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Spatz.AI
@spatzai.bsky.social
Enabling Fairer Teamwork Globally
Most of us were taught that when uncomfortable friction arises during a disagreement, we have only three responses to consider:

Fight
Push back using a tit-for-tat reaction.

Flight
Step away. Avoiding the moment, and sweeping it under the carpet.

Freeze
Get stuck. Go silent. Ignoring the situatio
Fight, Flight, Freeze, Now We can Flag
Most of us were taught that when uncomfortable friction arises during a disagreement, we have only three responses to consider: Fight Push back using a tit-for-tat reaction. Flight Step away. Avoiding the moment, and sweeping it under the carpet. Freeze Get stuck. Go silent. Ignoring the situation and shutting down.
objectebook.com
November 11, 2025 at 5:13 PM
I was in a discussion on LinkedIn the other day about disagreement in conversation. The point he raised was that disagreement is a form of friction, and that some amount of friction is necessary for a healthy discussion. I think there is something slightly off in that framing.
There’s a Fraction Too Much Friction
I was in a discussion on LinkedIn the other day about disagreement in conversation. The point he raised was that disagreement is a form of friction, and that some amount of friction is necessary for a healthy discussion. I think there is something slightly off in that framing.
objectebook.com
November 9, 2025 at 10:28 AM
Most of us don’t recognise it because dogma hides inside conviction. The stronger we feel about being right, the less likely we are to question the beliefs that make us feel that way. And in the world of management and consulting, where confidence sells, this blindness is rewarded.
Overly Dogmatic “I am right, you are wrong”, Thinking
Most of us don’t recognise it because dogma hides inside conviction. The stronger we feel about being right, the less likely we are to question the beliefs that make us feel that way. And in the world of management and consulting, where confidence sells, this blindness is rewarded.
objectebook.com
November 5, 2025 at 1:24 AM
It amazes me that nearly every leadership expert preaches the importance of addressing poor behavior early, yet few if any seem to provide a standard process for doing so, relying on a haphazard approach that may or usually may not work.
The Holy Grail of Team Culture – Repairing the Blown Fuse
And so, tension quietly builds, trust erodes, and what was once a cohesive team begins to fracture. We can keep encouraging people to “speak up,” but the real question is how should a team member respond in that very moment when someone crosses their line?
objectebook.com
November 3, 2025 at 2:38 PM
In workplace teams, everyone nowadays seems to be talking about psychological safety and how an ideal culture protects people within it. But little thought is given to preparing for the daily failures that occur ad nauseam - the small ruptures born of our human fallibility, emotions, and egos....
Plan for the Perfect Culture, Then Prepare for the Failure
In workplace teams, everyone nowadays seems to be talking about psychological safety and how an ideal culture protects people within it. But little thought is given to preparing for the daily failures that occur ad nauseam - the small ruptures born of our human fallibility, emotions, and egos. It’s these subtle moments, when someone’s tone sharpens or a correction feels like unfair criticism, that can quietly erode trust.
objectebook.com
November 3, 2025 at 3:09 AM
For years, organisations have been talking up psychological safety, inclusion, and communication culture. But talking isn’t the same as doing, and certainly not the same as addressing and resolving.

