Counterattack starts with controlling probability

"Brother Hao, are you really sure you want to do this?" Liu Xia held the phone tightly, her tone full of anxiety.

Li Hao said calmly from the other end, "In this game, Parker has already treated you as a pawn. Since that's the case, let's take advantage of the situation and use this 'pawn' to defeat him."

"But what if I get exposed?" Liu Xia said nervously, but there was a hint of stubbornness in her eyes.

Li Hao curled his lips and said, "Don't worry. Parker is too conceited. He will think he has everything under control. You just need to convince him that his plan has a substantial impact on us. Leave the rest to me."

Liu Xia took a deep breath and dialed Parker's number again.

"Mr. Parker, I've thought about this for a long time, and perhaps you're right. Cooperation is indeed an easier path." Parker on the other end of the phone was silent for a second, then smiled: "Ms. Liu, you finally understand the reality."

"But I have one condition." Liu Xia lowered her voice. "I want to see how our 'cooperation' is progressing. New Star Investment's strategy is already being adjusted, and I need to know our specific plans for the next step."

After hearing this, Parker's eyes flashed with pride: "Of course, I will show you the results."

A few days later, Godma Capital launched a fierce offensive, precisely suppressing the core strategy of New Star Investment.

In the capital market, several major targets of Xinxing Zhitou began to fluctuate violently, and even triggered circuit breakers during trading.

"Parker was really ruthless this time." Xu Lei stared at the data on the screen with a grim expression.

"Stay calm, don't panic." Li Hao stood in front of the screen, his arms folded across his chest, his eyes expression expressionless.

He turned to look at Xu Lei and Ji Shuqiang and said calmly, "Our plan hasn't even started yet. It won't be too late to counterattack after Parker's offensive reaches its peak."

Meanwhile, Parker sat in his plush office with a victorious smile on his face.

"Rising Star Investment is now at the end of its rope. No matter how advanced their strategies are, they can't withstand the precise suppression of our model."

Parker's assistant stood by and complimented.

Parker snorted. "Li Hao thinks he's smart, but this time I'm going to make him understand that there's no such thing as an invincible general in the capital market."

"The information Liu Xia sent is very accurate. Their main funds have already invested heavily in three stocks," Li Hao said to the screen. "We will do the opposite and concentrate our firepower to attack their funding chain."

Ji Shuqiang quickly operated his computer, and several sets of data quickly appeared on the screen. "According to our previous model deduction, most of Godma Capital's leveraged positions are concentrated in these key points. If we precisely attack these locations, their capital chain is likely to be broken."

"Time is running out, execute immediately." Li Hao's tone was firm.

At the same time, a "secret meeting" between Liu Xia and Parker was also taking place.

Following Li Hao's instructions, she revealed a seemingly plausible message to Parker: "New Star Investment is preparing to make every effort to defend the bottom of its core target next week. They have mobilized a large portion of their reserve funds. This may be their last line of defense."

Parker smiled with satisfaction after hearing this: "Great, I like this kind of valuable information."

But what he didn't expect was that this message was a smokescreen deliberately released by Li Hao's team, the purpose of which was to lure Godma Capital to concentrate its firepower attack, while their real layout had already been completed.

A few hours later, the situation in the capital market suddenly changed.

Godma Capital's main targets suddenly experienced a strong rise, market sentiment quickly reversed, and a large amount of funds poured into the bull camp.

"What's going on? Why didn't our model work?" Parker's assistant asked in panic.

Parker's face darkened as he slammed the table. "Li Hao struck back! These damn bulls actually managed to precisely target our leveraged positions!"

"The capital chain is already tight, we must cover our positions, otherwise it will trigger forced liquidation." The assistant was sweating profusely in anxiety.

Parker gritted his teeth and said, "Mobilize the reserve funds immediately and hold on!"

However, the situation was worse than he had imagined.

Li Hao's team launched precise counterattacks in multiple directions, causing the complete collapse of Godma Capital's capital chain.

After a series of forced liquidations were triggered, Parker's layout collapsed in an instant.

"We won!" Ji Shuqiang shouted excitedly, "Godma Capital's position has completely exploded. They are now trapped."

Li Hao looked at the data on the screen and smiled: "Parker is too arrogant. He underestimated us this time."

At the same time, Liu Xia also received news from Parker.

"Ms. Liu, it seems our cooperation ends here." Parker's tone was filled with obvious anger. "Are you using me?"

Liu Xia sneered, "Mr. Parker, I just did something 'valuable' as you asked. As for the result, isn't it your favorite rule of the game? The winner is the king, the loser is the bandit."

Parker hung up the phone angrily, but he knew that this failure was irreversible.

Late at night, Liu Xia called Li Hao.

"Brother Hao, I finally didn't hold you back this time, right?" Liu Xia's tone was a little playful, but more of it was relief.

