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You can now see our companion introduction video on this 4 article series at our youtube channel: https://youtu.be/JtkTP...
14/07/2026

You can now see our companion introduction video on this 4 article series at our youtube channel: https://youtu.be/JtkTP7CYSMg

What the Evidence Can and Cannot Tell Us. The Measurement Gap in AI-Assisted Learning. A 4 Part Series

We tend to think of conscientiousness as a within-person trait: self-discipline, goal persistence, follow-through. Usefu...
13/07/2026

We tend to think of conscientiousness as a within-person trait: self-discipline, goal persistence, follow-through. Useful for the individual who has it.
A new piece at Curious George P makes a different argument. Roberts and colleagues’ 2007 meta-analysis found that conscientiousness predicts health, longevity, relationship stability, and occupational achievement. Not primarily because of self-discipline. Because of what the network reads in you.
The conscientious person doesn’t emit reliability as a calculated signal. They simply are who they are: they follow through, show up, and don’t require monitoring. The group reads that pattern and adjusts its investment accordingly. The downstream consequences — health, relationships, career outcomes — are the accumulated returns on a cooperative credit score that others assign, not one the individual claims.
Article 2 in The Architecture of Belonging series traces how that pattern is built, and what happens when it isn’t.

→

Development, Personality, and the Architecture of Reliable Social Contribution

Most people think cooperation is about trust or shared values. But it’s also a mathematics problem, and the maths have a...
07/07/2026

Most people think cooperation is about trust or shared values. But it’s also a mathematics problem, and the maths have a limit.
William Hamilton showed in 1964 that cooperative behaviour is selected when the genetic benefit to the recipient outweighs the cost to the actor. The measure is called the coefficient of relatedness (r). A sibling: r = 0.5. A first cousin: r = 0.125. A second cousin: r = 0.063, at which point a relative and a random member of the same population are genetically near-indistinguishable. The maths thin rapidly past that threshold.
And yet people cooperate reliably across organisations of thousands. So something else has to carry the cooperative architecture past the point where genetics and memory run out.
A new piece at Curious George P traces the full arc, from the gene to culture, from kinship to reputation, and asks what fills the gap.

Cooperation, Kinship, and the Limits of Genetic Self-Interest. Article 1 of 2

June Price Tangney's research found something most of us get backwards. Shame, the feeling of being a bad person rather ...
02/07/2026

June Price Tangney's research found something most of us get backwards. Shame, the feeling of being a bad person rather than having done a bad thing, doesn't make people more accountable. It makes them less. Faced with that kind of threat, the self defends itself through denial or blame-shifting, because owning the act feels like confirming the verdict against the whole self, not just the one mistake.
Guilt works differently. It localises the failure to the act, so the self survives the admission, and repair becomes possible.
My new essay, Prepared by the Question, starts with a single line from a fantasy novel and ends up tracing why some people seem able to own their mistakes easily while others can't seem to own them at all, even when they clearly want to.
Link below. Would genuinely like to know what lands for you.

A fantasy deity refuses to answer a question it already knows, unti...

June Price Tangney's research found something most of us get backwards. Shame, the feeling of being a bad person rather ...
01/07/2026

June Price Tangney's research found something most of us get backwards. Shame, the feeling of being a bad person rather than having done a bad thing, doesn't make people more accountable. It makes them less. Faced with that kind of threat, the self defends itself through denial or blame-shifting, because owning the act feels like confirming the verdict against the whole self, not just the one mistake.

Guilt works differently. It localises the failure to the act, so the self survives the admission, and repair becomes possible.

My new essay, Prepared by the Question, starts with a single line from a fantasy novel and ends up tracing why some people seem able to own their mistakes easily while others can't seem to own them at all, even when they clearly want to.

Link below. Would genuinely like to know what lands for you.

Agency, ownership, and what gets lost when responsibility is refused

Next time a child is asked to share and the adult says 'be fair' or 'take turns' — that response resolves the situation....
15/06/2026

Next time a child is asked to share and the adult says 'be fair' or 'take turns' — that response resolves the situation. But it skips right over a distinction children can already make on their own.
Research from the 1980s, replicated since across cultures, found that children as young as three or four already treat hurting someone differently from breaking a social rule — even when an adult gives them permission to do both. When it came to hurting, they said it was still wrong regardless of permission. When it came to a harmless rule, they were more flexible. Nobody taught them that difference. They arrived with it.
Most of what children are taught in the years that follow collapses those distinctions into a single good/bad framework. A new article in The Complexity Debt series looks at what that collapse costs and what develops when children are given the chance to practise reasoning through situations where two legitimate things are in conflict.
The Ethics of Either/Or — Article 3 in the series — is linked below. Article 4, the capstone, follows shortly.

