Mark
328 posts

Mark
@clamepending
Let your Open Source personal AI lab (https://t.co/7txL5kujdz) buy things (https://t.co/W9IdaOJA9l) Soccer Robotics national champion cs189 TA and Researcher @BAIR
San Francisco, CA Katılım Mart 2025
141 Takip Edilen47 Takipçiler

At my first startup, I had 200K users and almost $0 revenue.
At my current startup, we scaled to $1M ARR in 3 months. Here's what changed:
First startup:
- 150K users, almost zero revenue in 3 years
- I thought users = success
- Did everything myself, moved slowly
- Obsessed with the product. Ignored the business
At Rork:
- Built for a problem I personally struggled with for years
- Found the best co-founder @Levan to move faster
- Launched before it was perfect. Charged from day one
- $1M ARR in 3 months after launch
Most founders I know don't fail because they build something bad. They delay monetization, iterate slowly, and by the time they figure it out, the runway is gone.
Don't repeat my mistakes - charge early and ship fast to succeed. That's it.

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7 days until I drive 1,600 miles to San Francisco.
You don’t realize how much of your life lives in a place until you start packing it up.
The chair where I took every Zoom call with my parents.
The desk where I made my first design partner pitch.
The Walmart whiteboard that turned into 8 months of architecture.
Mumbai to Nebraska at 18 was about survival.
This move is different.
SF isn’t a city. It’s a test.
A test of whether the bet on myself was a real bet or just a story I told to feel brave.
7 days.
1,600 miles.
4 founders.
1 house.
0 backup plans.
Let’s go.

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These "complex" diffusion theory stuff is super simple/intuitive once you have the right mental model (like 3blue1brown type thing).
There needs to be a benchmark or measurement of how good agents are at educating humans on complex topics. I think this is super important on alignment and productivity of human-agent systems too
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@TheAhmadOsman @micheltamanda Is there a tutorial or blog post of how to get started? (ideally on a budget)
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@micheltamanda Just for the curious, here is what started my Buy a GPU, The Movement
x.com/TheAhmadOsman/…
Ahmad@TheAhmadOsman
My house has 33 GPUs. > 21x RTX 3090s > 4x RTX 4090s > 4x RTX 5090s > 4x Tenstorrent Blackhole p150a Before AGI arrives: Acquire GPUs. Go into debt if you must. But whatever you do, secure the GPUs.
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Buy GPU's said @TheAhmadOsman, so I did and had no clue what I was doing.
3 months later I have a fully local AI research operation, a solid understanding of AI, and confidence that AI will not take my job.
I ask you, for the sake of humanity: buy a GPU, learn to host your own intelligence.
Thanks to those who I learned from: @steipete , @0xSero , @Teknium , @LottoLabs , @NousResearch , @TheAhmadOsman , and many more I forgot to mention.



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My name is Ahmad and I have a Compute problem

Ahmad@TheAhmadOsman
New Tenstorrent cluster hot from the kitchen > 1TB of VRAM > 3TB DDR5 RAM > 32TB SSD Storage New product, will share more later P.S. Can you find the cat in the picture?
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@Palak3312 starting with a microcontroller is more beginner friendly than an fpga xD
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For a long time, a six pack, athletic body functioned like a social signal of self-command.
It suggested routine, restraint, patience, and goal-orientation.
Now physique becomes increasingly accessible through peptides, surgery, and optimization tools.
It's losing its status symbol.
I wonder what the next “six-pack” will be.
9th Life@_9th_Life_
Reta is pretty fucking amazing tbh
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We're racing to make Skalpel AI the fastest company in history to $1M ARR.
I need engineers. San Francisco. This week.
We're going to break the record. Or die trying. May 15th launch.
The rules:
-in-person interview only.
-no zoom theater.
-you walk into our office.
-we pair on something real for 2 hours.
-same-day decision.
DM me. i'll send the address.
we move tomorrow.
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@justinnguyen damn I have my own wiki but didn't think of the generational thing
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Hi, since a few people have asked.
“Knowledge preservation continuity infrastructure” sounds like word salad I know.
What I am creating and helping users to build is something called a “Stratum” which is a collection of your own personal notes in markdown format just like in Obsidian. In Mithrify, the notes will be will be indexed and placed into categories or domains that make up who you are. Things like your identity, memories, skills, knowledge, interests. Then takes it even further by reading what patterns develop over time such as your decisions, your cognitive thought processes, judgments and behaviors. The more notes you create about yourself, the more detailed your Stratum becomes.
It essentially begins to become your own personal knowledge base “second brain” as others have used. If you read Andrej Kaparthy’s notes on the LLM wiki, it’s basically like that.
I’m going further with that and creating a way for users to transfer their knowledge down to their descendants (your kids, grand kids, so on and so forth) so that they can look back at any of their ancestors Stratum’s to access knowledge and skills that descendants may never have had a chance to learn from directly.
For eg. Let’s say your mother knew how to create a specific dish. She cooks it a certain way, with certain ingredients. She can transfer her knowledge of how she cooked it into a markdown file and have it available to any of her descendants down the line since they can look back at her Stratum.
This preserves knowledge across many generations.
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@ndrewpignanelli At least for research / technical things, you cant not look at the code for the important stuff. Learned the hard way :( Probably fine for non-technical businesses tho!
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