and how the situation very much had a role to play in why this meeting was not going to go the way he wanted it to.

Dialogic containers do not arise in a vacuum. they are the product of an immediate situation that can change quickly and influence what will emerge in the container.

Institutional fields

Institutional fields represent a broader context in which dialogic containers function. Here we see that behaviours and possibilities are contained by things like policies, laws, decision making authority, incentives, resources and even persistence behavioural patterns like workload and job function. All of these constraints are helpful because they provide stability to institutions. This stability usually takes years to change, especially in established institutional settings like government, education systems, and large corporations. The stability is helpful because it protects the resources and, where applicable, the duty of care that institutions hold. Institutional fields make it very difficult for change to occur and become a deep source of frustration for facilitators who craft dialogic containers for innovation and change, only to see good ideas mire in the stability of the institutional field.

Oftentimes I will hear from leaders that they want highly participatory events that generate good leads but that we have to “manage expectations” in terms of what is possible. I get it because a good dialogic container can generate feelings of excitement and possibility and experiences of change but institutions may have something to say about how much and how fast things can go. This is why my process design conversations include an important check-in about the “architecture of implementation.” In other words, I want everyone to be clear on what we know about how the results of a meeting will be used. The worst leaders are the ones who want the group to feel fully empowered (“oh I want everyone to think freely and come up with great ideas they can champion”) but have no intention of opening up affordance within the organizations to make novel ideas take root.

This interface between dialogic containers in which change is generated, and institutional setting in which stability is maintained is a critical space for understanding change. The bigger results of work done in dialogic containers are subject to the affordances that are in place between that container and the instiututional field, and that often makes it hard for emergent strategy produced in a container to find an easy way into and institutional field. Change is almost always unanticipated and oblique to the established institutional fields.

In a recent Open Space I did with a tribal government, over two days a group of employees began to talk about instituting a four-day work week for the tribal government employees. This issue emerged during the meeting and the tribal CEO watched it happen. When they asked her is this was possible she answered honestly: “I don’t know.” But she alos committed to doing her best o make it happen which meant that she needed to take a well thought out proposal to the tribal council. In order to make it more likely to succeed, she told they group they would need to back their proposal with data and with examples from other tribal governments and anticipate the questions that different tribal council members would have.

Because there was no established affordance for the change, making the change was going to be a high effort endeavour. The institutional field needed to be shaped to make it easier to say yes if the proposal was to succeed. This is familiar to everyone who studies and practices politics and change, but understanding the relationship between the active change landscape of a dialogic containers and the active stability landscape of an institutional field using ecological concepts helps make this work clearer. How can we carve a deep channel that makes it easy for these two contexts to be linked? That what affordances are. If we can find some that are pre-established affordances, that’s helpful. If we need to create some, then it’s unlikely that our change work will be effective until we do, and that should influence the way we initiate work ion teh dialogic container by influencing who we invite, and what we talk about.

Cultural field

Institutional fields may be the most visible contexts in which dialogic containers exist, especially in discreet and well defined organizational settings, but cultural field are alos at play. In organizations “they way we’ve always done things” can be as important a constraint as a law or a policy. So too can professional cultures, social norms, cultural status and personal relationships. These can affect what is considered “knowledge” or “authority” in a cultural setting. A person that shows up to a public local government meeting with a slide show of charts and spreadsheets is trying to establish authority within a managerial culture that values these kinds of artifacts, regardless of of how accurate the knowledge is. A person at the same meeting with a true and personal story might be dismissed as merely anecdotal, even though the story may reveal more about the situation that data that has visualized in a socially acceptable way.

Organizational cultures evolve over years. They are not changed quickly and they are not changed predictably. Even longer are the societal cultures and norms that shape behaviours. Wittgenstein coined the term “form of life” to describe the collected shared background of a human community’s practices, activities and ways of doing things that are long established and context specific for a society or culture. Forms of life have a powerful effect on the way institutions are shaped (and the regulatory environment inside which they are shaped) and they provide an incredibly robust and persistent field that limits what affordances are possible.

