Water should probably be a gas.
That sounds ridiculous, because water is the most ordinary substance in our lives. It comes out of the tap, fills the kettle, ruins bank holiday weekends and gives estate agents something poetic to say about houses near rivers. It is so familiar that we forget how strange it is.
Methane is a gas at room temperature. Ammonia is a gas at room temperature. Both are small molecules. Both are simple enough to draw on a school chemistry paper without too much embarrassment. But water, little bent H₂O, remains stubbornly liquid until 100°C.
The reason is hydrogen bonding.
I should tread carefully here. I got a D in A-level Chemistry, although in my defence I was doing three other A-levels at the same time. I later went on to study Applied Physics, where I spent more time thinking about the properties of matter, quantum mechanics, electronics and lasers. So perhaps this is where my mind naturally goes: not to organisations as tidy charts, but to organisations as physical systems.
Matter changes state. Signals travel through media. Energy moves. Structures hold until they don’t.
Recently, I attended a Spanish seminar on hydrodynamics, and it reminded me how much management language flattens the world. We talk about delivery pipelines, operating models and governance frameworks, as though organisations are engineered machines. But they often behave more like fluids. They flow, resist, swirl, pool, evaporate and sometimes exert pressure in unexpected places.
Water is a useful place to begin because its strength is not obvious.
A hydrogen bond is not a grand, heroic thing. It is not the strong covalent bond holding hydrogen and oxygen together inside the molecule. It is weaker, more temporary, more relational. One water molecule is attracted to another because of polarity: oxygen pulls electrons towards itself, leaving slight charges that allow neighbouring molecules to hold together.
Not permanently. Not rigidly. But enough.
Enough to make water liquid.
Enough to make ice float.
Enough to make life possible.
That is where the leadership metaphor starts to bite.
Because organisations are also held together by weak bonds.
Not the formal hierarchy. Not the job descriptions. Not the project plan. Those things matter, of course, but they are not usually what keeps a group coherent under pressure.
The real holding forces are smaller.
A colleague feels safe enough to say, “I don’t think this is working.”
A project sponsor asks a better question instead of demanding a better RAG rating.
A team notices that everyone has nodded, but nobody has really agreed.
A board pauses over an assumption instead of waving it through as background detail.
A manager hears anxiety as data, not resistance.
None of this looks dramatic. It rarely appears in the highlight report. Nobody writes:
“Schedule: Green.
Budget: Amber.
Trust: evaporating.”
Though perhaps they should.
We keep pretending leadership is a strong-bond activity. The decisive leader. The visible grip. The person who “drives change” with sufficient force that everyone else comes along.
There is a place for strength. Bridges do not stand up because someone created a psychologically safe environment for steel. Social care systems must work on Monday morning. Procurement must be lawful. The payroll must run. I am not arguing for a scented-candle theory of management.
But strength without weak bonds becomes brittle.
That was partly the argument in my “Architecture of Certainty” piece. Certainty has its uses. Sometimes we need the oracle, the algorithm and the rigid line. But when certainty becomes a substitute for relationship, organisations stop being liquid. They freeze.
Or, under enough heat, they become gas.
You can feel this in a team. People still attend meetings. Work still moves. Papers are still written. Decisions are still recorded. But the holding force has gone. Conversations become transactional. Risk becomes performance. Challenge disappears into private chats after the meeting.
That is a methane organisation.
Fast-moving. Low-trust. Low-cohesion. Full of collisions, but not much connection.
Ammonia is more interesting. It has some hydrogen bonding, but not the extraordinary network water has. That might be the organisation with pockets of trust. A good line manager here. A brave analyst there. A project team that works well despite the system around it. Better than methane, certainly, but still fragile when the temperature rises.
Water is different.
Water holds because weak bonds keep forming, breaking and reforming. That is not weakness. That is resilience.
This is where AI enters the picture.
AI is often sold as acceleration: faster answers, faster drafting, faster summarising, faster coding, faster everything. And yes, that matters. I use it. I write with it. I argue with it. Sometimes I treat it like a camera, taking snapshots of possible meaning. Sometimes editing AI output feels more like film editing: selecting, cutting, sequencing, finding the human rhythm inside the machine’s abundance.
