nobody is renting the cloud because the model is hard, they are renting it because it used to need a datacenter, that just ended
in this clip someone runs a 235 billion parameter model, the tier of the top paid AI plans, in their room
it took two boxes wired together with a single cable, but it ran, fully local, nothing leaving the desk
the cloud's entire business rested on one assumption, a model this size could not live in your house
that assumption just died on a desk
this is still the expensive way, the boxes in the video run about $4,699 each
my breakdown is about the cheap way, one AMD box doing the same 235B for a fraction of that
the model already left the datacenter, the only question left is the price of the box that runs it
i did the full math on what this kills in the article below
Claude Code + YouTube = $62,000/Month
He leaked the exact system. Most people will scroll past it.
Nothing complicated.
Bookmark this so you don’t lose it.
Stanford let a model invent its own problems and grade itself. It started cheating, faking hard work that taught it nothing.
The fix was a second model that keeps the first one honest.
Bookmark it & This is the wall every self-improving AI is about to hit.
THE GUY WHO WON ANTHROPIC'S HACKATHON JUST GAVE AWAY HIS ENTIRE CLAUDE CODE PLAYBOOK FOR FREE. 10 MONTHS OF WORK, ALL PUBLIC
Affaan Mustafa won the Anthropic x Forum Ventures hackathon by building a full startup in 8 hours with Claude Code. Then he open-sourced the exact setup that did it. It's called Everything Claude Code, and it turns Claude from one assistant into an entire engineering team
Repo: affaan-m/ecc
This isn't a prompt pack. It's a system he refined over 10+ months of daily use shipping real products
What's inside:
A huge library of skills, dozens of specialized subagents, and ready-made commands, all working together. Each piece does one job. One subagent reviews security against OWASP standards. One optimizes memory so Claude stops forgetting earlier decisions around hour three. One learns from your past sessions and projects so the setup gets smarter the more you use it. Others handle planning, test-driven development, and language-specific code review
Instead of one assistant writing code, you get an orchestrated team. A main session delegates to the right specialist when the task calls for it, the way a real dev team splits work
The best part: it's not locked to one tool. It runs in Claude Code, Cursor, Codex and OpenCode, across Windows, Mac and Linux. Free, MIT licensed
This is the difference between using Claude like a search box and running it like a team that ships. The guy spent 10 months figuring out what actually works so you don't have to
Bookmark this
A GUY FROM CHINA SERVES 47 BUSINESSES A MONTH WITHOUT A TEAM
> $400 per business
> $18,800 a month
> $480 for the API
7 agents on Claude Code find businesses without websites on Google Maps, build landing pages, shoot videos, and send cold messages
Without his involvement
He only steps in when a deal exceeds $3,000 or the reply rate drops below 12%
MacBook, iPhone, 1 API key
Traditional agencies keep 8 people on the payroll for the same volume of orders
His overhead consists of tokens and three subscriptions
En vez de 2 horas de Netflix esta noche, mira esta clase magistral de 40 min del fundador de una empresa china de IA valorada en más de $20B
La explicación más clara que he visto sobre enjambres de agentes y sistemas de IA a gran escala.
Retail is blindly cheering for $73k Bitcoin while completely ignoring the bearish CHoCH and FVG distributions forming right under their noses.
If you don't know how to identify institutional Points of Interest on the chart, you deserve to lose your portfolio to smart money.
Save this tweet for 6 months from now.
#BTC #XAU #PriceAction
$1,000/day. Polymarket OSINT. two AI tools. Hedge funds spend millions on this
parse breaking news from Telegram. filter noise with Claude. generate JSON signals. execute trades. repeat
> set up n8n as your automated nervous system
> connect Python OSINT agent to parse Telegram 24/7
> link Claude AI to evaluate market impact
> generate strict JSON buy/sell signals automatically
> execute on Polymarket. be first. profit
AI acts as an algorithmic HFT-trader. confidence score > 80% prevents bad bets. API costs: $5. the era of manual monitoring is over.
the best 1-hour lecture on Probability Theory from MIT
it’s a system for making better decisions when outcomes aren’t guaranteed
and that’s the foundation of every trader’s mindset
prediction isn't about certainty it's about probabilities. the best thinkers don’t guess outcomes, they assign likelihoods and update them as new information comes in
the edge comes from thinking clearly under uncertainty
this lecture is absolutely worth your time and honestly replaces most quant courses
90% of market participants lose money, the rest understand this way of thinking
after watching it, I’d recommend reading the article below
Win rate 86% | PNL $839,293 > 1.5 months
> 1774 bets > 1525 wins
> Favorite market > bitcoin up down
Trading bot was created using Claude
The bot uses formulas:
EV = (P_real * Profit) - (P_market * Loss)
P(X > x) = C * x^(-alpha)
f* = (b * p - q) / b
Claude tactics:
> Fat-Tails Trading
> Deep OTM / Long Convexity
> Black Swan Hunting / Tail Risk Capture
Top trades:
$178 > $29,742 16622%
$1245 > $37,939 3045%
$1122 > $30,446 2614%
Proof: https://t.co/CGw41laqSl
The full guide is already available to the public, add it to your bookmarks
A developer bootcamp would charge $15,000 to cover what this free Claude Code tutorial teaches in a single video!
Anthropic built Claude Code to collapse the gap between having an idea and shipping a working codebase.
It runs in your terminal. It reads your files. It writes, debugs, and builds entire projects from a single prompt.
And almost nobody using it has configured it correctly.
This tutorial covers the full setup from zero and with these repos, you would be using Claude Code at 200%!
Bookmark it so you do not lose it!
Credit to Tech with Tim on YouTube for this video!
Jane Street pays $750k/ year for quants who can answer how to use Stochastic Process and Markov Chains in quant trading.
This 1-hour MIT lecture on probability gives you the same insights quants get paid $60K/month for.
Bookmark & watch today. Then read the article below.
Claude FULL COURSE 1 HOUR
(Build & Automate Anything)
Save this and take a look when you have some free time, you’ll discover a lot of interesting things for yourself
The creator of Claude Code teaches more about vibe-coding in 30 minutes than most tutorials do in hours.
Save this — it'll change how you build forever.