Counterattack starts with controlling probability

During the live broadcast of the confrontation, Li Hao sat quietly in front of the screen, staring at the flow of data in the market.

His fingers tapped lightly on the keyboard, as if he was thinking about something.

Suddenly, his eyes lit up.

"Found it." Li Hao said to himself.

Xu Lei came over and said, "What did you find? Stop keeping us in suspense!"

Li Hao pointed to a set of data on the screen and said, "Look at this order. The matching mechanism that NeuralTrader-1 relies on is very sensitive to high-frequency, small-amount transactions."

"Under the market rules of the United States, the priority of counterparty matching can be locked through the dual advantages of price and time - this is its fatal weakness."

Xu Lei was stunned for a moment: "You mean, we can use market rules to counter it?"

Li Hao nodded. "That's right. We can exploit its rule dependency and trap its algorithm in a self-contradictory endless loop."

Soon, Li Hao's team began to take action.

They dispersed their funds, placed a large number of small orders, and blocked NeuralTrader-1's trading path through precisely calculated price ranges.

“These orders may look like harmless retail trades, but in reality, they slowly devour the liquidity of our counterparties,” Li Hao explained. “NeuralTrader-1’s algorithm prioritizes matching these orders, trapping us in the rhythm we designed.”

Meanwhile, Chen Kai was monitoring the market's real-time changes. "Brother Hao, the robots have already started reacting. They're adding significant positions to hedge, but the results aren't ideal."

Liu Xia laughed nearby: "They don't realize that all the capital flows were planned by us in advance."

NeuralTrader-1's technical team quickly noticed the anomaly.

"Why does our algorithm keep reporting errors?" An engineer frowned as he looked at the monitoring screen.

The technical director looked serious. "It's not an algorithm problem. It's our competitors exploiting the rules to set a trap for us. They're precisely directing our funds."

Blacklock's CEO Michael also received the news: "Immediately adjust the strategy to avoid deep matching of the counterparty."

But it was too late to adjust. The funds deployed by Li Hao's team had already formed a "capital wall" in the market, and no matter how NeuralTrader-1 adjusted, it could not break through.

"Their robots are locked down," Xu Lei shouted excitedly. "Now the market is completely dominated by us!"

As NeuralTrader-1's trading rhythm was disrupted, market volatility began to gradually intensify.

A large number of investors found that the once accurate and precise bionic robot trading strategies suddenly became slow and clumsy.

"Is there something wrong with Blacklock?"

"How could their robot trading make such a low-level mistake?"

"It seems that NeuralTrader-1 is just so-so!"

Public opinion quickly fermented. Many investors' trust in Blacklock began to waver, and some institutional investors even took the opportunity to withdraw their funds.

Blacklock's CEO quickly convened an emergency meeting.

"We must restore market trust," Michael gritted his teeth and said, "Immediately suspend some robot trading to stabilize market sentiment."

However, this decision is undoubtedly a temporary solution.

Suspending trading means giving up some of the market dominance, and this loophole was quickly captured by Li Hao's team.

"Now is our chance," Li Hao said calmly. "While they're adjusting, we can further increase our influence on the market and completely destroy the outside world's trust in NeuralTrader-1."

Sure enough, with a series of actions by Li Hao’s team, the voice in the market became increasingly unfavorable to Blacklock.

"We have temporarily won this confrontation." Liu Xia breathed a sigh of relief.

Despite the temporary victory, Li Hao's expression remained serious.

He knew that Blacklock would not give up.

"They will fight back, and next time, it will definitely be even crazier." Li Hao stood in front of the screen, a cold glint in his eyes. "But rules are always a double-edged sword. As long as they are still within the rules, I am not afraid."

At Blacklock's headquarters, Michael clenched his fists and asked, "Li Hao, do you think you can win like this?"

……

Just as the capital showdown between Li Hao and Blacklock entered a white-hot stage, a suspension order from the U.S. Securities and Exchange Commission (SEC) pressed the pause button on this game that shocked the world.

"Based on the principle of fair competition in the market, the SEC has decided to temporarily suspend NeuralTrader-1's full trading privileges and conduct a detailed review of Li Hao's team's high-frequency trading strategies." This news instantly made headlines in global financial media.

"What's going on?" Chen Kai put down the coffee in his hand and stared at the news report for a few seconds.

Xu Lei immediately turned on the market monitoring: "They actually forcibly suspended some trading tools... This is the first time I've seen this."

Li Hao looked at the announcement on the screen and frowned slightly: "It seems that the regulators have finally taken action."

The SEC chairman said at a press conference: "This game has exposed many hidden dangers in the capital market, especially the rapid application of AI technology, which has exceeded our regulatory capabilities."