In the world of global sport, we can see how forms of life affect how global association football is organized and trained differently in North America and Europe. North American professional sports are organized around closed leagues where there is no incentive NOT to finish last. This is becasue the teams are “franchises” of the league rather than individual organizations who have agreed to play each other in a league. In North American professional soccer, promotion and relegation is extremely are and only recently has emerged in the United Soccer League, a competing professional league to Major League Soccer. MLS will likely never have promotion and relegation because team owners buy their franchises as members of the top tier of soccer and protect their investments by always staying in a league that generates shared revenues across all the clubs.

The biggest scale of these contexts are the civilizational scales that take multiple generations to change. These contexts are the stable and unchanging seas in which all work takes place. A culture that is rooted in liberal economics, featuring capitalist and market-based structures of productivity and distribution will always treat shared ownership and reciprocal gifting as counter cultural, even at the smallest scale.

Implications of contexts for making change

There is a helpful polarity of change work I use, which I initially got from Snowden. A Robust system survives by resisting change and a resilient system survives by being changed. As we look at the different scales of contexts inside of which dialogic work occurs, we can see increasing robustness the wider the context is. The reason why cultural contexts are so enduring is that they a deeply embedded in values that produce structures that guide behaviours and thinking in a particular way. Proponents of the idea that humans have no free will point to these larger constraint regimes to point out that, essentially, no matter how strong you are as a swimmer or how much progress you are able to make against the current, the river will always carry you back downstream.

Importantly, the degree to which a context is robust tells you a lot about how it changes. Robust systems are incredibly resistant to change, but when they do change, it is often catastrophic to the existing order. That means whole scale breakdown of a robust system will often collapse into chaos. If a group of people inside these contexts do not have the resources to manage the chaos (including expertise, connection and resourcefulness) things can become perilous. On the other hand, resilient systems are generally composed of flexible and loosely content structures that change all the time in small ways. Watching a forest change into a marsh through beaver activity is amazing. At no time does the ecosystem suffer a catastrophic loss of life or diversity (as it would if was instantly flooded by a dam break). Instead the system gradually changes over time, with the life being supported largely by what happens at the edges, where different contexts meet. These are called “ecotones” in ecology and they provide fresh resources, refuges, places to incubate new life and diversity. In the natural world the ecotone is where new species and new adaptive capabilities are born. The same is true in human life where the ecotone introduces new ideas, new connections and requisite diversity to the system which can be carried back to the centre of the system to be explored and experimented with.

At the immediate level, making meaning together can help create the local conditions for improved lives and that is why we gather to figure out how to improve organizational life. Occasionally there exists an affordance in a system of contexts like this that allows for the larger contexts to change, sometimes quite rapidly. Thomas Kuhn famously analyzed this in his work on paradigm change in the natural sciences. Science is a special case as a context because it has an in-built mechanism for both preserving its stability and making wholesale change, even when that change can throw the entire careers of established scientists into the bin!

But in general, larger contexts dictate the kinds of things that are more likely to happen than not. These are affordances, and good strategy seeks to find and use these affordances, especially if the change we are trying to make is structural or systemic. Single meetings, or even extended gatherings of powerful dialogue will not succeed in making changes to the larger contexts unless affordances exist to do, or unless the group has the power to overwhelm the constraints of the bigger contexts.

What this means for facilitation

This theory has been important to my facilitation practice. For most of my career I have enlisted to host dialogues with the hope that bigger things might change. If a group does not have access to power and influence and the ability to make changes to the larger context, these gatherings can feel very buoyant and optimistic but the results very quickly hit “the real world.” that is not to say that dialogue has no power. Held with a knowledge of the contexts in mind, dialogic practice can live in the ecotone of a larger system, cultivating the possibility of change, creating new and surprising connections, or developing new collective knowledge that can have and influence and effect on a broader context.

Dialogic containers remain the places where we experience the most agency and the most authority over our actions and our futures. Done well, many participants leave good dialogues with a sense of possibility and connection. Harvested well, and realistically, dialogic work can become the crucible for new ideas and connections that can catalyst change. On its own, dialogue is rarely effective in influencing the broader contexts that keep problems in place. Working to discover affordances and blockages in the context, building an architecture that supports implementation, and developing a theory and strategy for preserving gains made suddenly makes the encounter in the dialogic container important, more high stakes and more effective.

