My documentary on the Islamification of Birmingham has been demonetized on YouTube after reaching 600,000 views. So here is the entire video on X.
In the video, I'm told that it's okay to strike your wife if she's disobeying you. I'm told that I would have to leave the grocery store and go to the city center in order to be able to find a white person. I'm told that all women in the UK who cheat should be executed.
Thank you to @elonmusk for commenting on this video and allowing this content to be on X. If it weren't for X I genuinely think the west would have reached the point of no return already.
Anthropic pays $750,000+ a year for engineers who know how to build LLMs from scratch.
Stanford just released the exact lecture that teaches it - 1 hour 44 minutes, free, straight from CS229.
Bookmark and watch it this weekend.
It'll teach you more about how ChatGPT & Claude actually work than most people at top AI companies learn in their entire careers.
geçen hafta claude ile 6 saat dijital ayak izimi sildim.
sonuç: 47 data broker listingi kaldırıldı. 12 ölü hesap silindi. 3 arama sonucu bastırıldı.
nasıl yaptım, adım adım. thread.
Want to become a Claude Certified Architect in just 6 weeks?
Here’s a no-BS roadmap to go from learning → building → certified
Week 1 Foundations
→ Learn the core:
• Claude API
• Model Context Protocol (MCP)
• Claude Code
• Claude 101
Week 2 Build
→ Stop consuming. Start creating:
• Real projects with Claude Code
• Agent SDK + APIs
• MCP integrations
Week 3 Understand the Exam
→ Know the game before you play:
• 6 real-world scenarios
• 5 core domains
• Skills needed for each
Week 4 Practice Like a Pro
→ Build what actually matters:
• Multi-tool AI agents
• Team workflows with Claude Code
• Data pipelines + research agents
Week 5 Test Yourself
→ Take mock exams
→ Target 850+/1000
Week 6 Go Time
→ Attempt the real exam
→ One shot. Make it count.
An Anthropic engineer paid for my espresso at Sightglass when he saw my screen
I was running my Polymarket bot from the counter. He was next in line. Looked over my shoulder. Stopped scrolling.
"That's not a normal trading app. What's it actually running on"
I told him. Claude Code. Four repos. $25 a month.
He sat down without asking.
"I'm on the agent team. We stress test Claude for exactly this. You're letting it find its own edges"
Not just edges. Wallets.
https://t.co/klxt0tuTYF
86 million trades. Every wallet. Every entry. Every exit.
"You're feeding Claude raw wallet data and letting it identify who consistently wins. Then cloning them"
He said it slowly. Like he was writing the threat model in his head.
One prompt. Find every wallet with 100 plus trades and win rate above 70%. Rank by profit. Export top 50.
Claude scanned 14,000 wallets in 4 minutes. Returned 47.
The top 20 made more than the bottom 13,000 combined.
"That's not a stat. That's a hit list"
Exactly.
"And you didn't write the scoring function"
Claude did. I just wired it into an if-statement.
Then I showed him the second repo.
https://t.co/SbyxXxEMbe
Official Rust CLI. No API key for reads. 500 markets, Claude scores them in minutes.
Gap. Depth. Resolution window.
487 markets become 35 before a dollar moves.
93% killed before I even see them.
A green fill landed on the screen. +$84.
Copytrade wallet: https://t.co/tiz27yW5bt
He watched it hit.
"How does it decide to actually enter"
Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 agree, full size. 1 alone, half. Disagree, no trade.
Consensus filter alone killed 40% of losing trades.
"And the exits?"
The 47 whales never hold to settlement. 91% exit early. 73% of max profit captured. Redeploy immediately.
My bot cuts at 85% of expected move or on a 3x volume spike.
"You built a whale copy bot that exits before the whales"
Yeah.
He put his espresso down.
"How often does it trade"
10 a day on average. Most of them skipped before I look up from my coffee.
My setup:
Claude API - $20/mo
VPS in Germany - $5/mo
poly_data - free
polymarket-cli - free
Polymarket/agents - free
$200 seed. 27 days ago. $14,300 now.
Copytrade here: https://t.co/N2byLbLHH9
271 trades. 74% win rate. Sharpe 2.47.
I haven't touched it in 27 days.
He stared at the screen for a long time.
"This is literally what our red team simulates. Except you actually shipped it"
He emailed me the next morning.
"Any chance you'd take a call with our policy lead"
I told him the article is the call. Read it twice.
Too late to gatekeep.
Instead of watching an hour of Netflix, watch this 2-hour Stanford lecture on AI careers. It will teach you more about winning in the AI race than all the AI content you’ve scrolled past this year.