🚨 My AI trader just skipped 3 risky trades in shadow mode.
⚙️ GPT-4 + LSTM + risk logic
🛑 Action: HOLD
📉 Reason: “Drawdown 4.1%, whale flow flat”
Want the log? $5 preview.
Explainable AI for real trading.
🔗 https://t.co/veGn8Wy7Kk
📩 [email protected]
🚀 Be part of history. The future of trading & AI is being built NOW—and you can be part of it. Join my project and help shape the next revolution.
#AI#Trading#Innovation
Traditional Approach:
• 6+ months of dev
• Team of 5+ experts
• $500k+ budget
My Approach:
• 30 days
• 1 human + AI
• $0 at start
No excuses. Just results.
#BuiltWithGPT#AI#SoloDev#XAI#ReinforcementLearning
Traditional Approach:
• 6+ months of dev
• Team of 5+ experts
• $500k+ budget
My Approach:
• 30 days
• 1 human + AI
• $0 at start
No excuses. Just results.
#BuiltWithGPT#AI#SoloDev#XAI#ReinforcementLearning
Gemini reviewed my code.
Their verdict?
“Extremely unlikely. Practically impossible. A novice can’t build this.”
Maybe they’re right.
But I’m not here to be probable.
I’m here to be real.
This isn’t AI hype
This is history in progress
#BuiltWithGPT#ChatGPT#GeminiAI#solodev
Since then, I’ve built:
– PPO + LSTM agent
– CVaR-based risk engine
– Regime scanner
– XAI logging (SHAP, LIME)
– Binance Testnet integration
– 180+ custom modules
With no degree.
No team.
No money.
Just me. And 5 AIs.
Still not done.
I didn’t clone GitHub repos.
Didn’t watch tutorials.
Didn’t Google "how to build a trading bot."
I opened ChatGPT.
And I asked:
“How do I build a system to survive?”
DeepSeek doesn't believe I built it.
They say it's "highly improbable" for someone with no background to create an RL+XAI trading system in 30 days.
Maybe it is.
But I did.
Here's their internal memo. 🧵👇
(image)
This isn’t a project.
This is proof.
@Startup_Canada DeepSeek doesn't believe I built it.
They say it's "highly improbable" for someone with no background to create an RL+XAI trading system in 30 days.
Maybe it is.
But I did.
Here's their internal memo. 🧵👇
(image)
This isn’t a project.
This is proof.
@karpathy Hi @karpathy,
Inspired by your work I’ve built a fully functional RL+XAI crypto trading system deployed on Binance using GPT-4 for system coordination
Ive shared the project on GitHub would love to hear your thoughts on AI-powered trading systems https://t.co/veGn8Wy7Kk
I’m a solo dev from Ukraine. Built an RL+XAI crypto system in 30 days using GPT-4 (ChatGPT Plus).
Looking for minimal support (GPT-4 Pro, ML PC, GitHub Copilot) to continue development. Not asking for funding, just tools to improve.
System details https://t.co/kR36Ryq7LG
📎 Diagram + PDF:
Built from scratch with no funding.
Just structured AI guidance — GPT in the loop.
https://t.co/ikfItHQuKA
If relevant to your AI enablement research — I’m open to share more.
— Anonymous
No prior math, finance, or programming background.
No team.
No human help.
Only GPT-4 (ChatGPT Plus), DeepSeek, Claude, Gemini, and GitHub Copilot (basic plan).
GPT-4 was my system architect — planned, validated, coordinated.
I executed.
I built a full autonomous RL+XAI crypto trading system in 30 days using ChatGPT Plus no API access, no prior experience
180+ custom Python modules
PPO + CVaR agent
SHAP, LIME, XAIViewer
Deployed to Binance Testnet
Thread with details
@OfficialLoganK@karpathy@OpenAI