Li Hao smiled softly. "You did a great job. You lived up to my trust. However, next time I hope you can tell me more. I was worried about you taking risks alone."

"I understand." Liu Xia lowered her voice, then whispered, "However, I still want to prove that I am not only your helper, but also an independent fighter."

Li Hao on the other end of the phone was silent for a moment, then said: "You have always been."

……

Li Hao was sitting in the UCB library with the latest professional book on quantitative investment spread out in front of him.

His notebook was filled with dense formulas and annotations, and the computer screen next to him displayed a complex data model.

"From theory to practice, this road is really difficult." Li Hao sighed softly.

His doctoral career was definitely not easy, especially after his experience of dealing with international capital, he realized the huge gap between academic research and practical operations.

But precisely because of these confrontations, his research direction became clearer and provided him with a large amount of practical data as support.

Li Hao's research topic is "AI quantitative trading strategy optimization based on market sentiment fluctuations." It seems complicated, but the core idea is how to more accurately capture market sentiment through data analysis and convert it into actual operating strategies.

Among these data sources, Project Abyss, Godma Capital's game, and Parker's conspiracy have undoubtedly become the most vivid cases.

"This set of data models played an important role in the last fight against Godma. If it can be combined with the latest AI algorithm for iterative optimization..." Li Hao muttered to himself while typing quickly on the keyboard.

Professor Hall, my supervisor, stood by and jokingly said, "Li, you always manage to turn the fierce competition in the capital market into classic case studies in the classroom. This ability is not possessed by every doctoral student."

Li Hao looked up and smiled. "Professor, theory must serve practice. Only then will it be meaningful. Every fluctuation in the capital market is a living teaching material."

Hall nodded, obviously very satisfied with his attitude. "Keep it up. I look forward to seeing the results of your research."

At the same time, Liu Xia's MBA course is also progressing intensively and orderly.

She chose Financial Management and International Market Analysis as her major, which is obviously closely related to her background and goals.

"Ms. Liu, I really want to know, how did you master so much market knowledge in such a short period of time?" a professor couldn't help asking in class.

Liu Xia smiled and replied calmly, "Professor, I think it's because I've witnessed many complex changes in the capital market firsthand, which has given me a deeper understanding of the theory."

In fact, since Feiyue Media went public, Liu Xia has been at the center of the market storm.

The conspiracy of Godma Capital and Parker's design not only gave her a deeper understanding of capital operation, but also trained her decision-making ability and psychological quality.

She often uses case discussions in class to cleverly incorporate her own personal experiences, which impresses professors and classmates.

Although Li Hao and Liu Xia have different research directions, they often have academic intersections.

During a late-night library discussion, Liu Xia walked up to Li Hao holding a management book.

"Brother Hao, can you give me some reference on the quantitative trading strategies you have researched?" Liu Xia asked in a low voice.

"What's wrong? Are you stumped in class?" Li Hao raised his head and joked with a smile.

"Yes, the professor asked us to analyze a phenomenon called 'behavioral finance,' and I think it has something to do with your data models."

Li Hao nodded and pushed a set of data on the screen in front of her: "This data is a typical example of market sentiment fluctuations. It should be more than enough for your homework."

"Thank you!" Liu Xia's eyes lit up and she quickly took out her notebook and started taking notes.

Such academic exchanges have almost become a part of their daily lives.

Although they are all busy, they all know that this tacit understanding of mutual support is the most important reliance for each other.

A few months later, Li Hao's first doctoral thesis was published in a top international journal.

This paper focuses on Godma Capital's Abyss Project and explores the interactive relationship between market sentiment and high-frequency trading, which has attracted great attention from the academic community.

"This paper not only reflects academic value, but also is a profound reflection on the rules of the capital market," Professor Hall publicly commented at the academic seminar.

Li Hao was not overwhelmed by the praise. He knew that this was just a necessary step in his doctoral career and that more challenges were waiting for him.

Liu Xia was recommended by her professor to participate in an international business competition due to her outstanding performance in class.

The theme of this competition is to design an innovative financial tool. Liu Xia combined Li Hao's data model and her own management experience to propose a fund product solution based on market sentiment hedging.

Her proposal not only received unanimous praise from the judges, but also brought more international attention to Feiyue Media.

The infinite possibilities of the future. On the campus boulevard, Liu Xia walked beside Li Hao holding a stack of books.

"Brother Hao, I find reading quite interesting. It turns out that the chaos in the capital market can actually be traced back to theory."

Li Hao smiled and said, "So theory and practice complement each other. Reading can help us stand higher and see further."

"However, I still admire your creative strategies more," Liu Xia said mischievously. "Sometimes I really wonder if you're using cheats."

Li Hao blinked. "Hacks? Maybe, but most of the time, you still have to rely on logic and accumulation."