We’ve mastered the art of reporting major incidents but still struggle with what happens before....
The Age of Micro-Conflict Intelligence Has Arrived
For years, organisations have been talking up psychological safety, inclusion, and communication culture. But talking isn’t the same as doing, and certainly not the same as addressing and resolving. We’ve mastered the art of reporting major incidents but still struggle with what happens before they escalate, the small moments of friction, tone, or misunderstanding that quietly corrode trust and alignment.
objectebook.com
November 3, 2025 at 2:01 AM
I figure we’re at the Wright Brothers moment, trying to get this thing called teamwork to truly fly. And I can’t help feeling a bit like one of those amateur bicycle mechanics (perhaps with mild delusions of grandeur).
The David Howell Challenge
I figure we’re at the Wright Brothers moment, trying to get this thing called teamwork to truly fly. And I can’t help feeling a bit like one of those amateur bicycle mechanics (perhaps with mild delusions of grandeur).
objectebook.com
November 3, 2025 at 12:58 AM
In a long and insightful dialogue between Des Sherlock (the creator of SpatzAI) and his consultant, a powerful alignment emerged — a potential partnership that could redefine how organizations handle workplace conflict....
From Micro-Conflicts to Systemic Harmony: The Emerging Partnership Between SpatzAI and Nøgd
In a long and insightful dialogue between Des Sherlock (the creator of SpatzAI) and his consultant, a powerful alignment emerged — a potential partnership that could redefine how organizations handle workplace conflict....
objectebook.com
October 31, 2025 at 12:23 AM
The biologist Edward Wilson argued that humanity has Paleolithic emotions, Medieval institutions, and Godlike technology. I think that combination explains why we feel so unstable as a species. Our tools have outgrown both our psychology and our systems....
Stone-Age Behavior Meets Godlike Technology
The biologist Edward Wilson argued that humanity has Paleolithic emotions, Medieval institutions, and Godlike technology. I think that combination explains why we feel so unstable as a species. Our tools have outgrown both our psychology and our systems.
objectebook.com
October 29, 2025 at 1:09 AM
Most people treat disagreeing and objecting as the same thing, but in my view, they are very different, and understanding the difference changes how we handle micro-conflicts...
Disagreeing vs Objecting: How Objectionable Behavior Distorts Objectivity
Most people treat disagreeing and objecting as the same thing, but in my view, they are very different, and understanding the difference changes how we handle micro-conflicts.
objectebook.com
October 27, 2025 at 1:49 AM
Attention all systems thinkers.
I’d love your take on all the talk about psychological safety, and just how scientific it really is, especially here on LinkedIn. Even from leading experts, I find plenty of claims but little verifiable science. Don’t get me wrong, achieving genuine psychological...
The Missing “Roll” in Psychological Safety
Attention all systems thinkers. I’d love your take on all the talk about psychological safety, and just how scientific it really is, especially here on LinkedIn. Even from leading experts, I find plenty of claims but little verifiable science. Don’t get me wrong, achieving genuine psychological safety would be the holy grail of behavioral psychology. But when I search for “the system of achieving psychological safety,” I find a lot of rhetoric and almost no mechanics.
objectebook.com
October 25, 2025 at 9:35 AM
"To be, or not to be—that is the question:"
Hamlet’s eternal struggle wasn’t just about existence. It was about endurance; whether to suffer in silence or speak truth in a world that may not be ready to hear it.
Today, that same dilemma plays out in workplaces everywhere.
When we see unfairness....
To Call Out or Burn Out? That is the Question
"To be, or not to be—that is the question:" Hamlet’s eternal struggle wasn’t just about existence. It was about endurance; whether to suffer in silence or speak truth in a world that may not be ready to hear it. Today, that same dilemma plays out in workplaces everywhere. When we see unfairness, disrespect, or overly dogmatic behavior, the question echoes in our minds: Do I call it out, or do I stay quiet and burn out slowly instead?
objectebook.com
October 24, 2025 at 2:44 AM
I agree with neuroscientists suggesting the negative effects of complaining: it drains energy, breeds resentment, and often changes nothing.
But not many people know that there is a responsible way to complain. It’s called objecting.
Complaining vs. Objecting: A Subtle but Powerful Difference
I agree with neuroscientists suggesting the negative effects of complaining: it drains energy, breeds resentment, and often changes nothing. But not many people know that there is a responsible way to complain. It’s called objecting.
objectebook.com
October 24, 2025 at 2:17 AM
“Your behavior as a leader sets the tone for your team.”
That’s the line we often hear. And yes, it can be true, if you believe it’s only the leader’s role to do so.
But what if leadership wasn’t about setting the tone, but enabling it to be set collectively?
Imagine instead of one person .....
Rethinking Leadership: From Setting the Cultural Tone to Sharing It
“Your behavior as a leader sets the tone for your team.” That’s the line we often hear. And yes, it can be true, if you believe it’s only the leader’s role to do so. But what if leadership wasn’t about setting the tone, but enabling it to be set collectively? Imagine instead of one person determining the culture of the team, you had a system that allowed anyone in the team to fairly course-correct the tone of another team member, even the leader.
objectebook.com
October 23, 2025 at 2:00 AM
In a recent exchange with Eadine Hickey, she described psychological safety as something that can be reduced whenever someone feels shut down or made to look “stupid.”
It got me thinking, if psychological safety can be so easily disturbed, is it really "safety" at all?
If Psychological Safety Can Be Lost So Easily, How Safe Is It Really?
In a recent exchange with Eadine Hickey, she described psychological safety as something that can be reduced whenever someone feels shut down or made to look “stupid.” It got me thinking, if psychological safety can be so easily disturbed, is it really "safety" at all?
objectebook.com
October 22, 2025 at 2:47 AM
It seems to me that I see psychological safety a lot differently than most. Team members often don’t stay silent because they have nothing to say, but because they’re concerned they won’t receive the respect they deserve for contributing. Not because they are weak, but because they don’t know how...
Maybe Psychological Safety Isn’t a Feeling, But a Process to Be Measured
It seems to me that I see psychological safety a lot differently than most.. Team members often don’t stay silent because they have nothing to say, but because they’re concerned they won’t receive the respect they deserve for contributing. Not because they are weak, but because they don’t know how to address objectionable behavior without exasperating the situation.
objectebook.com
October 20, 2025 at 8:51 AM
We believe that most team blowups don't start as major conflicts. They slowly unravel through micro-conflicts, born by dogmatic, "I am right, you are wrong thinking." Subtle tensions, repeated interruptions, and passive-aggressive comments. These aren’t “small” problems; they are early signals....
Why Your Organization Needs Micro-Conflict Intelligence—Yesterday
We believe that most team blowups don't start as major conflicts. They slowly unravel through micro-conflicts, born by dogmatic, "I am right, you are wrong thinking." Subtle tensions, repeated interruptions, and passive-aggressive comments. These aren’t “small” problems; they are early signals of cultural erosion.
objectebook.com
October 20, 2025 at 1:11 AM
In Design Studies (2017), Joel Chan and his colleagues observed that teams that failed to resolve their micro-conflicts often failed to achieve their project goals. Conversely, those that successfully navigated these everyday tensions didn’t just avoid breakdown, they reduced uncertainty, built...
Why the Future of Collaboration Could Lie in Micro-Conflict Intelligence (MI)
In Design Studies (2017), Joel Chan and his colleagues observed that teams that failed to resolve their micro-conflicts often failed to achieve their project goals. Conversely, those that successfully navigated these everyday tensions didn’t just avoid breakdown, they reduced uncertainty, built trust, and ultimately delivered stronger outcomes.
objectebook.com
October 17, 2025 at 1:23 PM
How many workplace team members does it take to screw up addressing misbehavior in a meeting?
Five billion....ha!

