Suhail Profile picture
Apr 14, 2021 25 tweets 5 min read Read on X
1/ The first 18 months of a startup:

After starting my 2nd company in 2019, I decided I would write down useful lessons I learned or re-learned along the way. Some were hard-earned & others required steady focus. A thread that I hope may help other founders starting out 👇
2/ Clarifying your plans: the first thing I did was write down a 7-page Elon Musk-style master plan. Write down what problem you plan to solve, how you'll solve it, and why it's important. Then have your smart friends critique it. Let no valid question go unanswered.
3/ End every conversation with an expert about your industry with: "Why do you think I am going to fail?" to lean into brutally understanding what you need to de-risk.
4/ Think of a way to make your users have some skin in the game enough to yell at you to make your product better. Charge or trade for it early on. Waiting for your product to be "good enough" reduces the amount you'll learn each day. The first set of users paid me $20 on Venmo!
5/ Occasionally someone you respect will give you unsolicited advice that may cut you down. First, absorb it. Later, try to put their advice in a way you would've wanted to give yourself. This removes the hurtful part allowing you to hear it in a way you can benefit from.
6/ Rolling out of bed in my pajamas and getting back to work with things precisely as I left them was the most underestimated superpower that brought me joy, focus, and speed—I had forgotten how much goes into getting ready for work.
7/ Learning from users is a practiced skill just like programming. If you don't have experience, make a plan. Start with simple questions, then go deep.

Here was mine going into early customer interviews: Image
8/ Be married to the problem, not the technology. If you're married to technology, you might easily give up due to stress induced by setbacks or boredom. Being married to the problem will motivate you to have the perseverance to continue through hard times or tedious work.
9/ As your relationship with your co-founder changes, there will be times of tension. Confront issues early. Be explicit about how you will divide & conquer. Lean on each other's passions. Don't confuse working style differences with how the company ought to work. Get a coach.
10/ I think startups often take half pivots early on. Mine did. The 1st idea might be wrong but if you stick w/ it a bit longer, you'll often discover a deep problem people care about. All that’s stopping you is if you want to run that company to achieve that particular mission.
11/ Sometimes smart people didn't like my idea. You don't need to persuade everyone! Instead, I used it as an opportunity to understand their opposition & worked hard to see the truth of their opinions. I used it as a moment to strengthen my understanding from a smart critic.
12/ During the first 6 mo of my startup, I largely focused on the eradication of risk: Will people want this? Will people pay? Can this make a profit? Can it scale one day? Will the tech work? All in the pursuit of what will kill me? You just need to know there’s a solution.
13/ If you're worried about something that will cause your inevitable demise, use my patented Threshold of Worry (tm):

1. Set a quantitative value for the worrisome issue.
2. If it's above the value, worry!
3. If it's below the value, focus on the next risk & ignore
14/ Every month I ran my current goals/plans by another founder outside of the company. I found it better to assume my current thinking had a subtle fatal flaw I couldn't see. That will often save you time or make you think differently enough to break out of a local maxima.
15/ Early on, each hire should be a little anti-sold before they join vs only passionately persuaded. Every startup has setbacks, makes mistakes, might pivot, and must overcome unforeseen obstacles. The early team must be sufficiently optimistic & capable of rapid recovery.
16/ Momentum is oxygen for a startup. Without momentum, you let fear, uncertainty, and doubt cause your demise.
17/ When building a startup:

