
AI Made Building Faster—and Wasting Time Faster
AI accelerates product building, but it also accelerates the cost of avoiding customer validation.
Knowledge path
Validation, venture design, market choices, and the practical work of building a company.

AI accelerates product building, but it also accelerates the cost of avoiding customer validation.

Research challenges the myth of the 22-year-old founder and raises a better question about generational strengths.

Steve Jobs said something that still feels uncomfortable: “All the work I’ve done will be obsolete in a few years.” Coming from the person who shaped the P...

You don’t need ads to hit your first $1M. You need distribution. And one of the most underrated places to build it? Reddit. No budgets. No influencers. No...

Founders keep asking me one thing: “What should I actually read?” 📚 After working with early-stage founders across Europe, one pattern is clear to me: The...

ИИ ускоряет создание продукта, но с той же скоростью увеличивает цену отказа от проверки реального спроса.

Исследования опровергают миф о 22-летнем основателе и заставляют по-новому взглянуть на сильные стороны поколений.

AI made launching startups dramatically easier. And standing out dramatically harder. Because now everyone has: → the same models → the same no-code tools...

Most founders waste money on AI infrastructure way too early. GPUs. Custom stacks. Expensive APIs. “Scalability.” Before they even validated if anyone want...

Most companies are approaching AI automation backwards. They start with tools. Not with problems. So they end up with: 10 dashboards 5 disconnected automat...

We’re about to see a new wave of consulting firms. Not the PowerPoint kind. The “make this actually work” kind. Because everyone talks about deploying AI a...

Something funny is happening to corporate language. SEC filings are starting to sound… identical 😅 Just a reminder: SEC is one of the most influential org...

Strange realization lately. The most risky thing about AI… isn’t hallucination. It’s agreement you make with them 😅 We thought we were building intelligen...

If I had to start again from Day 1 as a founder… I wouldn’t open Figma. I wouldn’t write code. I wouldn’t think about fundraising. I’d start somewhere much...

Top 10 things founders say… and what they actually mean 👇 “We built proprietary AI” → we’re calling an API “We grew 200% last month” → from 3 users to 9 “...

Something subtle just changed in fintech. But it’s bigger than it looks. AI can now move money. The problem? No one really trusts it to. So the biggest pla...

Mark Zuckerberg isn’t just using AI. He’s building an AI agent to help run Meta 😳 And it’s already happening. What it does: – pulls data across a 78,000-p...

Hard to believe this sometimes. Jim Simons built the most successful hedge fund in history… starting at 40. No Google. No cloud. No AI copilots. No “startu...

This might be one of the most important AI shifts this year. And almost no one is talking about it. Google just released TurboQuant. And it changes how AI...

AI just quietly entered one of the oldest industries on Earth. Farming. A New Zealand startup, Halter, is now valued at ~$2B… for putting AI collars on cow...

80% of startups don’t fail because the idea is bad. They fail before they ever get to their first dollar. No traction. No distribution. No clear playbook....

Being a startup founder isn’t that hard. You just need: A good idea. One that solves a real problem. For people who actually care enough to pay. Then you f...

Thinking about moving your startup to the Netherlands? This guide explains how the Dutch Startup Visa really works, what RVO actually evaluates, why promising applications are rejected, and how founders can prepare before investing months into the process.

The next generation of startup investing needs technical judgment, founder proximity and hands-on due diligence.

The highest-ranked unicorn investors are not always playing the same game as early-stage believers.

Every startup logo suddenly looks like it belongs in a 1970s nightclub 🪩 Oh, man, I’m tired of that 😅 Spotify changes its icon into a disco ball for one...

SpaceX just filed for IPO… …and honestly it looks like Elon forgot he builds rockets 😅 I was reading the filing with a nice tea last night and had to doub...

Big signal from the AI world today 👀 Andrej Karpathy just joined Anthropic. For context: – founding member at OpenAI – former Tesla AI lead – one of the m...

Everyone wants to invest in “the AI revolution”. Very few people want to invest in transformers, cooling systems and electricity 😅 And that’s exactly why...

Everyone talks about AI models. Very few understand AI systems. And that distinction is becoming the entire game. Most people still think AI = chatbot. Pro...

99% of people learning AI agents never actually ship one. They watch tutorials. Save threads. Collect frameworks. Build another Notion dashboard. But never...

Most people think learning AI requires: $1,000 courses. Bootcamps. Certificates. Some “AI guru” selling a roadmap. It doesn’t. We’re living through the fir...

When people hear “software engineer,” they still imagine Big Tech. Apps. Product teams. Shipping features. Feels a bit outdated now. AI agents are quietly...

Is this an iPhone killer… or just a very expensive experiment? OpenAI is reportedly working on an AI-first phone 😳 Not just Twitter noise. There are real...

AI isn’t just helping Wall Street anymore, it’s starting to replace it. Apoorva Mehta just launched a hedge fund where the portfolio manager isn’t a person...

Everyone talks about fundraising like it’s step one. Like you need permission before you can build something real. But take a look here please: – Zoho → $1...

The GenAI leaderboard in 2026 looks… unreal. A few years ago, most of these companies were just decks. Now the top 10 alone are worth $1.7T+ combined. And...

Founder burnout is real. And no – you can’t “raise energy” like a round. 😅 Some numbers to ground it: → ~72% of founders report mental health struggles →...

Founders keep asking: “Where do you actually learn how startups work?” 🤔 Not from one book. Not from one mentor. But by consistently following people who...

From “toxic legacy” to $27B deals. Nebius is scaling fast – but to earn trust is a bit different story. Nebius (ex-Yandex N.V.) just signed a $27B AI infra...