Dario Amodei published an essay that I can't stop thinking about. The CEO of Anthropic titled it "The Adolescence of Technology," borrowing from Carl Sagan's Contact: "How did you survive this technological adolescence without destroying yourself?"
His timeline for AI matching human capability across every cognitive task? 1-2 years. His assessment? We're being handed "almost unimaginable power" and it's "deeply unclear whether our social, political, and technological systems possess the maturity to wield it."
That maturity question, how we wield this power, is the conversation marketing leaders aren't having anywhere near enough. As strategist Tom Goodwin wrote earlier today: About 4% of people are thinking about AI WAY too much and about 96% of people are thinking about AI WAY too little.
The Growth Paradox We've Normalised
As businesses scale, the playbook is obvious: automate more, operate leaner, move faster, improve margins. Done well, these strategies deliver sustainable growth. But as they are done by everyone, they become table stakes.
Winning then lives entirely in "the bit" - that small marginal advantage in speed, efficiency, or scale that puts you just beyond the constantly evolving table stakes. The bit is everything.
But there's a cost we rarely account for: closeness to our consumers, or as I prefer to call them, people.
Every step from our brand or business being like a corner store to main street shop to big box retailer to national eCommerce chain moves you further from your consumers. Not from data about them (you're drowning in that) but further from listening to them and understanding them.
CDPs capture the WHAT. Transactions, clicks, cookies. Cold metrics that describe behaviour without revealing motivation. When you were a corner store, you knew the WHY. You had regulars and tourists. Over time, they shared their lives at their pace. You saw who they came with (and when they didn't). You noticed moods. You suggested products and heard how the last one worked. You had human context.
It was still just a fraction of their full spectrum of their extraordinary lives. But it was dramatically higher definition than what's in your CDP.
The price of scale is closeness. And the lack of closeness, over time, risks that scale.
By the time you know you've lost it, it's too late. The rise-and-fall pattern of so many brands follows exactly this arc.
Why Traditional Market Research Doesn't Solve This
Traditional market research can't restore what's been lost, for reasons you already know:
Lack of diversity and representation in panels, surveys and groups (often stacked with 'professional respondents')
Inaccuracy when participants lie (consciously or not)
Speed that's incompatible with decision-making timelines
Point-in-time snapshots you can't revisit or refine
No ability to co-create when you discover something important
You're left optimising for "the bit", whether that be more data, more automation, more distance, while wondering why the products that test well fail in market.
This Is Where Amodei's Adolescence Question Becomes Concrete
Dario warns extensively about AI-enabled propaganda and systematic manipulation at scale. He's right to. But the same technology that could manipulate could also understand.
The question is: what kind of AI future are you building? AI that creates more distance and better manipulation? Or AI that restores the closeness you lost through scale?
This is the maturity test. This is the choice that defines whether we survive our technological adolescence.
Choosing the Human Path
This singular question drives everything we do at Simbioniq.
Our objective is to help brands stay close to consumers' ideas and voices, no matter how large the business or how hard to find the audience. To restore what the corner store had in the WHY, the context, the humanity, at scale.
Using AI to simulate humanity at scale elicits different reactions. Fear, revulsion, cynicism, curiosity. These attitudes change when you see it. When you talk with one of our simulated people (we call them Simbions) or watch them speak with each other, something shifts.
It works because we address two fundamental flaws in synthetic research today (so fundamentally that our approach is patented):
First and foremost: we simulate people as people, not as their consumption.
We simulate people who are "living" in our servers, separate from any client need. When we get a brief, we recruit from our population. We don't synthesize consumers to match specifications like others do.
This makes a profound difference. You're talking to someone with a life, not a persona optimised to your category.
Second: they react with emotion before knowledge, just like humans.
Even when they have information about brands and categories, emotion comes first. And they only access knowledge that's realistic for their psychology, demography, and media behaviours, not everything, like a wrapped-LLM "persona" would.
We call this "Trait-Gated Knowledge Access." It's the other part of our patent. It's why conversations feel real rather than like talking to a very articulate database.
Once we have recruited your Simbions, you can access them in whatever way makes sense for your needs. You can interview them, you can use them as a persistent panel, you can run focus groups with them (moderated by Simbions modelled on the world's best discussion leaders) or just check in with them when you have an idea. All things an ID-graph will not tell you.
The Maturity We Choose
Dario is right that powerful AI arrives in 1-2 years. Claude Opus 4.5 already outperforms every human candidate on Anthropic's engineering interview. Not "comparable to." Better than.
Marketing operates at the same intellectual level as software engineering.
The transformation is coming. The only question is what we transform into.
Do we use AI to become better at manipulation with more targeted propaganda, more sophisticated A/B testing of emotional triggers, more precise exploitation of psychological vulnerabilities?
Or do we use AI to become better at understanding in order to restore the closeness that scale stole, to hear the WHY instead of just tracking the WHAT, to treat people as psychologically complete humans instead of consumption patterns?
This is how we survive our adolescence. Not by rejecting the power of AI, but by choosing to wield it with maturity.
By choosing to use AI to become more human, not less.
The corner store knew something we've forgotten in our pursuit of scale. Simbioniq is our attempt to remember it.
That's the bit that actually matters.
If you're wrestling with how to stay close to your consumers as you scale, or curious about what psychologically complete AI actually means in practice, I'd welcome the conversation. This is exactly what we built Simbioniq to address.
Brandflow is written by Justin Billingsley, who has spent his career on all three sides of the industry's table: senior client, global agency leader, technology founder. First published 28 January 2026 in the Brandflow newsletter on LinkedIn.