Developer Leverages GPT4 and Claude @AnthropicAI to Build Self-Evolving Quantitative System, First Strategy Yields 23% Annualized Returns
A developer successfully built a self-evolving quantitative trading system after two all-nighters of work. During development, calling GPT4 cost approximately $500, and using Anthropic @AnthropicAI's Claude model also cost $500. Backtesting of the first dynamic strategy generated through system iteration shows annualized returns of 23% with a maximum drawdown of 17%.

📢 Gate Square Creator Leaderboard Challenge is now in full swing!
Post content and win rewards, sharing a total prize pool of 1,500 USDT 🔥
Whether you're a veteran or a newcomer, as long as you're willing to share your insights, there's a stage for you here.
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$DUSK till dawn, that candle surge kept the darkness at bay

No way we have Cented deploys going to 1M in the big 2026🥀

$SIREN If you've got the guts, come expose it.

$USDT.D very good indicator, good times will come very soon.

#CreatorLeaderboard
GateSquare — A Community Space for Creators and Discussions
Introduction
In the fast-growing world of digital platforms, communities play an important role in sharing knowledge, ideas, and experiences. Gate.io introduced GateSquare as a space where users can connect, discuss topics, and create valuable content for the community.
GateSquare is designed to be more than just a posting platform. It works as a content and discussion hub where creators, readers, and community members can interact, exchange insights, and stay informed about developments in technology and digital

#Gate13周年全球庆典
Celebrating 13 Years of Gate: Innovation, Trust, and Global Leadership
This year marks a remarkable milestone — Gate’s 13th anniversary, a journey defined by innovation, resilience, and a relentless commitment to our global trading community. From humble beginnings to becoming one of the world’s leading digital asset platforms, Gate has continually raised the bar in trading, compliance, and technology.
At the core of Gate’s success is trust and reliability. With world-leading spot and derivatives trading volumes and an exceptional 125% reserve ratio, Gate ensures a secure and tr

$BTC reclaiming $70K and pushing into the $72K–$82K gap looks strong, but I’m not calling it a full structural shift yet.
Supply in Profit is only back near 60%. For me, real bull confirmation comes if it pushes toward 75%.
Until then, this still looks more like a bear market recovery rally than a clean breakout.

Student Real Account Feedback: Official Account - Junhao Observing Coins
I sincerely thank the student for their unwavering trust among numerous choices. In just a few days, we transformed a position of more than 20,000 into gains exceeding 60,000. This trust is far more precious than the trading results themselves. During trading, we inevitably encountered volatility and drawdowns, and experienced temporary losses and mindset adjustments. Fortunately, we consistently adhered to the strategy and maintained strict execution, ultimately delivering on expectations and fulfilling the promised outc

Why Protocol Design Matters: Understanding Risk Before You Provide Liquidity
In DeFi, most people focus on rewards APR, farming incentives, and potential returns.
But one of the most important factors is often ignored:
how the protocol itself is built.
Before providing liquidity or using any strategy, it’s critical to understand the structure behind it. Because in DeFi, your risk is not just market risk it’s also protocol risk.
This is where STONfi takes a distinct approach.
Most of its core smart contracts are immutable, meaning once they are deployed, they cannot be changed. No hidden update

#SECApprovesNasdaqTokenizedSecuritiesTrading
The DNA of Finance Is Changing: Wall Street Moves On-Chain
The year 2026 is shaping up to be a quiet yet revolutionary turning point in financial history. The approval granted by the U.S. Securities and Exchange Commission to Nasdaq is not just a technical development — it is the official declaration of the convergence between traditional finance (TradFi) and crypto infrastructure.
The question is no longer:
“Crypto or stock markets?”
The real question now is:
How can the same asset trade seamlessly across two worlds at once?
Tokenization: The New

#PI That's it, sell when it goes up, buy when it goes down.

Will Bitcoin Still Have a 4-Year Cycle?

Actually, when $Siren first came out, I bought a lot of it.
If I hold it until now, of course it's impossible to hold on.
It's already up more than 40x from the bottom.
Word is that the Wenzhou big shots have taken over.
Now the funding rate is -2.
Just waiting to see when the big short army will stop their losses or get liquidated.
Don't chase longs or shorts here, the volatility is too high.

Over the weekend, Bitcoin went on another move, dropping further to lows around 2050. This actually presents a good buying opportunity at support levels. For those willing to take bold positions, this is the time to enter. We'll wait for the market open this morning—if we see further downside, we'll need to look for positions at the daily chart bottom. The overall direction remains consistent with our previous outlook.
Technical Structure: Worth noting is that while price has been declining, mainstream funding rates have turned negative across the board, with a clear short-dominated structure.

Happy Sunday!
A day well spent!

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