If you have fear, de-risk by talking to users.
If you have uncertainty, build a prototype to rapidly rebuild your conviction.
If you have sudden doubt, sleep. Try again tomorrow.
18/ The first goal I set for our company was narrow: make 10 happy users use our product. A happy user uses it, pays for it, and organically praises it. Focusing on a few wonderfully happy users is a better recipe for great retention. Then go from 10 → 100 → 1K → 10K → 100K.
19/ I was ruthless about ensuring I had as much deep work time as possible. Live somewhere boring. Eliminate meetings. Don't meet investors if you're not raising. Build a rhythm each day that enables the largest chunk of hours to get great work done. Users will notice your pace.
20/ If you're a 2nd-time founder, resist the urge to button everything up. It's a trap that makes you think you're doing meaningful work. The first time around this blissful ignorance helped me focus on what mattered most: making a great product. It's okay for things to be messy
21/ Your company culture doesn't need to be set & written in a handbook on day one. I think culture is best formed organically & needs time to bake with a small team. From there, you can discover what works & what breaks. The values of a company need not be preserved, they evolve
22/ Last but not least: talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users. talk to users.
If you’re interested in joining a startup, we are hiring engineers & designers: notion.so/Mighty-is-hiri…
If you have haven’t read it yet, here’s my thread on what I learned becoming “CEO” over the last 12 years:

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More from @Suhail

Nov 26
1/ A long-term thread on useful blog posts, books, videos, and materials to go beyond the popular early AI courses/videos that exist.

Q: What comes next after you've written GPT-2 from scratch? What is interesting to read about to keep your motivation high?

This 👇
2/ Bonus material from Sebastian's book. Specifically going line by line and understanding how to convert GPT-2 to Llama 3.2:

Learn RoPE, intuition around RMS, SilU, grouped-query to modernize your understanding of LLMs: github.com/rasbt/LLMs-fro…Image
3/ This piece really unlocked my mind to B16: - pretty basic but good to build intuition rather than just use it to solve your nan loss problem because someone told you to.magazine.sebastianraschka.com/p/the-missing-…
Read 8 tweets
Aug 29
1/ I am excited to announce the new Playground: Design graphics like a Pro. You can make T-shirts, Logos, Social Media Posts, and even invent new kinds of memes.

Powered by our next image foundation model Playground v3 (beta).

Go to playground.\com. No wait list.
2/ You can make amazing designs using Playground with graphical text generation to express yourself: Image
3/ Use Playground to make edits to images by just asking. We made a template library so you always start with a great image.

Talk to it like a graphics designer to make changes:
Read 9 tweets
Jun 10
I am an old man now after two platform waves but what Apple did today was communicate:

"Hi guys, we made native integration points to make all you all AI model makers compete for our 1B-user scale. Of course, we'll show YOU some ideas first. Game on."

It is literally the best thing that could happen.
If you are behind on AI, you make everyone make the best experiences (if AI matters) to compete with each other and build the normal platform advantages you already have.

AI AppStore is providing 100s of integration points to use "AI" right when you need to.
Like browsers, you will be able to set your "default" model whether that's ChatGPT, Gemini, or a future image model like Playground :)
Read 5 tweets
Oct 29, 2023
If I was a young or a college student in need of a little income per month, now is a brief window of opportunity where you can make really easy apps dedicated to solving one problem using ChatGPT in a single step where many back and forth chats are required. Make the UI visual.
Sometimes a few thousand dollars per month can empower you to think more ambitiously and the product building itself will teach you a lot about how to make things people want.
Oops typo. I thought Twitter had an edit button but I can't find it :(
Read 4 tweets
Jun 28, 2023
1/ Introducing Playground with Mixed Image Editing.

A new way to combine real and synthetic images to create stunning works of art & photorealistic images bound only by your imagination.

Try now: https://t.co/GCFAonRjgpplaygroundai.com
2/ Playground now features a powerful collaborative Canvas editor to layer multiple edits on top of each other.

This goes beyond text-to-image giving you more control to make fine grained changes.
3/ Combine multiple elements to make an amazing image with more fine-grained control:
- Cut out a bear
- Add a bear into a forest background
- Get its edge + depth masks
- Add a balloon
- Draw a basic arm holding the balloon

Multi-layer Mixed Image Editing in action:
Read 7 tweets
Apr 5, 2023
If you're strong at Python, TypeScript, and have been learning a lot of ML fundamentals but still ramping up, you may consider joining us to do Applied AI where you help prototype products at the intersection.

A great way to ship real things and be forced to learn ML basics.
Happy to take some part-timers in between things.
Must be willing to work 120 hours a week
Read 4 tweets

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