Founder Fridays No. 204
Business Isn’t One Shape -- AI Didn’t Fix Your Bottleneck --
Happy Friday.
Here’s my July playlist. Enjoy!
Business Isn’t One Shape
Chouinard built a $1.5B outdoor brand while capping growth at “whatever customers ask for” and taking months off each year to climb mountains — and Buffett got rich buying a dying textile mill and using its cash to invest in stocks, not to scale operations. Both prove the “raise money, grow fast, exit” playbook is just one configuration among many, and most founders never question it because it’s the only story they’ve heard — not because it’s the only one that works. This week, write down the actual tradeoffs you’re accepting under your current model (investor pressure, forced growth rate, time away from your life) and ask whether they’re serving your goals or just the template’s. Do this honestly and you’ll either double down on your current path with real conviction, or spot a version of your business — slower, self-funded, differently structured — that actually fits what you want out of your one life. Commoncog (22 minutes)
AI Didn’t Fix Your Bottleneck
Everyone thinks AI solved the hard part of building a company — it didn’t, it just moved the hard part: going from prototype to shipped, learned, and iterated is now the real bottleneck, not making the thing exist in the first place. Most AI-first teams get faster individually but stay stuck, because speed without cross-team communication just produces more unfinished work, not more shipped product. This week, pick one team and map exactly which tasks are done by a person, which by AI, and which need human review — if you can’t draw that map cleanly, you don’t have an AI-native team, you have people with subscriptions. Do this and you’ll stop mistaking activity for progress, and start measuring what actually matters: how fast you move from V1 to V2, not how fast you generated V1. NFX (6 minutes)
Wold Models
Human brains learn a new skill from a handful of tries while frontier AI models need tens of thousands of examples for the same task — and the gap isn’t more data or compute, it’s that humans build an internal model of how the world works and simulate outcomes before acting, while most AI systems just pattern-match from experience. This matters because “world models” — systems that predict what happens next, not just what to do next — are what let something learn fast from little data, which is exactly the bottleneck holding back AI products in messy, real-world domains like robotics and self-driving. If you’re building or buying AI for your product, this week ask your team one question: is this system predicting outcomes, or just mimicking patterns from training data? — because a model that can simulate “what happens if” will need far less data and adapt far faster than one that only knows “what usually comes next.” Get this distinction right and you’ll spend less on data collection, ship AI features that generalize to situations you never trained for, and avoid over-investing in brute-force approaches that plateau exactly where your competitors’ will too. Youtube (36 minutes)
Founder FAQ: What Is The Procedure of Managing A Startup Cap Table?
Most founders treat their cap table like a spreadsheet chore until it's on fire — but the real risk isn't the spreadsheet itself, it's discovering mid-fundraise that an old equity grant was never properly documented. The cap table isn't admin work, it's the single source of truth investors will scrutinize before they wire money, and a clean one signals you run a tight operation while a messy one raises doubt at the worst possible time. Set a calendar reminder right now to migrate off your spreadsheet onto a platform like Carta, Pulley, AngelList, or LTSE Equity two months before you plan to start raising your next round — not two weeks. Do this and you walk into investor conversations with a cap table that's already clean, instead of scrambling to reconstruct option grants while a term sheet clock is running. Westaway (4 minutes)
Startup Funding Guides
I’ve put together a series of guides to equip founders to excel at fundraising. These guides break down the deal term-by-term and give you negotiation tips so that you can speak to investors with confidence.
Convertible Note: Guide / Video
Certainty in an Uncertain World
The startup journey is filled with uncertainty. A fractional General Counsel (GC) provides the certainty of on-call legal expertise. Having an experienced GC gives founders invaluable peace of mind. With a seasoned startup legal expert on demand, founders have a steady guide through uncertain legal terrain. The GC acts as a trusted strategic advisor while handling day-to-day legal tasks. This lifts a huge burden off of startup leaders, allowing them to focus on growth with legal confidence. Rather than getting bogged down in legal details, founders feel empowered delegating tasks to an expert and focusing on their vision. Founders sleep better knowing their GC can swiftly handle any legal issue that arises. If you’re curious how a fractional GC can give you peace of mind, let’s talk.