"To maintain the healthy development of the market, we will adopt a stricter review mechanism while allowing diversified development to ensure that market order is not disrupted."

These words were undoubtedly addressed to both Li Hao and Blacklock.

Market order must be maintained, and even the most powerful capital cannot cross the red line of the rules.

The decision shocked the market.

"The SEC is really bold. It even stopped Blacklock."

"This fight is really too crazy. If it continues, the entire market will probably collapse."

“It seems that in the future, AI-led market competition will have more restrictions and regulations.”

Investors were buzzing, and the volatility in the capital markets gradually subsided. For a time, the thrilling duel between Li Hao and Blacklock became a hot topic in the financial world, but the battle was forced to extinguish due to strong regulatory intervention.

Faced with the regulatory action, Li Hao did not feel disappointed, but instead smiled.

"Brother Hao, what should we do now?" Liu Xia asked. "They've suspended our trading privileges, and our strategy has been halted as well."

Li Hao smiled faintly: "It's just right, this is an opportunity."

Chen Kai was a little stunned: "Opportunity? Isn't this setting limits for us?"

Li Hao shook his head. "While restrictions are being imposed, they are also drawing a line in the sand. Regulators are halting the market to leave a way out. As long as we abide by the rules and develop in an orderly manner, it may not be a bad thing."

"So what should we do next?" Xu Lei asked.

"We'll continue to refine our technology," Li Hao said with a determined look. "Blacklock is strong, but it's not unbeatable. The market will always need diversification, and what we need to do is take the initiative in this diversification."

At the same time, Blacklock's CEO Michael also made a public statement.

"We support the SEC's decision. Market competition must proceed in an orderly manner. Blacklock will further improve its technology in its future business and work with all market participants to contribute to the stability and prosperity of the global capital market."

But in the internal meeting, Michael's attitude was completely different.

"Li Hao is more difficult to deal with than we imagined," Michael said coldly. "But this suspension is not only a restriction on us, but also on him. Future competition will only become more complicated."

The regulatory intervention temporarily calmed the storm in the market, but it also forced all parties to begin to readjust their strategies.

Li Hao understood that this struggle was far from over.

Standing by the office window, Li Hao said to the team behind him: "Market rules will change, and the competition model will change, but what remains unchanged is our control over the future."

"Next, we must not only win within the rules, but also become the ones who make the rules."

……

Just as the regulators in the United States passed a suspension order to curb the market turmoil, the regulators in China put forward a completely different view during a meeting.

"The essence of the capital market is efficiency and fairness. The rapid development of AI technology is not an obstacle, but an excellent tool to improve efficiency."

A senior official from the Daxia Securities Regulatory Commission expressed his views at the meeting.

"If we can't dance with it, we will be eliminated by it. The full participation of AI is the trend of the future. Rejecting it will only make us lose our advantage in global competition."

This view quickly became the main theme of the meeting, and Daxia began to formulate a new policy:

Vigorously support the application of AI in the capital market and open up a green channel for investment activities using AI technology.

Soon, the Daxia Securities Regulatory Commission issued a statement:

"With the development of AI technology, its role in the capital market is becoming increasingly significant. We will focus on developing the application of AI in the investment field through policy support and regulatory guidance, and provide comprehensive guarantees for technology to empower the capital market."

This statement not only demonstrates Daxia’s open attitude towards AI investment, but also suggests that Daxia’s capital market may become a testing ground for global AI transactions in the future.

As soon as the news was released, an AI craze immediately swept the domestic market.

"Have you seen the CSRC's announcement? AI investment is about to take off!"

"Hasn't New Star Investment been deeply involved in the AI ​​field for a long time? They will definitely be the biggest beneficiaries this time!"

"Hurry, hurry, buy related stocks, the next wave of opportunities is here!"

Sentiment in the capital market was quickly ignited, and funds from all walks of life flocked in.

The stock prices of AI-related companies skyrocketed overnight.

Li Hao, who was far away in the United States, also received the news quickly.

"A green channel for AI investment?" He looked at the news thoughtfully.

Liu Xia handed him the phone and said, "Brother Hao, the domestic market reaction is very intense. The stock prices of AI-related concepts have skyrocketed."

Chen Kai also said in the video conference: "This policy is a great opportunity for us! However, we must also prevent overheating, after all, market sentiment sometimes deviates from fundamentals."

Li Hao nodded and said, "The policy's benefits are obvious, but what we need to do is not only cater to market sentiment, but also take advantage of this opportunity to consolidate our technological advantages and build a solid ecosystem for AI investment."