As Juarrero says, context changes everything. Dialogic containers give us a place where agency is immediate and creativity is possible. But the wider contexts in which those containers sit determine whether the results of dialogue can travel beyond the room. The work of the facilitator is therefore not only to host good conversations, but to understand the landscapes of constraint in which those conversations take place.

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Making beauty together

February 25, 2026 By Chris Corrigan Bowen, Containers, Democracy, Emergence, Featured, Flow, Music, Practice One Comment

Carmina Bowena warming up before our concert on Monday

I sing in a choir here on Bowen Island called Carmina Bowena. We focus our attention on Rennaisence European music, singing sacred music, madrigals and modern inspirations of the same. We also sing folk music and more traditional music from Italy, France, Spain and the British Isles. We are an impressively eclectic group of people, under under the leadership and joy of our director, Nicole Thomas Zyczynsky.

We like to craft an atmosphere with the music we sing. It’s already transcendent music to begin with but when we perform we want to make it less about a concert and more of an immersive experience. We usually perform in small theatres or churches with good acoustics, from a stage, to an audience.

Monday night though was the first of what I hope will be a series of contemplative experiences that we co-created with the congregation of Cates Hill Chapel here on Bowen Island. We sat in a circle in the centre of the room, which has phenomenal reverb, and around us were a couple of circles of chairs. Candles lit the room and the participants were invited to be in silence for an hour as we sang four sets of music interspersed with poems about light and dark. It was not explicitly a religious experience, but for a contemplative person like me, it was a very good way to be in Lent.

The program began with a couple of Gregorian chants and went through songs by Byrd, Palestrina, Duruffle, Rossi, Lauridsen and Gjello. There was no applause between pieces, just a transition from one to the next, as we stood and sang in candlelit darkness. My friend Kathy played a beautiful clarinet solo a set of variations on a theme by Kodlay. I played a slow air one my flute from the Irish tradition called “The Fire in the Hearth” from an album by John Skelton.

The experience was co-created. Asking the audience to hold silence throughout the hour or so, in a resonant room light by candles, created an atmosphere of deep compilation. More importantly it was an atmosphere that was held by all of us, the choir, the readers, the hosts and the “audience.” It doesn’t;t even feel right to call them an audience.

To me this is the high art of participatory container work: when people all have a role in creating something together. To paraphrase Christina Baldwin, it is not one person’s job to create a container, but a group creates a dialogic container together. And when there is some coherence in that group – perhaps some shared experience, or a shared aspiration or even a shared curiosity – the container can be one in which transcendent experiences happen, where beauty emerges, or novelty, or flow. When we get out of our own way, feeling that it is our job solely to host and create, something else becomes possible. These are communal experiences can be full of beauty, like our concert, or of intense emotional joy like I have experienced when my teams have won important matches. They can be collectively healing, as my friend Linda Tran has begun to discover in her sound bath practice. Today we were talking about the way in which a sound bath session – where she plays crystal bowls and offers gentle meditative and awareness guidance – becomes a powerful collective experience when the participants have all done it before and have set aside their anxieties and worries and deeply rest in the experience. Something else is possible.

We live in a world of performance and consumption. Being an audience member in most places assumes a detachment from the experience. The fourth wall is intact. We passively consume what is put in front of us. We forget that we are also participants. It is becoming more and more clear to me that we NEED to find places of the participatory and collective practice of beauty, even in what is traditionally thought of as as an audience-performer context. May we never lose that ability.