THE COMPLEXITY DEBT Series - Article 3 of 4

There is an emotional state that most people have experienced but have no precise word for.It is not sadness. It is not ...
31/05/2026

There is an emotional state that most people have experienced but have no precise word for.
It is not sadness. It is not distress. It is closer to a flatness — a condition in which things that would normally feel engaging or enjoyable simply do not, not because something is wrong in the way grief or anxiety is wrong, but because the system that generates positive engagement has gone quiet.
The clinical literature calls this anhedonia. What is worth knowing is that the research on the structure of affect, going back to at least 1980, places anhedonia and sadness in structurally different positions. They are not points on the same axis. Low positive affect does not imply high negative affect. The two systems operate independently, and the emotional vocabulary most of us acquired in childhood — which treats them as opposites on the same scale — was not built to reflect this.
A new article in The Complexity Debt series, Mapping With One Dimension, examines what the two-dimensional structure of emotional experience means for the vocabulary we give children and the vocabulary most adults are still using. The link is below.
If the flatness described here is familiar from your own experience or from the people you support, the article is relevant to understanding what that experience is and what vocabulary is available for it.

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There is an emotional state that most people have experienced but have no precise word for.It is not sadness. It is not ...
31/05/2026

There is an emotional state that most people have experienced but have no precise word for.
It is not sadness. It is not distress. It is closer to a flatness — a condition in which things that would normally feel engaging or enjoyable simply do not, not because something is wrong in the way grief or anxiety is wrong, but because the system that generates positive engagement has gone quiet.
The clinical literature calls this anhedonia. What is worth knowing is that the research on the structure of affect, going back to at least 1980, places anhedonia and sadness in structurally different positions. They are not points on the same axis. Low positive affect does not imply high negative affect. The two systems operate independently, and the emotional vocabulary most of us acquired in childhood — which treats them as opposites on the same scale — was not built to reflect this.
A new article in The Complexity Debt series, Mapping With One Dimension, examines what the two-dimensional structure of emotional experience means for the vocabulary we give children and the vocabulary most adults are still using. The link is below.
If the flatness described here is familiar from your own experience or from the people you support, the article is relevant to understanding what that experience is and what vocabulary is available for it.

Mapping With One Dimension - Article 2 of 4

At three and a half years old, only about 4 in 10 children can hold two competing rules for the same object at the same ...
26/05/2026

At three and a half years old, only about 4 in 10 children can hold two competing rules for the same object at the same time. By four and a half, that rises to nearly 7 in 10.
That shift — documented across 69 studies — is what makes the difference between a child who can only sort by one rule and a child who can think 'this thing is both X and Y simultaneously.' It is also, according to the developmental research, what makes the difference between a child who needs binary categories and a child who could be given something more.
Most emotional literacy frameworks for young children use big and small as their primary emotional descriptors. The framework is well-intentioned and, for children under four, developmentally reasonable. The problem is that it tends to persist well beyond the developmental window it was designed for — into classrooms and parenting books aimed at children who are already capable of considerably more.
The same child being handed big and small as their emotional vocabulary is, around age five, perfectly capable of telling you that a vehicle is simultaneously a truck, a fire engine, and red. Three independent descriptors. No contradiction. No hesitation.
A new series of articles — The Complexity Debt — examines the developmental case for when and how children become ready for gradient thinking in emotional, ethical, and conceptual domains.

A new series of articles — The Complexity Debt — examines the developmental case for when and how children become ready for gradient thinking in emotional, e...

At three and a half years old, only about 4 in 10 children can hold two competing rules for the same object at the same ...
26/05/2026

At three and a half years old, only about 4 in 10 children can hold two competing rules for the same object at the same time. By four and a half, that rises to nearly 7 in 10.
That shift — documented across 69 studies — is what makes the difference between a child who can only sort by one rule and a child who can think 'this thing is both X and Y simultaneously.' It is also, according to the developmental research, what makes the difference between a child who needs binary categories and a child who could be given something more.
Most emotional literacy frameworks for young children use big and small as their primary emotional descriptors. The framework is well-intentioned and, for children under four, developmentally reasonable. The problem is that it tends to persist well beyond the developmental window it was designed for — into classrooms and parenting books aimed at children who are already capable of considerably more.
The same child being handed big and small as their emotional vocabulary is, around age five, perfectly capable of telling you that a vehicle is simultaneously a truck, a fire engine, and red. Three independent descriptors. No contradiction. No hesitation.
A new series of articles — The Complexity Debt — examines the developmental case for when and how children become ready for gradient thinking in emotional, ethical, and conceptual domains. Article 1 is linked below.
If this connects with what you see in the children you work with or parent, the comments are open.

From Foundations to Dams - Article 1 of 4

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