I spent the first thirty years of my life inside systems that wanted me to stay in my lane. Restrictive religious environment. Institutions that rewarded compliance and punished questions.
I never fit. I questioned everything. Got kicked out regularly. And when I finally left, I had no credentials, no network, and no clear discipline.
What I did have was this strange grab bag of skills that made no sense together: pattern recognition sharpened by years of watching control systems operate, communication training from studying influence and persuasion, investigative instincts from actual undercover work, design thinking from studying product and furniture design and running a custom furniture business.
Nobody would have looked at that and said “ah yes, a career.” In 2024 I discovered I’m autistic with severe PDA (Persistent Demand Avoidance), and suddenly the whole arc made sense. The narrow paths didn’t fail because of discipline. They failed because my nervous system was never built for them. The pattern recognition, the inability to stay in one lane, the compulsion to question every system I encounter. Not personality traits. Neurological architecture.
Turns out this mess of a background was the most valuable combination I could have assembled. I just didn’t have a name for it yet.
So What Is a Generalized Specialist?
It sounds like a contradiction. It’s not.
A Generalized Specialist builds real depth in a central area while deliberately pulling from other disciplines. And I mean real depth, not “I read a book about it once.” The breadth is real too. Actual working knowledge. The trick is that everything you pull in from outside serves the core work. It doesn’t compete with it.
My central area is counter-exploitation. Detecting, mapping, and dismantling systems that extract autonomy from people through trusted relationships and structures that look perfectly legitimate on the surface.
But the reason I can do that work at all is because I’ve built real knowledge in places most people in this space would never go. Persuasion and influence. Behavioral profiling. Systems design. Cultural intelligence from living across nineteen countries. Building software tools, which nobody in counter-exploitation is thinking about yet. Every single one of those makes the core work sharper.
Take any one of them away and the whole thing gets weaker.
Why Specialists Miss Things
Here’s the thing about pure specialists. They’re not dumb. They’re not lazy. But they tend to frame every problem in terms their discipline can solve. That’s just how deep expertise works. You spend years building a toolkit, you reach for that toolkit first.
Systematic exploitation is the clearest example I know. The patterns that people and institutions use to extract value from others don’t announce themselves in any one field’s language.
A lawyer sees the contracts. A psychologist sees the coercion. An economist sees the incentive misalignment. A family advisor sees the relationship strain. None of them sees the whole system. They’re trained to see dysfunction. Predatory design looks different from every angle, and no single discipline holds enough of them.
I’ve watched this play out in family offices where financial advisors couldn’t spot a predatory actor in their own network. The exploitation persisted because nobody in the room had the range to see the full picture. The blind spot isn’t about intelligence. It’s structural. Specialists are contained by the boundaries of their field. The problems that matter most don’t respect those boundaries.
The White Space
When I trained in influence and persuasion in London, I wasn’t planning to combine it with investigative work. When I spent years studying how high-control religious groups maintain loyalty, I wasn’t thinking about corporate culture. When I started building agentic AI systems, I definitely wasn’t connecting it to autonomy restoration.
But each of those ended up being load-bearing. Persuasion training made extraction work possible. Understanding religious control revealed identical patterns in corporate environments. Building AI partnerships showed me that the same autonomy principles apply to how founders relate to their tools.
None of it was planned. All of it was inevitable once the breadth was there.
In Practice
It looks like sitting with a client’s legal problem and realizing it’s actually an exploitation pattern wearing legal clothes. You see it because you’ve studied how control systems disguise themselves inside legitimate structures. And because you see the whole system, you can actually take it apart.
It looks like recognizing that a business’s growth stall has the same structural signature as a cult. You catch it because you’ve been inside both and you know what manufactured dependence looks like regardless of context. Once you name it, the founder can finally see what’s been holding them in place.
You don’t get any of that from inside one discipline. You get all of it once you’ve built the range.
The Autonomy Thread
Everything I work on comes back to the same question: who has control, and is it the right person?
Counter-exploitation restores autonomy to people whose trusted systems have been weaponized against them. Open-source tools restore data autonomy to founders trapped in someone else’s ecosystem. Agentic partnership design restores operational autonomy to people drowning in disconnected tools that each start from zero.
The generalized specialist might correlate to certain personality types. The neurodivergent, the autodidacts, the people who got pushed out of conventional paths and built something stranger and more useful in the margins.
In this age of AI partnerships, it can absolutely be a career strategy too. It just took me way too long to figure that out.
But more than anything, it’s a structural requirement. Autonomy doesn’t live inside one field. Restoring it requires someone willing to work across all of them.
That’s not a philosophical position. It’s the only way any of this actually works.