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Some more thoughts on religion

December 31, 2025 By Chris Corrigan Complexity, Containers, Democracy, Emergence, Practice, Uncategorized 2 Comments

The other day I wrote a post looking at religion as an emergent container of meaning making that is both difficult to define and important in civic life. I’m writing this as a person who is religious to the extent that I practice within and belong to a 100 year old mainline Christian tradition with a mixed history in civic affairs, the United Church of Canada. It was involved in the establishment of both residential schools and public health care. It has championed and supported global solidarity and peace work and no doubt has left people feeling hurt by actions of its leadership. It was the first church in Canada to ordain gay and lesbian ministers and an early adopter of same-sex marriage. In many ways my life has been shaped by this tradition, even the two decades or when I wasn’t an active practitioner in a congregation.

As I have worked with many churches and faith communities of all kinds, I am acutely aware of the influence that religion can have on civic life. I am acutely aware that that is often “not a good thing” especially in this day and age. In the post I wrote the other day I was trying to explore how religion functions as an emergent product of a set of constraints. My basic idea is that religion itself is difficult to define and therefore difficult to either adopt or throw out in terms of its influence on civic affairs. Those of us that belong to religions have very different conversations about the role of religion in civic life than those who do not. Very few of my friends are religious, but with those that are, critical conversations about the role of religion in society are very different with them than with those who simply reject religion at all or say it should be a private matter.

Today I awoke to a beautiful Christmas present (yes this is the liturgical season of Christmas). My friend AKMA, an Anglican priest, Biblical scholar, and critical thinker, read and reflected on my post and offered some beautiful responses offered with grounded and gentle assertions from the perspective of one who inhabits a religion. He shared some sources which inform his thinking (knowing that I will chase these down for further reading!). Most importantly, he shared from a place of deep lived truth, with his characteristic humility and respect:

” I should own up that I take my faith and the sorts of congruent Christian discourse as true and real in a more than merely notional way. That applies even in a way that excludes other ‘religious’ claims. That’s just part of what I take believing to mean, and I’m keenly aware of the risks and presumption baked into that. At the same time, I know and recognise that other profound, admirable, illuminating people do nothold to what I believe, and some believe things that my faith contradicts. Since I have no specific reason to think I’m cleverer or more pious or more receptive to divine revelation than these among my neighbours, I must hold to my faith with a humility that obliges me to treat people’s divergent faiths with the respect that I’d wish them to show mine. I have more to learn than one lifetime…so I can’t by any means rule out the possibility that my Muslim neighbour has arrived at the true, real way of faith and I am wrong about many particulars.

All of which is to say that where Christian nationalists take their faith as a warrant to oppress others because they can’t imagine that they’re wrong, I take my faith as an obligation to honour others’ faith up to the point where our claims conflict, and there to handle that conflict as gently and respectfully as circumstances permit.”

His whole post is worth multiple reads, because what I think he is saying in response to what I am writing is that he isn’t necessarily interested in my framing and exploration of religion-as-container, but instead in sharing the way in which his participation in his religion guides his participation in civic life. And he does so in such a nuanced and expansive manner that it validates the point I was trying to clumsily make in my original post.

Viz:

The tricky task set before us entails finding a modus vivendi by which we who hold to particular exclusive claims about human flourishing can honour and respect people who take a different view, but who still want to live in a civic community with us, and how we can work together to minimise the damage done by fascist-nihilists who will contentedly imprison, torture, kill anybody who gets in the way of their implementing their will.

This is what I mean by religion as a powerful dialogic container. It is a bounded space of shared identity and meaning-making. Inside it, you see these conversations with contemporaries and with ancestors who have carried a deep questions about how we live together. AKMA’s distillation of such is an example for me about the role that religion plays in both personal and civic life. It feels brave to say it aloud. Thanks AKMA.

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Some thoughts on a Human-AI facilitation Manifesto

December 4, 2025 By Chris Corrigan Being, Complexity, Containers, Emergence, Facilitation, Featured 15 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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A lifetime of appreciating self-organization in groups

October 29, 2025 By Chris Corrigan Art of Hosting, Complexity, Containers, Design, Emergence, Facilitation, Featured, Open Space, Organization One Comment

Cedric Jamet and I together at the Art of Hosting Reimagining Education gathering a couple of weeks ago.