But AI also raises a more awkward question.
Does it strengthen the bonds between people, or does it let us bypass them?
If AI helps a team see its assumptions, test its thinking and ask better questions, then it can support the hydrogen bonds. It can give quieter voices another route into the conversation. It can help us notice where certainty has arrived too early.
But if AI simply gives leaders more fluent answers without the discomfort of shared enquiry, it may weaken the very thing that makes organisations intelligent.
We risk creating answers without questions.
That connects to something I keep returning to in my essays. The important human work is not merely producing answers. It is forming the questions worth answering.
A question without an answer can still be alive. It can gather people around it. It can create enquiry, humility and movement.
An answer without a question is different. It can close the room.
This is also why my Prime Directive piece keeps echoing in my mind. In Star Trek, the ethical question is not simply whether intervention works. It is whether intervention damages the agency of the system being helped.
Leadership faces the same problem. AI faces it too.
Do we intervene in a way that helps the organisation think, or in a way that replaces thinking with output?
Good change work is not about pouring a solution over people and hoping it sets. It is about understanding the medium through which change must travel.
That is why I like physical metaphors. They make us less arrogant.
A signal does not travel the same way through every material. Light bends. Sound distorts. Heat diffuses. Radio communication can fail when a spacecraft re-enters through plasma. The medium matters.
In organisations, the medium is trust.
Without trust, messages distort. Change communications become noise. Governance becomes theatre. Consultation becomes choreography. People hear the words, but not the intent.
With trust, even difficult messages can travel.
Not perfectly. Never perfectly. But enough.
As part of my MBA, I used team cognitive mapping through Bougon’s Self-Q method. What fascinated me was that a team could appear to have a direction while individual maps revealed misalignment underneath. From a distance, there was coherence. Up close, the molecular structure was less settled.
That is the real work of leadership.
Not pretending the bonds are stronger than they are.
Not demanding alignment because the strategy slide says so.
Not mistaking silence for agreement.
The work is to create the conditions where weak bonds can form honestly.
That might mean slowing down a decision.
It might mean asking who has not spoken.
It might mean treating anxiety as evidence.
It might mean admitting that the organisation has produced a beautiful answer to a question nobody owns.
And yes, sometimes it means being firm. Water is not vague. It cuts valleys. It lifts ships. It cracks stone when frozen. It carries force precisely because it has structure.
The metaphor is not softness.
It is cohesion.
But you might see a crack in this argument. You might reasonably object that this is simply a weight problem. Water is heavier, so of course it behaves differently.
A fair thought, but chemistry spoils it.
Each of our molecules has a heavier cousin made with deuterium, hydrogen’s slightly bulkier sibling with an extra neutron. Methane becomes CD₄, ammonia becomes ND₃ and water becomes D₂O, heavy water. Suddenly, they all sit at roughly the same molecular weight: about 20.
And yet heavy methane is still basically gas, heavy ammonia still sits awkwardly in the middle and heavy water is still unmistakably water.
So that excuse evaporates rather quickly.
It is not the weight of the molecule that matters. It is the pattern of attraction between all molecules.
Which, unfortunately for management theory, means you cannot simply send in heavier people with bigger job titles and expect the organisation to become liquid. Heavy methane is still methane.
Modern management is obsessed with the visible. Dashboards, frameworks, templates, reporting cycles, delivery confidence, KPIs. All useful. All potentially necessary. But the invisible may decide whether any of it works.
The weak bonds decide whether the organisation can absorb heat without changing state.
That is psychological safety, but not as a slogan. It is psychological safety as physics. Not “be nice to each other,” but “can this system transmit truth under pressure?”
Because once a team cannot tell the truth, the phase change has already begun.
The papers may still say green.
The meetings may still happen.
The plan may still be updated every Friday.
But the organisation is becoming vapour.
And perhaps that is the challenge for leadership in the age of AI: not simply to become faster, sharper or more certain, but to become more coherently human.
To ask whether our tools are helping people think together, or merely helping individuals produce more polished fragments alone.
To notice the weak bonds before they fail.
To understand that what holds us together may not be the strongest thing in the room.
It may be the smallest repeated act of trust.
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