匚ㄚ匚ㄥ乇
@algorithmicarc
cgo @ ██████ (multi-million $ ARR) while in uni studying something technical | prev. scaled fintech analytics SaaS to +60k users | early 20s.
i am currently seeing more posts about GTP 5.2 from @openai employees than from actual users praising it. damn
everyone talks about pattern recognition and discipline, but the atual edge is that chess trains you to operate in zero-sum games where the other side is literally trying to destroy you. most traders come from environments where cooperation is rewarded while chess players spend…
If only you knew the amount of elite chess players that get recruited by the worlds top funds… hikaru nakamura on his $50M net worth:
grok hallucinates too much to be useful for serious data work. right now, it is gemini for general reasoning and opus for coding hands down. gemini handles complex queries with long context and does not fabricate answers. opus writes production-level code and understands…
Grok doesn’t get enough credit. It’s an amazing model — try it.
hot take: most people would be better off being first employee than founding their own company right away (if you're younger than 20). you get all the learning with a fraction of the risk which becomes the most asymmetric bet you can make early in your career. you get equity…
few understand that prediction markets could accidentally become the highest-yield savings account ever
DOMER: “You can deposit money into a bank account & earn 3.5%. On prediction markets, it’s probably closer to 10% that you can make on RISKLESS stuff” Domer makes the case for parking cash in prediction market “bonds” to get a higher return than you can on traditional interest
this actually applies to a lot of things in life. poker players who win long-term know when to fold by recognizing when their edge is gone and save their chips for better spots. knowing when to stop working on something and try again tomorrow is not quitting is life risk…
if you're young and a grinder, take the offer with the lowest salary and the most equity. for me at least, the math was so fckng simple. asymmetric upside beats linear income every single time when you are young. a safe role at a big company would have paid me well and taught…
we're on it, don't worry
the first fund that takes positions only based on onchain prediction markets will outperform half of trad hedge funds
the em-dash in the post tells me that they will definitely always have at least 1 user
The release of GPT-5.2 will be a crucial turning point. Google is gaining momentum and attracting a growing user base. OpenAI *must* deliver a compelling original release. Their success has generated high expectations for the future and amassed immense debt. Will OpenAI go down…
the social network had a bigger impact on the startup world than the PR departments of @ycombinator, @a16z, and @sequoia combined. that movie created more founders than any accelerator ever could. entire cohorts of technical talent picked startups over finance or consulting…
how to set priorities as a young ambitious person: prioritize company over school when the business is on fire (good or bad), you're closing a deal that matters, or you're about to lose a key person. a missed exam you can retake, a lost cofounder you can't. prioritize school…
agency is literally everything. just be hardworking, be incredibly good in identifying new opportunities (for your own or for the company you work for), already start to exploit them, pitch it to your team once something works. this is actually how i became C-level at a fin…
loyalty in early-stage startups is so underrated. when the first team i've worked with decided to shift focus and eventually started something new (and successful), I could have stayed in my lane and looked for another role. but I had worked with so many great people who were…
only shame if they use it to generate slop and stop thinking on their own.
If your company bans or shames you for using AI, it’s a sign to move on. It’s a sinking ship.
paying way too much money to my tax advisors and it's so fucking worth it. if you have a decent salary, pls don't penny-pinch on tax advice and then wonder why you're getting destroyed at year-end. the difference between mediocre and elite tax planning is exponential. i would…
one thing that saved me from some seriously fucked up situations: a large network... having people you can count on for the serious stuff: - a lawyer who picks up your calls - a good doctor you trust - someone reliable for taxes - contacts in major countries you don't realize…
most consumer founders optimize paid ads and UGC to death. the profitable ones optimize product loops instead. margins reflect which game you are playing. back then, we never paid for a single user, yet we hit +60k users with tens of millions in organic impressions in not time,…
if you're not context maxxing with your LLMs, ngmi i'm out here making gemini roleplay as an ex-eastern european agent who's exploiting the deepest and most urgent needs for lead gen messaging
algebra and ai
with spotify wrapped taking over the timelines again, it's important to remind yourself that music addiction is real and not listening to music while working out/deep work/etc. for a whole month will change your life.
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