The other week we were sitting in the Queen’s University Biological Station in Elgin Ontario, opening our third annual Art of Hosting on Reimagining Education. Cedric Jamet was teaching about the chaordic path, the term we use for the leadership path that works with a dance of chaos and order. The chaordic space is the space of self-organization, where structure and form creates the conditions for otherwise chaotic spaces to produce direction, coherence, energy and engagement without top down control. It is a way of conceptualizing self-organization in groups, which is the kind of facilitation practice I specialize in.

The idea of self-organization, what it is, how it arises, what practices support it is been the single most important organizing question of my professional career. As Cedric put it in Elgin, this is what the world needs, to be hosted so that people can self-organize to improve their conditions, make beautiful and sustainable things and sustain good work with strong relationships. When we create the conditions that enable self-organization, we are creating places of “safe uncertainty” and relational connectivity. We create what I call “dialogic containers” which become places of meaning and sustainable connection. Strong dialogic containers can hold difference and conflict without rendering the relational field. They can provide spaces for meaning and depth and purpose. Sustained over time they can become “life-giving contexts.” As a facilitator and in my work leading and supporting leaders, everything we do points in this direction.

Over the past 20 years this inquiry has led me into two major areas of practice. I have studied and worked deeply with the Art of Hosting and the field of participatory process design and facilitation. Based around the “Four Fold Practice” – presence, participation, hosting contribution, and co-creation – the Art of Hosting is a simple framework for a practice that, as Cedric said, helps us enable self-organization. This is a well-established field of facilitation practice and I work with facilitation methods that are found in the fields of dialogic organizational development, collaborative change management, and anthro-complexity including those contained in the seminal collection of large groups methods, and small scale Liberating Structures, as well as the suite of methods from Participatory Narrative Inquiry.

The other area of practice I have explored is complexity, in an effort to understand the conditions by which self-organization arises. This has led me through the various threads of complexity in human and living systems initially through the work of Senge, Wheatley, Scharmer who came out of the system thinking world with new metaphors, models and understandings about how things worked. From there I dove deep into anthro-complexity, championed primarily by Dave Snowden who work on ontologies is a significant contribution to this field as it helps leaders, facilitators and process designers make good choices about the way they participate and intervene in different situations. I also read deeply and learned with other complexity-focused theorists and process designers like Cynthia Kurtz, whose work on story is especially important, and Glenda Eoyang, whose work on complexity and whose suite of methods and approaches called Human Systems Dynamics is accessible, simple, and extremely effective for the most part in seeing and working with complexity.

The two most significant academic works I’ve published reflected these two streams as I have written about and explored the ideas of dialogic containers as the key structures which enable self-organization and meaning-making. In Hosting and Holding Containers, I talk about the concept of a dialogic container and use the four-fold practice to describe how to work with these phenomena. In “Hosting Dialogic Containers: a key to working in complexity” I talk about containers from a more complexity-informed perspective and discuss the role of constraints in designing and hosting containers. A subsequent paper, published only in Japanese is actually closer to my current thinking on the constraints framework that I use.

This morning I am sitting in an Open Space meeting while all around this place a small team of folks are busy engaging in conversations that are necessary for creating their future. These people are interested in pedagogy and learning design, and I was struck by the fact that Open Space was a new experience for almost every single one of them. But I can hear the snippets of conversation and see the energy and attention in the work that is happening, and I continue to be astonished at how powerful self-organization is, given the right kind of container for it. We have an urgent question that is a deep attractor. We have connections and exchanges that are already strong in the team and made stronger by the visioning conversations we had yesterday. And we have important boundaries, including a threshold that was crossed with a new Director, a beautiful space that is full or opportunity and a timeline for the work that is both bounded and generous. There is urgency but not emergency, still room for excitement creativity and energy.

I have done many hundreds of Open Space events, large and small, and each one has delighted me as I watch groups of people self-organize and take responsibility for the issues that matter to them. I remained astonished by the powerful and generative nature of a life-giving dialogic container that emerges from a few enabling constraints thoughtfully applied and held. And I remain grateful for the immense body of work that underlies this approach to human organizations and communities and all those friends and teachers who guided and taught me along the way.

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    Events
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