Preface.

These past few days seem unsuitable for me to celebrate the holiday 🤣 (Still wishing all the teachers who come across this article happiness every day and longevity). During these days out, I could see many beautifully dressed girls and exquisitely dressed boys. I knew I shouldn't go out like this and instead stayed home to write articles for Binance Square's 26th essay project.

#SIREN的星辰大海 I was originally thinking about going out to have fun with friends, but every time I reach out, it's either this girlfriend or that one 🤣, and I feel a bit like a clown 🤡.

Where the dream begins.

I first encountered SIREN a long time ago; there was a blogger I followed for a while who shouted signals, and I also bought a bit. I thought about doubling or making some profit and then running away. The result was good; I doubled and ran away 🤣. It was like love at first sight; just seeing it once made me taste the sweetness, and even after leaving, I couldn't help but look back at it.

Second encounter.

The next time I encountered him, he was already on the alpha voting spot for the spot market. At that moment, I realized the gap between us had widened; I used to look at her from the same level, but now I have to look up to her, seemingly only able to admire her. How strange it is! When I first met, I thought he was an ordinary but slightly outstanding token; I didn’t expect him to be so remarkable. He stood out among many excellent competitors and finally achieved excellent results. And I could only cast that insignificant vote for her.

After voting, I remember she said: I will not disappoint every supporter of mine, and she has also broken through her new value high. This has made us fans even more enthusiastic. Although many platforms have allowed her to take the stage due to her excellence, the outcome has not been so beautiful. Ultimately, we lost to capital, and she seems to have faded from our view after some meeting.

Third encounter.

I originally thought we would part ways here, but that's not the case; my insight was too shallow, and I underestimated her. She did not choose to give up but is instead persevering and preparing to make a remarkable breakthrough. Yes, she is accumulating strength, ready to surprise everyone. She said, 'I once said I would not disappoint anyone who supports me.' She gradually faded from view, wanting to lower her profile to reach those fans who haven't kept up and to filter out those with weak willpower; perhaps I am one of the latter. Today's glory has returned. Every day excites us, each brings new breakthroughs; if a fan falls behind, she will slow down and tell us, 'Don't worry, I will wait for you slowly.' I also asked her, aren't you afraid of failing after fading from view? She said, 'I owe it to every fan who supports me. Even if I fail, they can still believe in me and encourage me. I am confident that I will break new heights in the near future and hope to let more people see us.' Currently, we have been recognized by talent scout Palu and supported through an incentive program.

Let me introduce her to everyone.

SIREN is a meme coin launched on Four.Meme. The project draws inspiration from the legendary Sirens of Greek mythology (the enchanting beings in Homer's epic Odyssey, whose heavenly voices are both captivating and filled with warnings), incorporating the dual nature of the Sirens into an innovative crypto experience.

SIREN: A practical new star deeply integrated with AI and blockchain.

Among numerous projects claiming 'AI + blockchain,' SIREN's positioning is particularly clear — not playing with illusions, but doing 'useful' things. It has built a complete on-chain AI investment assistance system, integrating data analysis, trend prediction, and automated execution, aiming to provide users with truly practical intelligent investment tools.

One, three core modules build an intelligent trading closed loop.
SIREN's underlying structure consists of three key systems:

1. Data collection module:

SIREN captures real-time liquidity changes from DEXs like Uniswap, dynamics of on-chain large holders, and community discussion heat from X (formerly Twitter) and Telegram, combining it with centralized exchange order book data to ultimately build a structured information database, breaking down the data barriers between on-chain and off-chain.

2. Intelligent analysis driven by dual models:

• Trend prediction (based on LSTM): Analyze historical price and behavior data using long short-term memory network models to capture potential market turning points.

• Risk assessment (based on Graph Neural Networks GNN): Real-time tracking of key wallet addresses and capital flow, identifying abnormal trading behaviors, and alerting potential manipulation risks.

