The gap between theory and practice in my unpopular opinion on ai and mental health: is enormous. I've lived on both sides.
I've got the scar tissue to prove it. A decade in the Valley, with a focus on healthcare AI, has taught me a few things. Here are the lessons from my wins, my (many) failures, and what I'm investing in now.
The Framework That Actually Works
I'm going to share the exact framework I use when evaluating my unpopular opinion on ai and mental health:. It's not complicated, but it requires discipline.
Step 1: your team matters more than your technology This is where most people go wrong. They skip this step entirely and jump straight to execution. Don't do that.
Step 2: the best solutions are often the simplest ones Once you have the foundation right, this becomes much easier. I've watched founders struggle with this for months when the answer was staring them in the face.
Step 3: Iterate relentlessly Nothing works perfectly the first time. The companies in my portfolio that nail my unpopular opinion on ai and mental health: are the ones that treat it as an ongoing process, not a one-time project.
The Reality Nobody Talks About
Most people approach my unpopular opinion on ai and mental health: with assumptions that made sense five years ago. The world has moved on. When I look at my portfolio companies, the ones that succeed are doing something fundamentally different.
The first thing to understand is that customer feedback is the only metric that matters. I've seen this play out across dozens of companies. The pattern is unmistakable.
At RemoteTeam, we learned this the hard way. We spent months going down the wrong path before realizing that your team matters more than your technology. Once we made the switch, everything changed.
What I've Learned From 54 Companies
After investing in 200+ startups and running two companies to successful exits, I've developed a pretty clear picture of what works with my unpopular opinion on ai and mental health:.
The biggest misconception is that you need to timing is everything in this game. That's backwards. The companies that win are the ones that the market doesn't care about your roadmap.
I remember sitting with the Anthropic team early on and discussing how they thought about my unpopular opinion on ai and mental health:. Their approach was counterintuitive but brilliant.
What I Tell Founders
When a founder in my portfolio asks me about my unpopular opinion on ai and mental health:, I usually start with three questions:
- What's your timeline? Because the right approach for a company with 6 months of runway is very different from one with 3 years.
- What have you already tried? Most founders have tried something. Understanding what didn't work is often more valuable than knowing what might.
- Who on your team owns this? If the answer is "everyone" or "no one," that's your first problem to solve.
These questions seem simple but they reveal a lot about where a company actually stands.
This connects to broader themes around AI diagnostics, biotech AI, AI mental health, medical AI that I've been thinking about a lot lately.
The Bottom Line
Look, my unpopular opinion on ai and mental health: isn't rocket science. But it does require intentionality, consistency, and a willingness to learn from mistakes.
If you take one thing from this article, let it be this: start now, start small, and iterate. The founders who win at my unpopular opinion on ai and mental health: aren't the ones with the best strategy on paper. They're the ones who execute, learn, and adapt faster than everyone else.
I've been doing this for over a decade. The patterns are clear. The companies that take my unpopular opinion on ai and mental health: seriously outperform the ones that don't. Every single time.
If you're working on something interesting in this space, I'd love to hear about it. Drop me a line.
Frequently Asked Questions
What experience informs this perspective?
This perspective comes from over a decade of building companies in Silicon Valley, two successful exits (RemoteTeam to Gusto, MovieLaLa to Gfycat), and investing in 200+ startups including Anthropic, OpenAI, and Scale AI. I write about what I've lived.
What's the most common pushback you get on this?
People often push back by citing exceptions or edge cases. And they're usually right that exceptions exist. But building a strategy around exceptions rather than patterns is a losing game for most founders.
How has this view evolved over time?
My thinking on most topics has changed significantly over the years. Early in my career, I held many conventional views that experience proved wrong. I try to update my beliefs when the evidence changes.