This video captures David's candid conversation filmed at a fjord in Norway in November 2025. He warns about the harsh reality that every job is at risk of being replaced by AI, the shifting business models, and the approaching age of the "singularity." At the same time, he offers concrete, practical advice on how to prepare for the remaining decade (2025–2035) and what opportunities to seize through local AI models and mastering the fundamentals.
1. Nobody Is Safe: Collapsing Jobs and Business Models
The video opens with a brutally honest assessment. Whether you're a plumber, content creator, or truck driver — no job is safe from AI's advancement. David himself confesses that on a recent flight, he listened to a summary generated by NotebookLM instead of a podcast and felt the crisis: "This could replace my education content business too."
He specifically points out that the traditional SaaS (Software as a Service) business model is in serious jeopardy. In the past, once you built software, margins approached 98% as users grew — a golden goose. But now, AI model API costs (token fees) cause expenses to increase linearly with users, destroying margins. On top of that, whenever a startup does something well, giant AI labs like OpenAI or Anthropic quickly release similar features.
Whatever job we have, whatever business we run, we need to think deeply about how the next few years will change things. Change is already coming, and nothing is clear or certain. We must rethink everything from first principles.
2. The Learning Speed Revolution and the Accelerating Singularity
But the situation isn't entirely bleak. This is also an era where anything is possible. With tools like NotebookLM and Deep Research, plus AI models with reasoning capabilities (GPT-5, Gemini, etc.), you can learn any concept 10x faster than before. Coding has become possible with just natural language (English).
David says we're currently passing through the singularity. It's not arriving one morning with a sudden "Wow, today is AGI day!" — it's a process where new models and technologies pour out weekly, compounding and accelerating.
If you're someone who just watches AI from the sidelines, the next 10 years are going to be really tough. But if you're constantly learning, improving, and taking action, you have nothing to worry about. In fact, the very fact that you're worried is proof that you're constantly scanning for risks and opportunities.
3. 2025–2035: Humanity's "Last Decade" and the Importance of Local Models
David calls the period from now to 2035 "The Last Decade." After this, humanoid robots could replace police work, and governments and mega-corporations could achieve complete centralized control through AI. You can appeal to a human officer's emotions — that won't work with a robot.
This is why he emphasizes the importance of open-source AI and local models. If AGI is controlled by a handful of giant corporations (e.g., Sam Altman's OpenAI), the moment they cut your AI access, you completely lose competitiveness. He advises learning to run AI locally through tools like Ollama and LM Studio.
AGI must be open-source. If it's not, someone like Sam Altman will decide whether you get access to AGI or not. (...) Just as you can't compete today without internet and electricity, once AGI arrives, the gap will be tens of times larger.
4. The Case for Excellence and Societal Regression
The conversation turns to how society treats risk-taking innovators. Despite Elon Musk's efforts to take humanity to Mars, develop Neuralink, and save millions of lives with autonomous driving, society criticizes and tries to suppress them through taxes.
David argues we should encourage those who undertake great challenges, as the ancient Greeks and Romans did. While technology has advanced dramatically over the past 80 years, social systems and collective consciousness have actually regressed.
Let Elon Musk cook. Let him take us to Mars, develop Grok, build Neuralink. (...) Autonomous driving will save countless lives. You can't put a price on that.
5. The Broken Job Market and the Absence of Fundamentals
The 2025 job market is caught in a strange paradox. Unemployment is high and even prestigious university graduates struggle to find work, yet companies can't find "usable talent" and face hiring shortages. David says the reason isn't a lack of specialized knowledge but rather the absence of fundamentals.
People who show up on time, put in consistent effort, and have the attitude to learn quickly are incredibly rare. Since the AI field is so young that 10-year veterans don't exist, people with great attitudes and curiosity will ultimately win.
Some people show up to interviews without even a proper shirt on. People are really lazy. Just show up on time, be reliable, take initiative, and learn fast. If you can do that, I'll hire you on the spot.
6. Specific Action Steps: What Should You Do?
So what exactly should we do in this chaotic time? David offers these practical tips:
1) Take a Think Week
Pause your routine and spend 3–4 days in nature. Ask yourself fundamental questions like "Is my job safe?" and "Am I in the right industry?" Change is painful, but choosing to change now is less painful than being forcibly replaced later.
2) Use Paid AI Models
Don't settle for free versions. Subscribe to the latest paid models like GPT-5, Gemini 3.0 Pro, and Claude. A $20/month investment makes an enormous difference.
3) The 80/20 Rule: Focus on Fundamentals
Build a habit of trying 1–2 new AI tools each week. And learn just the basics of coding, like Python. Invest about 20 hours to understand what variables and functions are, and you'll be much better at leveraging AI-generated code.
4) Obsess Over Details and Never Be Satisfied
Obsess over small details like Steve Jobs and Elon Musk. Don't pop the champagne too early over small wins. Victory is just a stepping stone to the next victory. Maintain the attitude of "Always happy, but never satisfied."
If you can describe something in words or writing, AI tools will bring that vision to life. All you need is vision. The future belongs to those who are most adaptable and work the hardest.
Conclusion: Now Is the Opportunity
The video closes with hints that David and his team are preparing a massive project for the "New Society" community from a remote location in Norway. He emphasizes that now is the best time in history for individuals to build something big. You can set up a company in a day with Stripe Atlas and start a software company without knowing how to code.
Will you stand still, paralyzed by fear — or ride this massive wave and seize new opportunities? The choice is yours.