Any quantitative strategy is designed by the human brain, so as long as I have a system in my head, there is no problem with manual operation. 

However, the manual execution speed is not as fast as that of computers, and the reaction speed is not as good as computers. Moreover, people 

often change their minds when they see changes in the market, and emotions often dominate transactions.

This is the difference between quantitative and manual trading: stronger execution, objective, rational and emotionless, and able to work 24 hours 

a day. There are many advantages of Tai Chi quantitative trading that you cannot achieve no matter how hard you try. As a complement to manual 

trading, the programmed (quantitative) system is like: a master paired with a sword!

Quantitative trading is a trading method that uses rigorous and complex mathematical or statistical models, with the help of computers, to analyze 

a large amount of historical data, select investment methods with a high probability of returns, and execute them directly by computers. The biggest 

difference between quantitative trading and manual trading is that at the transaction execution level, quantitative trading has strong objectivity, 

but it is designed by humans, so it can also be said to be a trading method with strong subjectivity.

Walnut intelligent quantitative trading platform is an AI intelligent quantitative investment platform based on blockchain technology and combined 

with new technologies such as mobile Internet, artificial intelligence, and big data.

Application scenario: Start automatic trading with one click, no need to watch the market, you can set the investment strategy portfolio function, 

realize multi-strategy hedging, big data analysis, and intelligent ranking recommendation of trading strategies! Walnut's quantitative highlights: 

Fund security, user asset profits are all in the decentralized wallet account, transactions are secure, the entire transaction process can be checked 

on the exchange, rational operation, and strict implementation of strategies to avoid the influence of subjective emotions.

Through in-depth cooperation in five aspects: data, technology, resources, talents, and funds, Walnut is committed to developing high-tech 

quantitative trading systems. It uses original artificial intelligence and the financial market experience of professional traders to create a stable 

and continuously profitable transaction. Strategy. Create a more friendly and stable investment model for retail investors with a unique and 

innovative intelligent trading system and traders' risk control strategies. Artificial intelligence is the future of quantitative investment, making 

investment more efficient and effective. It relies on its strong execution capabilities, top-notch AI algorithms, comprehensive technical analysis 

and scientific investment strategies to protect customer assets. It has advanced quantitative research and development technology to help users 

obtain sustainable, stable and above-average excess returns.

The principle of stable investment strategy, risk control first, and income second makes Walnut the leader in the quantitative trading market.

The financial market is a trading battlefield. It has a trading team with controllable risks and excellent profitability. It uses its huge customer 

base and financial strength to break information barriers for each user, expand cognitive convenience, and help each user realize wealth 

appreciation. and asset appreciation.

In general, the advantage of Walnut AI quantitative trading is mainly that buying and selling digital currencies is no longer decided by human 

subjective judgment, but by quantitative models. Walnut AI quantitative trading is a set of scientific methods, has strict analysis and calculation 

methods, and makes decisions based on data and models. It is a simple low price-earnings ratio investment method.

Walnut AI quantitative platform trading can help us make profits, help us analyze the market rationally, and prevent us from being too passive 

in today's bear market environment. This will help us gather energy so that we can have a big explosion in the next bull market.