3. On-chain execution system:

Analysis results will trigger the automatic execution of on-chain smart contracts, with the entire operation process being traceable and tamper-proof. For example, the AI automatic coin selection feature launched in March 2025 has currently exceeded 100,000 daily calls, and its practical application effects have gained market recognition.

Two, backed by Binance, ecological synergy releases potential.

Implementing AI model landing on the BNB Chain is not unusual, but there are not many projects that can quickly build ecological closed loops. SIREN has taken the path of ecological synergy through multiple supports provided by Binance.

• Backed by the Alpha program:

As one of the few AI projects selected by Binance Alpha on the BNB Chain, SIREN has gained platform resources and exposure advantages. Just in a trading competition in February 2025, the daily trading volume of $SIREN soared to $13.16 million, accounting for nearly one-fifth of the total trading volume on the BNB Chain.

• Liquidity protection:

The BNB Chain Foundation has provided $200,000 for liquidity construction, and the current pool depth of $SIREN/$BNB on PancakeSwap has exceeded $8 million, with trading slippage remaining stable within 0.5%, providing users with a smooth trading experience.

• Wallet-level integration:

The SirenAI tool has integrated with the Binance Web3 wallet, allowing users to complete market analysis, strategy execution, and trading decisions within the wallet without switching platforms, achieving integrated operation. According to official data, since March, over 50,000 users have accessed SirenAI through the wallet.

Three, dual growth of users and market value.

From market feedback, SIREN not only has product landing capabilities but also sees simultaneous growth in market value and user scale:

• Market value performance is impressive:

In May 2025, the market value of $SIREN surpassed $100 million, five times that of the early low. The continued support from institutions like DWF Labs and the BNB Chain Foundation has also injected more confidence into it.

• User base continues to expand:

Currently, over 80,000 users are using the SirenAI tool, generating more than 20,000 analysis reports daily. Its main use scenarios include:

• Analyze the on-chain activity and trends of meme coins (like $PEPE);

• Track over 200 crypto KOL holdings, intelligently generate buy and sell signals;

• Achieve one-stop operations from AI analysis to on-chain trading, lowering operational thresholds.

It is worth mentioning that SirenAI will soon launch the 'AI Trader' feature, supporting users to customize strategies (such as grid, take profit, stop loss, etc.), further enhancing product stickiness.

Fourth, in the face of competition, SIREN's choice is to speed up the run.

As AI projects continue to emerge on the BSC chain, such as AGIX, $AI, and other newcomers, capturing the market through low fees, SIREN is also facing increasing challenges.

However, the team's response has been very positive. From model optimization to user experience enhancement, to continuously expanding cooperation boundaries, SIREN is maintaining its lead with tangible actions.

Five, future plans: Explore more possibilities of AI + trading.

According to the latest roadmap, SIREN has many milestone plans ahead:

• Q3 2025: Launch the 'AI Trader' automation strategy system, targeting a user base of 150,000;

• Q4 2025: Layout VR scenarios to achieve a 3D visual trading interface and capital flow heatmap.

• Q1 2026: Open API to developers, encouraging the building of derivative tools based on SirenAI, such as NFT pricing models, DeFi yield aggregation platforms, etc.

As these functions gradually roll out, SIREN is expected to upgrade from an analytical tool to the infrastructure for on-chain intelligent trading, with a market value reaching $500 million being a realistic goal.

Conclusion: Handing the complex world over to simple tools.

The value of SIREN lies in its organic combination of AI's judgment capabilities with blockchain's trust mechanism, providing a smarter and more trustworthy investment assistant for the crypto world. Through comprehensive empowerment from the Binance ecosystem, it not only proves the feasibility of technology but also gradually moves towards user-scale application.

With nearly 100,000 calls per day, it means that it is not a 'concept' but a 'reality that is happening.' In the future, we may see more users, more scenarios, and more collaborations, truly pushing the possibilities of AI + Web3 to greater heights.

If you also have thoughts and observations about $SIREN, feel free to join the Binance Square essay activity, share your views, and let more people see the true power of AI in the Web3 world. — Execution is the strongest Alpha!@SirenAI