That's because every human on the planet seems to have their own specific way of handling a spat. Some avoid it. Some explode. Some smile and stew. Others call HR. Few actually address
5 billion Ways to Handle a Spat. Time for One that Actually Works.
How many workplace team members does it take to screw up addressing misbehavior in a meeting? Five billion....ha! That's because every human on the planet seems to have their own specific way of handling a spat. Some avoid it. Some explode. Some smile and stew. Others call HR. Few actually address it fairly, in the moment
objectebook.com
October 17, 2025 at 2:23 AM
Two years ago, when I pitched SpatzAI fair play for teams to an investor from Atlassian Investment, he listened carefully, smiled, and said something that stuck:
“Managers might start getting honest pushback from their teams.”
Why My SpatzAI Pitch Was Rejected by Atlassian Ventures
Two years ago, when I pitched SpatzAI fair play for teams to an investor from Atlassian Investment, he listened carefully, smiled, and said something that stuck: “Managers might start getting honest pushback from their teams.”
objectebook.com
October 16, 2025 at 9:14 AM
Organizations are supposed to be organized, but when it comes to helping teams resolve their minor spats, the best advice we’re still getting (even from Harvard Business Review) is for managers to intervene. Here’s what they recommend managers do:...
Organizations Are Supposed to be Organized
Organizations are supposed to be organized, but when it comes to helping teams resolve their minor spats, the best advice we’re still getting (even from Harvard Business Review) is for managers to intervene. Here’s what they recommend managers do:....
objectebook.com
October 15, 2025 at 3:51 AM
Why is it that formal conflict resolution is always at the end of the process and not the start?
When most workplace conflicts, needing resolution, usually (if not in every case) start with a minor infraction, why not enable team members to more formally address these micro-conflicts or minor spats,
Formally Addressing Micro-Conflicts Vs Conflict Resolution
Why is it that formal conflict resolution is always at the end of the process and not the start? When most workplace conflicts, needing resolution, usually (if not in every case) start with a minor infraction, why not enable team members to more formally address these micro-conflicts or minor spats, well before intense and expensive conflict resolution is ever needed?
objectebook.com
October 14, 2025 at 9:19 AM
Now ask any expert on psychological safety and they’ll repeat the same rhetoric, that people need to feel safe (respected) when they speak up. In fact, ask anyone on the street and they’ll probably say the same thing. We all want to be treated with respect, especially when we share ideas or concerns
The Scam of the Respect Industry & Why Disrespect Still Rules
Now ask any expert on psychological safety and they’ll repeat the same rhetoric, that people need to feel safe (respected) when they speak up. In fact, ask anyone on the street and they’ll probably say the same thing. We all want to be treated with respect, especially when we share ideas or concerns.
objectebook.com
October 14, 2025 at 5:14 AM
When most workplace conflicts, needing resolution, usually (if not in every case) start with a minor infraction, why not enable team members to effectively address these micro-conflicts well before expensive conflict resolution is ever needed....
Why is conflict resolution at the end of the process and not at the start?
When most workplace conflicts, needing resolution, usually (if not in every case) start with a minor infraction, why not enable team members to effectively address these micro-conflicts well before expensive conflict resolution is ever needed.
objectebook.com
October 13, 2025 at 9:12 AM
It seems that most organization consultants and psychology experts on Linkedin talk about respect in teams. From HR manuals to corporate slogans, the message hasn’t changed for millennia: treat people with respect....
Maintaining Respect: Humanity’s Unsolved Engineering Problem
It seems that most organization consultants and psychology experts on Linkedin talk about respect in teams. From HR manuals to corporate slogans, the message hasn’t changed for millennia: treat people with respect.
objectebook.com
October 13, 2025 at 3:14 AM